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Buffering Strategies for Managing Transportation Construction Projects

Permanent Link: http://ufdc.ufl.edu/UFE0042456/00001

Material Information

Title: Buffering Strategies for Managing Transportation Construction Projects
Physical Description: 1 online resource (196 p.)
Language: english
Creator: Forcael, Eric
Publisher: University of Florida
Place of Publication: Gainesville, Fla.
Publication Date: 2010

Subjects

Subjects / Keywords: buffering, construction, linear, management, scheduling, simulation, transportation
Civil and Coastal Engineering -- Dissertations, Academic -- UF
Genre: Civil Engineering thesis, Ph.D.
bibliography   ( marcgt )
theses   ( marcgt )
government publication (state, provincial, terriorial, dependent)   ( marcgt )
born-digital   ( sobekcm )
Electronic Thesis or Dissertation

Notes

Abstract: Uncertainty is an inherent part of production systems. In construction processes, production variability emerges as one of the most typical representation of uncertainty. Negative variability impacts in construction demands effective solutions to mitigate its effects on the accomplishment of projects. The incorporation of buffers constitutes powerful tools to resolve uncertainty problems in construction processes and to optimize the construction operations sequencing. Despite the fact that buffering strategies have been implemented in building construction, there is no evidence of specific applications of these strategies in highway projects. Based on discrete event simulation modeling, a new approach of buffering strategies applied to transportation projects is presented. Selection of most relevant buffers is followed by modeling the whole construction process in a transportation construction project, using discrete event simulation. As a part of this modeling process, the localization and size of these buffers will be determined in order to decrease the negative impacts of variability in the construction process. Actual project data will be used as input to validate the model and determine the benefits of buffering strategies in transportation construction projects.
General Note: In the series University of Florida Digital Collections.
General Note: Includes vita.
Bibliography: Includes bibliographical references.
Source of Description: Description based on online resource; title from PDF title page.
Source of Description: This bibliographic record is available under the Creative Commons CC0 public domain dedication. The University of Florida Libraries, as creator of this bibliographic record, has waived all rights to it worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law.
Statement of Responsibility: by Eric Forcael.
Thesis: Thesis (Ph.D.)--University of Florida, 2010.
Local: Adviser: Ellis, Ralph D.
Electronic Access: RESTRICTED TO UF STUDENTS, STAFF, FACULTY, AND ON-CAMPUS USE UNTIL 2012-12-31

Record Information

Source Institution: UFRGP
Rights Management: Applicable rights reserved.
Classification: lcc - LD1780 2010
System ID: UFE0042456:00001

Permanent Link: http://ufdc.ufl.edu/UFE0042456/00001

Material Information

Title: Buffering Strategies for Managing Transportation Construction Projects
Physical Description: 1 online resource (196 p.)
Language: english
Creator: Forcael, Eric
Publisher: University of Florida
Place of Publication: Gainesville, Fla.
Publication Date: 2010

Subjects

Subjects / Keywords: buffering, construction, linear, management, scheduling, simulation, transportation
Civil and Coastal Engineering -- Dissertations, Academic -- UF
Genre: Civil Engineering thesis, Ph.D.
bibliography   ( marcgt )
theses   ( marcgt )
government publication (state, provincial, terriorial, dependent)   ( marcgt )
born-digital   ( sobekcm )
Electronic Thesis or Dissertation

Notes

Abstract: Uncertainty is an inherent part of production systems. In construction processes, production variability emerges as one of the most typical representation of uncertainty. Negative variability impacts in construction demands effective solutions to mitigate its effects on the accomplishment of projects. The incorporation of buffers constitutes powerful tools to resolve uncertainty problems in construction processes and to optimize the construction operations sequencing. Despite the fact that buffering strategies have been implemented in building construction, there is no evidence of specific applications of these strategies in highway projects. Based on discrete event simulation modeling, a new approach of buffering strategies applied to transportation projects is presented. Selection of most relevant buffers is followed by modeling the whole construction process in a transportation construction project, using discrete event simulation. As a part of this modeling process, the localization and size of these buffers will be determined in order to decrease the negative impacts of variability in the construction process. Actual project data will be used as input to validate the model and determine the benefits of buffering strategies in transportation construction projects.
General Note: In the series University of Florida Digital Collections.
General Note: Includes vita.
Bibliography: Includes bibliographical references.
Source of Description: Description based on online resource; title from PDF title page.
Source of Description: This bibliographic record is available under the Creative Commons CC0 public domain dedication. The University of Florida Libraries, as creator of this bibliographic record, has waived all rights to it worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law.
Statement of Responsibility: by Eric Forcael.
Thesis: Thesis (Ph.D.)--University of Florida, 2010.
Local: Adviser: Ellis, Ralph D.
Electronic Access: RESTRICTED TO UF STUDENTS, STAFF, FACULTY, AND ON-CAMPUS USE UNTIL 2012-12-31

Record Information

Source Institution: UFRGP
Rights Management: Applicable rights reserved.
Classification: lcc - LD1780 2010
System ID: UFE0042456:00001


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1 BUFFERING STRATEGIES FOR MANAGING TRANSPORTATION CONSTRUCTION PROJECTS By ERIC FORCAEL A DISSERTATION PRESENTED TO THE GRADUATE SCHOOL OF THE UNIVERSITY OF FLORIDA IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY UNIVERSITY OF FLORIDA 2010

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2 2010 Eric Forcael

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3 To God and my family for their love and unconditional support

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4 ACKNOWLEDGMENTS First of all, I would like to thank God for teaching me throughout this thesis that hum ility brings wisdom (Proverbs 11:2) Moreover, I thank God for guiding me with His light and His truth (Psalms 43:3). Secondly but not less important, I would like to thank my wife, Ivonne, for her unconditional love and support ; w ithout her patience and constant encouragement, I could not have finished my dissertation. I would like to also thank my sons and my daughter for their love and for giving me so many happy moments. A special thanks goes to my brother, Milton Forcael, and my family in Chile, for t heir continuous support. I also thank my supervision committee members (Dr. Charles Glagola, Dr. Scott Washburn, Dr. Joseph Geunes and Dr. Vicente Gonzlez) for supporting me during this thesis, sharing with me their time and experience. Finally, I would l ike to thank my committee chair Dr. Ralph Ellis for his strong encouragement and support during my Ph.D. studies. He was always there to listen and give me his invaluable advices.

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5 TABLE OF CONTENTS page ACKNOWLEDGMENT S ................................ ................................ ................................ .. 4 LIST OF TABLES ................................ ................................ ................................ ............ 8 LIST OF FIGURES ................................ ................................ ................................ ........ 10 LIST OF ABBREVIATIONS ................................ ................................ ........................... 12 ABSTRACT ................................ ................................ ................................ ................... 13 CHAPTER 1 INTRODUCTION ................................ ................................ ................................ .... 14 Construction Industry and Transportation Construction Projects ............................ 14 Simulation and Buffering Strategies Overview ................................ ........................ 15 Problem Definition ................................ ................................ ................................ .. 15 Research Problem ................................ ................................ ............................ 16 Research Objectives ................................ ................................ ........................ 17 Overview of Solution ................................ ................................ ............................... 17 2 LITERATURE REVIEW ................................ ................................ .......................... 20 Computer Simulation in Civil Engineering ................................ ............................... 20 Simulation within the Construction Industry ................................ ............................ 21 Buffering Strategies within Construction Industry ................................ ................... 22 Uncertainty and Variability in Construc tion ................................ ............................. 22 Lean Construction ................................ ................................ ................................ ... 23 Fundamentals of the Linear Scheduling Method ................................ ..................... 24 Analysis of Variance ................................ ................................ ............................... 25 3 RESEARCH METHODOLOGY ................................ ................................ ............... 28 Methodology ................................ ................................ ................................ ........... 28 Linear Scheduling Techniques ................................ ................................ ......... 28 Selection of Activities to be included in the Simulation Model .......................... 32 Method for the U nification of Multiple Contract Pay Items ................................ 35 Selection of Proper Buffers to be used in the Model ................................ ........ 37 Discrete Event Simulation Mo deling ................................ ................................ 39 4 DEVELOPMENT OF THE MODEL ................................ ................................ ......... 41 Conceptual Model ................................ ................................ ................................ ... 41 The Proposed Model Architecture ................................ ................................ .......... 43

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6 Description of the Simulation Process ................................ .............................. 44 Goodness of Fit for Duration PDFs included in the Model ............................... 53 Anderson Darling ................................ ................................ ....................... 54 Kolmogorov Smirnov ................................ ................................ ................. 55 Chi Square ................................ ................................ ................................ 56 Computation of the Outputs within the Model ................................ ................... 60 5 TESTING AND VALIDATION OF THE MODEL ................................ ...................... 62 Introduction ................................ ................................ ................................ ............. 62 Description of Case Study Projects ................................ ................................ ........ 62 Case Study No. 1: S.R. 121 Project ................................ ................................ 62 Case Study No. 2: S.R. A1A/Collins Avenue Project ................................ ........ 63 Deterministic Models for Case Study Projects ................................ ........................ 64 Testing and Validation of the Proposed Model ................................ ....................... 67 6 DATA ANALYSIS AND INTERPRETATION ................................ ........................... 73 Introduction ................................ ................................ ................................ ............. 73 Preliminary Analyses ................................ ................................ .............................. 73 Preliminary Analysis for Case Study No. 1 ................................ ....................... 74 P reliminary Analysis for Case Study No. 2 ................................ ....................... 77 Analyses of Variance for Case Studies ................................ ................................ ... 80 ANOVA for Case Study No. 1 ................................ ................................ ........... 82 ANOVA for Case Study No. 2 ................................ ................................ ........... 89 Multivariate Analyses of Variance for Case Studies ................................ ............... 98 MANOVA for Case Study No. 1 ................................ ................................ ........ 99 MANOVA for Case Study No. 2 ................................ ................................ ...... 103 Summary of Data Analyses ................................ ................................ .................. 106 7 CONCEPTUAL METHODOLOGY TO DEAL WITH VARIABILITY ....................... 108 Introduction ................................ ................................ ................................ ........... 108 Conceptual Methodology ................................ ................................ ...................... 108 8 CONCLUSIONS AND RECOMMENDATIONS ................................ ..................... 112 Conclusions ................................ ................................ ................................ .......... 112 Recom mendations ................................ ................................ ................................ 114 APPENDIX A FULL SIMULATION MODEL ................................ ................................ ................ 116 B ACTUAL DATA TO BUILD THE PROBABILITY DISTRIBUTION FUNCTIONS FOR CASE STUDY #1 ................................ ................................ ......................... 123

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7 C ACTUAL DATA TO BUILD THE PROBABILITY DISTRIBUTION FUNCTIONS FOR CASE STUDY #2 ................................ ................................ ......................... 129 D SIMULATION RUNS FOR CASE STUDY #1 (throghput) ................................ ..... 135 E SIMULATION RUNS FOR CASE STUDY #1 (DURATION) ................................ 143 F SIMULATION RUNS FOR CASE STUDY #1 (COST) ................................ .......... 151 G SIMULATION RUNS FOR CASE STUDY #2 (THROUGHPUT) ........................... 159 H SIMULATION RUNS FOR CASE STUDY #2 (DURATION) ................................ 167 I SIMULATION RUNS FOR CASE STUDY #2 (COST) ................................ .......... 175 J SUMMARY OF SIMULATION OUTPUTS FOR CASE STUDY #1 ....................... 183 K SUMMARY OF SIMULATION OUTPUTS FOR CASE STUDY #2 ....................... 186 LIST OF REFERENCES ................................ ................................ ............................. 189 BIOGRAPHICAL SKETCH ................................ ................................ .......................... 196

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8 LIST OF TABLES Table page 3 1 Categories of main activities of a transportation construction project ................. 33 3 2 Unif ication of multiple pay items into Categories and Equivalent Work Units ..... 36 3 3 Buffering Strategies used in Construction (adapted from Gonzlez et al., 2006) ................................ ................................ ................................ .................. 37 3 4 Factors Affecting Time Determinations and Buffers (adapted from NCHRP, 1995) ................................ ................................ ................................ .................. 38 3 5 Apparent causes of delay to highway construction projects (adapted from Thomas and Ellis, 2001) ................................ ................................ ..................... 38 4 1 PDFs for Categories of Activities for the two case studies ................................ 59 5 1 Parameters to be tested for th e model ................................ ............................... 67 5 2 Factors and Levels considered for the model ................................ ..................... 68 5 3 Experiments for testing the model ................................ ................................ ...... 69 5 4 Outputs from the simulation model for case studies No. 1 and No. 2 ................. 70 5 5 Comparison between deterministic and simulation based approaches for case s tudies No. 1 and No. 2 ................................ ................................ .............. 71 6 1 ANOVA for the Average Throughput for case study No. 1, without interactions ................................ ................................ ................................ ......... 82 6 2 ANOVA for the A verage Throughput for case study No. 1, with interactions ...... 83 6 3 Effects of MinWIPBf and AvgCapBfM on the Average Throughput for case study No. 1 ................................ ................................ ................................ ......... 84 6 4 ANOVA for the Average Total Duration for case study No. 1, without interactions ................................ ................................ ................................ ......... 85 6 5 ANOVA for the Average Total Duration for case study No. 1, with interactions .. 86 6 6 Effects of interacting buffers on the Average Total Duration for case study No. 1 ................................ ................................ ................................ ................... 87 6 7 ANOVA for the Average Total Cost fo r case study No. 1, without interactions ... 88 6 8 ANOVA for the Average Total Cost for case study No. 1, with interactions ........ 89

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9 6 9 ANOVA for the Average Throughput for case study No. 2, without interactions ................................ ................................ ................................ ......... 89 6 10 ANOVA for the Average Throughput for case study No. 2, including interactions ................................ ................................ ................................ ......... 90 6 11 Effects of buffers on the Average Throughput for case study No. 2 ................... 91 6 12 ANOVA for the Average Total Duration for case study No. 2, without interacti ons ................................ ................................ ................................ ......... 93 6 13 ANOVA for the Average Total Duration for case study No. 2, including interactions ................................ ................................ ................................ ......... 94 6 14 Effects of interacting buf fers on the Average Total Duration for case study No. 2 ................................ ................................ ................................ ................... 95 6 15 ANOVA for the Average Total Cost for case study No. 2, without interactions ... 96 6 16 ANOVA for the Average Total Cost for case study No. 2, with interactions ........ 97 6 17 Correlation matrix of outputs variables for case study No. 1 .............................. 99 6 18 MANOVA considering all outputs variables for case study No. 1 ..................... 101 6 19 Effects of MinWIPBf and AvgMatBf on the outputs variables for case study No. 1 ................................ ................................ ................................ ................. 102 6 20 Correlation matrix of outputs variables for case study No. 2 ............................ 103 6 21 MANOVA considering all outputs variables for case study No. 2 ..................... 105

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10 LIST OF FIGURES Figure page 1 1 Solution Proposal Overview. ................................ ................................ ............... 19 3 1 Production Rate diagram. ................................ ................................ ................... 30 3 2 Production Rate diagrams considering variability, which can be generating through running simulations. ................................ ................................ ............... 30 3 3 Conflicts and WIP buffer and Time buffer (adapted from Hinze, 2007). ............. 31 3 4 Linear scheduling considering the effect of variability. ................................ ........ 31 4 1 Schematic simulation model for n linear sequential activities. ............................ 41 4 2 Simulation model for two categories of activities (or processes) ........................ 45 4 3 Capacity Buffer (Machines). ................................ ................................ ............... 46 4 4 Capacity Buffer (Workers). ................................ ................................ ................. 46 4 5 Material Buffer. ................................ ................................ ................................ ... 46 4 6 Activity block with probability distribution blocks. ................................ ................ 49 4 7 Work In Process block ................................ ................................ ....................... 51 4 7 Kolmogorov Smirnov statistic D n (adapted from Lindgren, 1975) ....................... 56 5 1 Deterministic sequence of the categories for the case study No. 1. ................... 65 5 2 Deterministic sequence of the categories for the case study No. 2. ................... 65 5 3 Linear Scheduling chart for the case study No. 1 (simulation approach) ............ 72 5 3 Linear Scheduling chart for the case study No. 2 (simulation approach). ........... 72 6 1 Average Throughput versus buffers for case study No. 1. ................................ .. 74 6 2 Average Total Duration of the project versus buffers for case study No. 1 ......... 75 6 3 Average Total Cost of the p roject versus buffers for case study No. 1. .............. 76 6 4 Average Throughput versus buffers for case study No. 2. ................................ .. 77 6 5 Average Total Duration of the project versus buffers for case study No. 2. ........ 78

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11 6 6 Average Total Cost of the project versus buffers for case study No. 2 ............... 79 6 7 Effects of MinWIPBf and AvgCapBfM on the Average Throughput for case study No. 1 ................................ ................................ ................................ ......... 84 6 8 Effects of interacting buffers on the Average Total Duration for case study No. 1 ................................ ................................ ................................ ................... 87 6 9 Effects of buffers on the Average Throughput for case study No. 2 ................... 92 6 10 Effects of interacting buffers on the Average Total Duration for case study No. 2 ................................ ................................ ................................ ................... 95 6 11 Scatterplots to analyze the correlations among outputs variables for case study No. 1. ................................ ................................ ................................ ........ 99 6 12 Effects of MinWIPBf and AvgMatBf on the outputs variables for case study No. 1. ................................ ................................ ................................ ................ 102 6 13 Scatterplots to analyze the correlations among outputs variables for case study No. 2. ................................ ................................ ................................ ...... 104 7 1 Flowchart of the conceptual methodology ................................ ........................ 111

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12 LIST OF ABBREVIATION S ANOVA Analysis of Variance Avg Average AvgMinWIP Average Minimum Work In Process AvgCapBfM Ave rage Capacity Buffer (Machines) AvgCapBfW Average Capacity Buffer (Workers) AvgMatBf Average Material Buffer AvgTP Average Throughput AvgTotDur Average Total Duration AvgTotCost Average Total Cost Bf Buffer EA Each M1 Linear Meter M2 Square Meter M3 Cubic Meter MANOVA Multivariate Analysis of Variance MinWIP Minimum Work In Process Rel Relation Temp Temporary TP Throughput WIP Work In Process

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13 Abstract of Dissertation Presented to the Graduate School of the University of Florida in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy BUFFERING STRATEGIES FOR MANAGING TRANSPORTATION CONSTRUCTION PROJECTS By Eric Forcael December 2010 Chair: Ralph Ellis Major: Civil Engineering Uncertainty is an inherent part of production systems. In construction processes, production variability emerges as one of the most typical representation of uncertainty. Negative variability impacts in construction demands effective solutions to mitigate its effects on the accomplishment o f projects. The incorporation of buffers constitutes powerful tools to resolve uncertainty problems in construction processes and to optimize the construction operations sequencing. Despite the fact that buffering strategies have been implemented in buildi ng construction, there is no evidence of specific applications of these strategies in highway projects. Based on discrete event simulation modeling, a new approach of buffering strategies applied to transportation projects is presented Selection of most relevant buffers is followed by modeling the whole construction process in a transportation construction project, using discrete event simulation. As a part of this modeling process, the localization and size of these buffers will be determined in order to decrease the negative impacts of variability in the construction process. Actual project data will be used as input to validate the model and determine the benefits of buffering strategies in transportation construction projects

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14 CHAPTER 1 INTRODUCTION Construction Industry and Transportation Construction Projects The early history of construction has been mainly related to magnificent buildings (i.e. Egypt, Greece, etc.), dams, war facilities, and of course, roads. Regarding with roads, the first notio ns of constructed roads are found around 4000 BC in the Middle East and in England (Lay and Vance, 1992). Later, during the nineteenth and twentieth the advent of new technologies, such as manufactured asphalt (Lay and Vance, 1992) and prestress ed concrete (Marrey and Grote, 2003), allowed the expansion of highway networks. This expansion has reached its highest development level in the US, having the largest highway system in the world, with more 160,000 miles of highways (Slater, 1996) On the other hand, the construction industry in the US has historically represented 7 million of workers (Bureau of Labor Statistics, 2008). From that 10%, in the US and Canada between 25 to 35% of construction projects are related to non buildings, i.e. highway construction and others (Hegazy, 2002) In addition, a fter facing a recession in the US (National Bureau of Economic Research, 2007), President Barack Obama signed the A merican Recovery and Reinvestment Act (ARRA) on February 17, 2009, in order to change the face of the US in terms of improvements to its infrastructure. The ARRA provides significant new funding for transportation infrastructure, triggering the constructio n of more than 12,000 road, highway and bridge projects across the US, of which more than 3,000 projects have been completed and more than 8,000 are currently under construction (FHWA, 2010). This new dynamic scenario demands

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15 innovative tools to effectivel y manage transportation construction projects. One of these tools is simulation and specifically buffering strategies Simulation and Buffering Strategies O verview Numerical solutions to engineering problems are usually obtained after running simulation p rocesses, particularly when analytic solutions are not feasible. Simulation techniques are characterized by the repetition of a solving process hundreds or even thousands times, in order to converge to a solution, which consists of mean and standard deviat ion For its part, s imulation is applicable to a variety of engineering practices; one of them is linear scheduling techniques, which is particularly useful in projects where the activities are of a repetitive nature (Newitt, 2009). Moreover, buffering str ategies have been successfully applied to simulating building construction processes because of their repetitive condition (Gonzlez et al., 2006). However, not too much attention has been pay to applying buffering strategies to transportation construction projects Problem Definition Buffering strategies have been discussed during several years (Ballard and Howell, 1995; Goldratt, 1997; Hoop and Spearman, 2000; Chua and Shen, 2001; Park and Pea Mora, 2004; Gonzlez et al., 2006). Buffer types, including b uffer placing and sizing, have been also addressed On the other hand, within transportation construction projects, some effort has been put to determine the main reasons which negatively affect the project progress and to establish what activities are mor e exposed to delays within this type of projects (Thomas and Ellis, 2001) However, despite the contribution of establishing buffering strategies and determining the main activities to be included into a transportation construction project,

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16 both initiative s have not been brought together. The review of literature included in Chapter 2 was important to gather information related to buffering strategies commonly used in construction projects and to determine the activities to be considered in the proposed sim ulation model included in this thesis. On the other hand, the literature review did not show evidence of practical applications of buffering strategies to transportation construction projects Research Problem The problem to be researched has been addresse d based on the following research questions: a) Are there more appropriate buffers than others to be applied to transportation construction projects? b) Is it feasible to reduce the negative impacts of variability over transportation construction projects, through the incorporation of buffering strategies? c) Is it possible to develop a conceptual methodology to manage buffers in transportation construction projects? Based on the previous research questions, the followings are the hypotheses of this researc h: 1. There are some specific buffers (capacity, material and Work In Process), which are feasible to be applied to transportation construction projects. 2. Appropriate buffering strategies reduce the negative impacts of variability over transportation con struction projects. 3. A conceptual methodology to manage buffers in transportation construction projects can be develope d

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17 Research Objectives The objectives of this thesis have been classified in two categories: main objective and specific objectives. T he main objective of this research is to establish buffering strategies to manage the negative impact of variability in transportation construction projects. The specific objectives are the followings: i. To determine the main activities in a transportatio n construction project which are feasible to be programmed using linear scheduling techniques ii. To determine the suitable buffers to be applied to transportation construction projects. As a part of this objective, in order to determine these appropriate buffers, the main variables which incorporate variability into this type of projects will be determined. iii. To establish whether the selected buffers can reduce the negative impacts of variability over transportation construction projects. iv. To create and validate simulation models (through software packages), including the buffers previously found, based on linear scheduling techniques, in order to help reduce the negative impacts of variability over transp ortation construction projects. v. To propose a prediction model to determine the average throughput of the project, its average total duration and its total cost. vi. To suggest a conceptual methodology to manage variability through using buffers, in transportation construction projects Overview of Solution To address the above mentioned issues, this thesis presents a simulation based buffering strategy which aims to generate a model that protects against negative

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18 impacts of variability within transportation construction projects. The model proposed in this thesis consists of two fundamental components: the activities to be considered in the model and the appropriate buffers. After developing the model, the effectiveness of the buffering strategies proposed is examined by simulating the model, based on the information obtained from two actual projects, acquiring valuable output information, i.e., average throughput, average total duration and average total cost for each project. Then, using the output information obtained from the simulation model pro posed, analyses of variance are conducted in order to evaluate the impact of buffers as independent variables on the output information (dependent variables). Finally, a conceptual methodology is presented to manage variability within this type of projects Figure 1 1 shows the flowchart of the solution methodology

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19 Figure 1 1. Solution Proposal Overview

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20 CHAPTER 2 LITERATURE REVIEW Computer S imulation in C ivil E ngineering One of the first experiences based on the use of computer simulations in civil engi neering was done in the late 70s, when a group of researchers presented an overview of the incorporation of computer simulation for teaching purposes. This study was done over a ten year period in the Department of Civil Engineering at the University of No ttingham (Cullingford et al., 1979) and as a result; students were seen to have benefited from these computer applications in important areas within civil engineering, such as: planning and control of construction projects and negotiation within the constr uction process. Some years later, also with educational purposes, multimedia tools were successfully applied to civil engineering teaching, giving students the opportunity of interacting with several disciplines of civil engineering, i.e., hydraulics, stru ctures, geotechnical, environmental, marine, and project management, facilitating the learning about the phases of a civil engineering project (Angelides et al., 2000). Other authors have continued to expand the use of simulation as a powerful tool to be i ncluded within the teaching of civil engineering (Ang and Tang, 2008) Simulation has also been successfully applied to diverse areas within civil engineering industry, such as hydraulics and water resources (Nijssen et al., 1997), structural engineering ( Takahashi and Fenves, 2006), geotechnical engineering (Oettl et al., 2004) and others (Martinez et al., 1999; Han and Halpin, 2005; Pea Mora et al., 2008) Most of those applications have mainly been intended to deal with the complexity of problems where an analytical solution is not feasible. Despite the fact that several

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21 simulation approaches have included the use of buffers, just a few researchers have been mainly focused on developing buffering strategies applied to transportation construction projects Simulation within the C onstruction I ndustry In construction management, as a whole concept which includes not also transportation projects but also all type of construction works, several initiatives have been undertaken in order to improve the way throu gh projects are managed. Within these initiatives, several techniques and tools have been developed; one of them is simulation. More than thirty years ago, Halpin (1973), worked on some of the first methodologies for construction simulation and, nowadays, construction simulation has effectively been applied to building projects (Gonzlez et al., 2009), earthmoving projects (Pea Mora et al., 2008), tunnels (Al Battaineh et al., 2006), among others. Some of these simulations have sought to deal with the nega tive impacts of variability in construction and its effect in the productivity of projects. Likewise, some models have been developed in order to improve the overall project performance, through reducing variability (Thomas, 2002) Other important aspects within construction simulation are productivity and buffering strategies. Some researchers have studied the productivity level in this type of projects, emphasizing the importance of understanding how productivity changes over the duration of the project ( Ellis and Lee, 2006). In addition, buffering strategies have been developed to deal with errors and changes in concurrent design and construction of civil infrastructure projects, helping protect a planned schedule by absorbing negative impacts of those er rors and changes (Lee et al., 2006)

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22 Buffering S trategies within C onstruction I ndustr y There are diverse types of buffers which can be applied to construction simulation: 1) Inventory buffers, mainly characterized by raw materials, Work In Process (WIP) an d finished goods; 2) Capacity buffers, characterized by redundant labor; and 3) Time buffers, with the main objective of managing production schedules and deliveries on due dates (Hauge and Paige, 2002) The application of each buffer depends on the type o f project and production circumstances, among other variables. Therefore, after determining relevant activities in transportation construction projects (which will be used within the simulation model), this research seeks to find out the appropriate buffer s which can be applied to transportation projects. Once these buffers have been determined, the next phase of this research is to propose a simplified linear scheduling model for a transportation construction process and then to simulate this process. Fina lly, the third phase of this research is to validate the models and buffers suggested through two case studies Uncertainty and Variability in Construction Several definitions of uncertainty are found in the literature, but in general terms; it can be defi ned as the quantity of doubt or lack of knowledge about a result. From a pure scientific point of view, uncertainty and probability always come together, whenever; probability is the branch of science which studies the mathematical techniques for making in ferences about uncertainty (Bean, 2001) Despite the fact that uncertainty has been around for a much longer time; starting with Socrates and Plato, it was only in the twentieth century when statistical methods made substantial emphasis on the quantificati on of uncertainty (Stigler, 2003). On the

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23 other hand, over thirty years ago, Blockey (1978), found that the execution of any engineering project is surrounded by a large amount of uncertainty With regard to variability, this can be defined as the quantity of nonuniformity which can induce negative impacts on the productivity of a process (Hopp and Spearman, 2000). According to Hopp and Spearman (2000), variability exists in all production systems and can have an enormous impact on performance. On the other hand, in construction, variability is one of the main factors that influence the deterioration of project performance (Koskela, 1992 and 2000). Moreover, variability can induce unpredicted conditions, making objectives unstable, affecting negatively the m eans to reach those objectives (Thomas et al., 2002) Lean Construction Basically, Lean Construction is a new production philosophy for construction based on the principles of Lean Production (Howell, 1999). In turn, Lean Production emphasizes the idea of adding value to the production process, promoting either the elimination or reduction of wastes (time, inventory, etc.), in order to optimize the production system, aiming at the total satisfaction of the customer (Womack and Jones, 1996) Based on the Lea n Construction principles (Howell, 1999), variability management in construction can be addressed from two perspectives: minimizing variability or developing lean principles to stabilize construction workflow (Yu et al, 2007). In order to minimize variabil ity, buffering strategies have been intended (inventory, capacity and time). However, buffering strategies (particularly inventory buffers) and lean principles are in constant conflict because the optimized objective of Lean Production is a non buffered pr oduction system (in other words, zero inventories), but a production system

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24 without Work In Process (a particular case of inventory buffers) means a system without throughput (Hopp and Spearman, 2000), which is not feasible. Both variability and buffering strategies are always present in a project; however, they must be understood and applied rationally in order to obtain a balance between them (Gonzlez et al, 2009) Fundamentals of the Linear Scheduling M ethod The basic idea involved in this research is t o formulate a general model to simulate a transportation construction project. In order to better represent the progress of the activities, a graphical scheduling technique has been selected. There are several graphical scheduling techniques, such as Line of Balance, Time Space Scheduling and Linear Scheduling method. The latter is characterized by a two dimensional chart, displaying in the Y axis the number of units that will be completed within any period of axi s (Callahan et al., 1992).Graphical scheduling techniques are not new. Gorman (1972) was one of the first authors to propose the use of a Time versus Distance diagram, in order to improve the way of communicating schedule information through visual impact in highways, pipelines and other projects characterized by a repetitive nature (high rise buildings, tunnels, etc.) Highway projects are well suited for a linear scheduling approach because of their linear nature (one operation or crew follows another seq uentially). Transportation construction projects involve activities such as maintenance of traffic, road preparation, paving, etc. Each of these activities can be repeated by the same crew from one end of the project to the other, where the only distinguis hing feature among them is their production rates (Callahan et al., 1992) Despite the wide use of graphical scheduling techniques within the academia, its use within the construction industry has not been massive, because of two major

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25 shortcomings: first, numerical computations have not been implemented as readily as network methods or bar charts; secondly, the presence of restrictive assumptions which make it difficult to apply (Yang and Ioannou, 2004). However, nowadays, those limitations have been overc ome by means of developing commercial software packages, such as TILOS, which is a linear scheduling system developed for planning and managing projects in civil engineering, like highways, rail tracks, tunnels, pipelines and bridges (TILOS, 2010). Other i nitiatives have been undertaken in order to expand the use of linear scheduling within the construction industry, one of them is the incorporation of linear scheduling to four dimensional (4D) computer aided design (CAD), where the strength of visualizatio n of 4D CAD is complemented by the significant incremental insights of the linear scheduling representation in terms of time and location of the project (Staub French et al., 2008). Linear Scheduling techniques can also be implemented under a simulation en vironment (Gonzlez et al., 2006), which is one of the purposes of this thesis. The use and details of linear scheduling techniques within this thesis are exhaustively explained in Chapter 3 Analysis of Variance In order to evaluate how independent variab les (buffers) can have an effect on the outputs of the model (dependent variables), this research includes several statistical analyses Some of them correspond to analyses of variance and the others correspond to multivariate analyses of variance. The fol lowing is a brief contextualization about how these statistical techniques are performed The analysis of variance was first developed by R.A. Fisher (Scheff, 1956; Becker, 1995); however, its origins date back to the first signs of what is now known as r egression. The most primitive form of regression was developed by Legendre and

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26 Gauss at the beginning of the eighteenth century. They were able to find a solution to the problem of determining, from astronomical observations, the orbits of bodies about the Galton in the nineteenth century to describe a biological phenomenon (Stanton, 2001). Historically, the concepts of linear regression have played an active role in statisti cal data analysis (Hayter, 2007). When two or more quantitative variables are present in a problem, it may be possible to find a relationship either between them or among them. In the presence of randomness, the relationship between those variables will be changing as the output variable will be able to take a different value from a range of possible values defined by the input variables. According to Hayter (2007), linear regression is basically a modeling technique in which the expected value of a depende nt variable (output) is modeled as a linear combination of a set of explanatory variables (inputs). When this linear combination involves only two variables (one dependent variable and one explanatory variable), the modeling technique is called Simple line ar regression; however, when two (or more) explanatory variables (input) define the value of the dependent variable (output), the linear combination is called Multiple linear regression Expanding the preceding explanation given for the concept of Regressi on, as the basis for the Analysis of Variance, which is typically referred to by the acronym ANOVA (Becker, 1995), it is possible to define ANOVA as a flexible statistical tool for studying the relation between a performance or dependent variable and one o r more independent variables or design factors (Neter and Wasserman, 1974). On the other hand, ANOVA allows to test whether the means for two or more groups are taken from

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27 the same distribution (Carey, 1998). Therefore, through the use of ANOVA, it will be possible to analyze the different means obtained from the simulation runs of the proposed model and how these outputs (means) are affected by the independent variables (buffers) When the effect of more than one factor or input variable is involved in the analysis (two or more factors), the term Analysis of Variance is expanded to Multifactor Analysis of Variance (Neter and Wasserman, 1974). Additionally, there is a generalization of ANOVA that allows the researcher to analyze more than one dependent varia ble, which is called Multivariate Analysis of Variance or MANOVA (Bray and Maxwell, 1985). In this thesis, ANOVA will be used first to study the outputs (means) or dependent variables separately or, in other words, one output variable at a time (first, Ave rage Throughput; second, Average Total Duration; and third, Average Total Cost of projects in study) and their relationships with the inputs or independent variables (sizes of buffers), in order to determine which of those relationships are statistically s ignificant. Then, a MANOVA will be conducted in order to complement the previous analysis, because MANOVA has a distinctive advantage over ANOVA in judging the magnitude of group differences (Bray and Maxwell, 1985)

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28 CHAPTER 3 RESEARCH METHODOLOGY Method ology To achieve the above mentioned objectives in the overview of the solution, the methodology has been structured in six parts: 1) Linear Scheduling Techniques; 2) Selection of activities to be included in the model; 3) Method for the unification of mul tiple contract pay items; 4) Selection of proper buffers to be used in the model; 5) Conceptual model; 6) Proposed model and its validation ; and 7) Conceptual methodology to deal with variability First, linear scheduling theory is developed in order to un derstand how activities involved in a transportation construction project can be modeled properly using a simulation software. Secondly, to select the activities for the model, several parameters were taken into account, such as: type of activity, cost and incidence in delays. Then, the selection of buffers was made according to the state of the art in buffering strategies within the construction industry and the type of activities usually involved in transportation construction projects. The conceptual mod el was developed considering the previous two steps: activities and buffers. Finally, based on the conceptual model, the proposed model is developed and then tested using two case studies, comparing its outputs with the outputs obtained from a deterministi c analysis Linear Scheduling Techniques Newitt (2009) identifies that linear scheduling has its roots in the manufacturing industry. This scheduling technique is particularly well suited for projects where the activities are of a repetitive nature. The ty pes of construction projects that lend themselves to linear scheduling are physically horizontal (highways, pipelines, railroads,

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29 etc.) rather than vertical projects; although some components and processes of high rise buildings and even residential constr uction could be scheduled with linear scheduling methods due to the repetitive nature of some of those project components. The main objective of linear scheduling is to help project managers better visualize time and space conflicts between activities Hin ze (2007) and Newitt (2009) suggest the following steps to create a linear schedule: Identify activities. Estimate activity production rates. Develop activity sequences. Create the velocity diagrams. Look for conflicts and buffers. The first thre e steps are usually found in all scheduling methods. However, the last two steps are unique and especially used in linear scheduling. The key step in linear scheduling is the velocity diagram (Newitt, 2009), also called production rate diagram (Hinze, 2007 ), which shows the time space relationship of each activity (Figure 3 1)

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30 Figure 3 1. Production Rate diagram In Figure 3 1, V i is the Production Rate and is the slope of the line. Both are represented by the mathematical expression 3 1. 3 1 However, when variability or quantity of nonuniformity which can induce negative impacts on the productivity of a process (Hopp and Spearman, 2000) is taken into account, these production rates are not constant but change period by perio d (Figure 3 2) Figure 3 2. Production Rate diagrams considering variability, which can be generating through running simulations The other important steps in linear scheduling deal with identifying conflicts (which have to be avoided), and buffers (Work In Process (WIP) buffers and Time buffers, which have to be used to deal with conflicts) (Figure 3 3)

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31 Figure 3 3. Conflicts and WIP buffer and Time buffer (adapted from Hinze, 2007) As a result, the idea behind bringing together linear scheduling techn iques and simulation is to graphically represent the progress of a project (linear scheduling), but considering the effect of variability on production rates (simulation). Figure 3 4 schematically shows a linear project where activities (or processes) take into account variability. It could be recalled that for transportation construction projects, these linear activities can be: clearing, road preparation (grading, subbase, base coarse, etc.), paving, etc. (Callahan et al., 2002) Figure 3 4. Linear sche duling considering the effect of variability

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32 Selection of A ctivities to be included in the S imulation M odel After explaining how linear scheduling techniques work and showing that linear activities are feasible to be scheduled considering variability, it i s necessary to focus on what activities, within a highway construction project, should be included in the simulation model In the US, most of the Departments of Transportation establish a set of activities which have to be considered as a basis for pay it ems in transportation construction projects. For example, the Florida Department of Transportation (FDOT) defines almost six hundred activities which can be part of a transportation project (FDOT, 2010). Based on this set of activities, two actual projects in the State of Florida have been studied, in order to determine the main activities involved in transportation construction projects. Each of these projects consists of a set of multiple activities which have been grouped in categories as seen in Table 3 1 This categorization has been done according to the following criteria: 1) Type of activity; 2) Percentage of cost for the set of activities in relation to the total cost of the project (activities selected, grouped by categories, represent more than th e 80% of the total cost of each project) and; 3) Activities which historically have lead to delays during the construction phase of highway projects to the scheduling me thod to be used (in this case, linear scheduling). This means that activities have to be suitable to be scheduled according to the linear scheduling tes to the Pareto Law or 80/20 rule, which states that approximately the 80% of a system is represented by the 20% of it (Chen et al., 1993); for example,

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33 the 80% of the total cost of a project is concentrated in just a 20% of its activities. The third and relates to identifying those activities which historically have produced delays according to the review of literature (Thomas and Ellis, 2001) Table 3 1. Categories of main activi ties of a transportation construction project ID Category % of Total Cost Observation 1 Maintenance of Traffic 10.00 % Temporary barriers, signals, maintenance of traffic operations. 2 Erosion Control 1.00% Silt fences, hay bales, erosion barriers, rip r aps. 3 Drainage Works 24.54 % Construction of culverts, drains, manholes, curbs and gutters, etc. 4 Road Preparation/Earthwork 18.71 % Removal of existing pavement, excavation and base layers. 5 Asphalt Pavement 15.54 % Asphalt pavement layers, bitumino us materials, joints sealing. 6 Permanent Signaling 15.09 % Speed signals, traffic stripes, pedestrian signals, traffic controls. Total Percentage 84.88% Two case studies consisting of highway construction projects awarded by the Florida Department of Transportation were selected to validate the model. These two projects were part of three case studies which were used to conduct a research to develop a process model for controlling project productivity of highway construction operations (Lee, 2003). Th e three case studies are: Case Study No. 1: S.R. 121 Project, Case Study No. 2: S.R. A1A/Collins Avenue Project and Case Study No. 3: S.R. 90/S.W. 8th Street Project For the purpose of model validation, the two case studies selected were Case Study No. 1 and Case Study No. 2. The Case Study No.3 was not considered because the available data, as when the source research was conducted, was incomplete. This means that the Case Study No. 3 still had some more months before completion when the last recorded pro ductivity data was obtained (less than 30% of the total data), and this incomplete data would have resulted on inaccurate predictions from the model Case Study No.1 included 162 pay items and Case Study No. 2 included 179 pay items, as defined by the Flor ida Department of Transportation, which were grouped

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34 initially in 8 activity categories: Maintenance of Traffic, Road Preparation/Earthwork, Drainage Works, Asphalt Pavement, Permanent Signaling, Erosion Control, Bridges and Seeding and Sodding. Later on t hese activities were narrowed into the 6 categories summarized in Table 3 1, where the last two categories (Bridges and Seeding and Sodding) were not considered. These last two categories of activities were excluded from the model because of its nonlinear behavior within transportation construction projects, as they take place in relative short and particular times during the highway construction process The six selected categories of activities were chosen according to how these categories affect the proj ect in terms of budget and schedule. It was found that the selected categories represent an 84.88% of the total cost of the project. On the other hand, in terms of scheduling, these 6 categories showed to have a linear behavior; as a result, they were chos en to be included in the model As an additional source to support the previously mentioned selection of categories, Maintenance of Traffic and Utilities (in this research, Utilities is partially characterized by Drainage Works) are categories of activitie s that have been identified as root causes of delay on highway projects (Thomas and Ellis, 2001). In turn, Earthmoving (in this research, characterized by Road Preparation) and Pavement ruction time and 3 1 represent the categories which involve the main activities within a transportation construction project

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35 M ethod for the U nification of M ultiple C ontr act P ay I tem s Because of the daily progress of the activities was measured by different units (cubic yards, square foot, miles, etc.), according to diverse contract pay items defined by the FDOT (FDOT, 2010), a unified numerical value was needed to calcula te the productivity per project, in order to be able to group and add various pay items into categories. Also, this was necessary to make possible the scatterplot of the progress chart of these activities in a uniform scale of production units against time Lee (2003) developed a methodology for unifying the productivity on highway construction by using an Equivalent Work Unit (EQWU), which corresponds to the equivalent amount of work that can be accomplished with eight man hours of effort The first step o f this procedure is to establish a database, including the information of work quantities measured by various units. The database has been created based upon the list of contract pay items. The second step is to estimate the unit production rate for each p ay item. The more accurate the estimation for the unit production rate, the more reliable equivalent work units can be obtained. The unit production rates, in historical data calculate Equivalent Work Unit Factors (EQWUF) for various pay items. Eight man hours divided by the estimated man hours per unit for a specific item gives an EQWUF for that item. The E QWUF calculated for each item is applied to the fourth step to estimate the amount of equivalent work units for the item. The equivalent work units are calculated by dividing estimated quantities by EQWUF. Since the quantities measured by different units a re converted into the quantities with the common unit, referred to as EQWU, these quantities can be sum up into one unified quantity (Lee, 2003). As

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36 mentioned, this EQWU allowed grouping and adding various pay items into categories. As an example, Table 3 2 shows some of the grouped categories and their respective pay items (the categories Drainage Works and Permanent Signaling have been truncated for space purpose, as these categories contain more than 50 single pay items each) Table 3 2. Unification of m ultiple pay items into Categ ories and Equivalent Work Units CATEGORY PAY ITEMS* UNITS PROJECT QUANTITY ESTIMATED WORKER HOURS PER UNIT EQWUF TOTAL EQWU TOTAL MAN HOURS Maintenance of Traffic Barrier Wall (Temp) (Standard)(Concrete) M1 1940.9 0.3346 23.91 81.19 649.5 Barrier Wall (Temp) (Rel)(Standard)(Concrete) M1 1919.9 0.3346 23.91 80.31 642.5 Panels Arrow Advance Warning E A 322 0.0990 80.81 3.985 31.88 Pavement Marking (Thermoplastic) (Removal) M2 28.99 1.3800 5.80 5.001 40.01 Pavt Marking Remov able (White/Black) (Solid) M1 204.25 0.0110 727.27 0.281 2.247 Pavt Marking Removable (Yellow) (Skip) M1 9.75 0.0110 727.27 0.013 0.107 Pavt Marking Removable (Yellow) (Solid) M1 1638 0.0110 727.27 2.252 18.02 Road Preparation / Earthwork Base Optiona l (Base Group) M2 14834 0.1149 69.63 213.1 1704 Bedding Material (Select) M3 1005 0.2090 38.28 26.26 210 Excavation Regular M3 7092 0.0310 258.06 27.48 219.9 Drainage Structures Curb and Gutter Concrete Type F M1 3223.8 0.5141 15.56 28.42 2845 Frenc h Drains (900Mm) M1 553.9 2.9320 2.73 203 1624 Manholes (Special) (<3M) EA 63.8740 0.13 7.888 621 Asphalt Bituminous Material (Tack Coat) M1 6860.4 0.0421 190.02 36.1 288.8 Superpave Asphaltic Conc (Level C) M 1 3325.1 0.119 67.23 49.46 395.7 Asph Conc Friction Course (Rubber) M 1 15.8 0.184 43.48 0.363 2.907 Permanent Signaling Light Pole Comp (Pole Top Alum inum) EA 25 19.4300 0.41 60.72 485.8 Conduit (Furnish and Install) (Underground) M1 2778 0.1460 54.79 50.7 405.6 Signal Traffic, 305Mm Std (3 Sect ions 1 Way) EA 56 3.1376 2.55 21.96 175.7 Erosion Control Fence (Reset Existing) (Special) M1 33 0.3500 22.86 1.444 11.55 Fencing, Type B M1 1101 0.3500 22.86 48.17 385.4 Rock Bags EA 308 0.0200 400.00 0 .77 6.16 Turbidity Barrier Floating M1 424.04 0.0550 145.45 2.915 23.32

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37 S election of P roper B uffers to be used in the M ode l Hopp and Spearman (2000) establish three types of buffers in production systems: Inventory buffer, Capacity buffer and Time buffe r. As mentioned, these buffers can be classified as: Inventory buffers, mainly characterized by raw materials, Work In Process (WIP) and finished goods; Capacity buffers, characterized by redundant labor (which can be separated into workers and machines); and Time buffers, with the main objective of managing production schedules and deliveries on due dates (Hauge and Paige, 2002) In construction, buffering strategies have been applied during almost twenty years and they are summarized in Table 3 3 (Gonzle z et al., 2006) Table 3 3. Buffering Strategies used in Construction (adapted from Gonzlez et al., 2006) Research/Approach Research Strategy Type of Buffer Lean Construction Monte Carlo simulation; Simulation Optimization; dynamic simulation; others. WI P Inventory Lean Construction; Supply Chain Management Discrete Simulation; Application of Kanban System; Cumulative progress of processes; value stream mapping. Material Inventory Lean Construction; Monte Carlo simulation Capacity Lean Construction; S upply Chain Management Fuzzy Logic; Dynamic Simulation; Simulation Optimization Time Lean Construction; Supply Chain Management Discrete Simulation; Processes diagram flow. WIP Inventory; Material Inventory; Capacity Table 3 3 shows that WIP, Material, C apacity and Time buffers have been broadly used within the construction industry. However, for purposes of programming the model, time buffer has been treated in terms of Work In Process, i.e. WIP buffer. In addition, regarding with WIP buffers, Ashley and Alarcn (1999) observed that a loss of

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38 productivity can be because the work units to perform by production process are not enough, which emphasize the importance of WIP buffers In terms of the project duration, the National Cooperative Highway Research P rogram (NCHRP) determined the main factors affecting time determination (NCHRP, 1995), which are summarized in Table 3 4 Table 3 4. Factors Affecting Time Determinations and Buffers (adapted from NCHRP, 1995) Ranking Factor Type of Buffer 1 Weather and S easonal Effects WIP 2 Location of Project Material/WIP 3 Traffic Impacts WIP 4 Relocation of Construction Utilities WIP On the other hand, Thomas and Ellis (2001) observed that the leading apparent causes of delay to highway construction projects were those shown in Table 3 5. Table 3 5. Apparent causes of delay to highway construction projects (adapted from Thomas and Ellis, 2001) Causes Type of Buffer Utilities WIP Delays in environmental planning and permitting issues WIP Differing site conditions WIP Errors and omissions WIP Extra work WIP / Capacity According to Tables 3 4 and 3 5, WIP, Material and Capacity buffers seem to be the most recurrent in transportation construction projects. Also, Thomas et al. (2003) focus their attention on labor (capacity), emphasizing the fact that manpower vary throughout the course of a project. On the other hand, complementing the previous changes, errors and omissions and weather (all related to WIP buffers), represented

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39 some of the most common causes of conflicts and claims within a transportation construction project. Moreover, Agdas (2008) emphasizes the idea of materials as scarce resources within transportation constr uction projects, particularly when those materials are not easily available (e.g. location). That highlights the importance of considering the buffer material as shown in Table 3 4 As a conclusion, taking into account the types of activities which more in fluence delays in transportation construction projects and the buffering strategies previously applied to other types of projects, the buffers to be used in the proposed model will be: Work In Process, material and capacity (classified into worker buffer a nd machine buffer) Discrete Event Simulation Modeling At this point, the linear scheduling method has been explained and how to schedule activities involved in a highway/transportation construction project through the use of this method, aiming at the cre ation of a model representing the transportation construction process. Then, the selection of the activities to be included into the model was done. Finally, the proper buffers to consider in the model were selected too. What remains is to talk about simul ation and how the model will be formulated in terms of this concept Simulation has to do with a series of methods and applications to mimic the behavior of real systems, typically on a computer with appropriate software packages (Kelton et al., 2007). Mor e specifically, Discrete Event Simulation refers to the modeling

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40 of a system as it changes over time by a representation in which the state variables change instantaneously at separate points in time, being these points in time at which an event occurs (La w and Kelton, 1991). In turn, an event is just something that occurs at an instant of time that might change attributes (characteristics), variables, or statistical accumulators. Examples of events can be: arrival of a truck to the system, the end of the s imulation process, etc. (Kelton et al., 2007). Therefore, what is seeking when simulating is to create a model which includes entities (in terms of this research, units or EQWU) to be processed as the simulation runs in order to obtain outputs (information ) that can help the user make better decisions. For purposes of this thesis, the outputs are average throughput of the process (project), total duration of the project and its total cost

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41 CHAPTER 4 DEVELOPMENT OF THE MODEL Conceptual Model As usual in an y model creation, before programming the routines related to the simulation process using a commercial software, it was needed to develop a conceptual model that help better understand how entities (EQWU) would be processed as they pass through the activit ies (defined in Chapter 3), and how buffers would be included into the model. Figure 4 1 conceptually shows the simulation model proposed for n linear sequential categories of activities or processes, including their respective buffers Figure 4 1. Schem atic simulation model for n linear sequential activities If variability were not taken into account, it had not been needed to include buffers into the model presented in Figure 4 1. However, Alarcn and Ashley (1999) figured out that the incorporation of WIP buffers between two sequential activities is fundamental because constant production rates (e.g. units/day) are only possible in a theoretical

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42 world. On the contrary, production rates of activities are always affected by variability and its effects can be absorbed by incorporating buffers As shown in the schematic model in Figure 4 the number of units (entities) of highway to be created by the model (i.e. yards, miles, the number of units that are leaving the In represents the initial physical space between trucks with construction materia l which are needed to build one EQWU. All these initial buffers are used as start point for the algorithm. First, second and nth Categories of Activities (or Processes) represent the groups or categories of activities which are present in a transportation construction project (as defined in Chapter 3). The effect of variability on the process is included into every category of activities through the use of different probability distributions as execution time (Kelton et al., 2008). These distributions were determined based on the information obtained from the selected case studies In order to delimit the number of variables to be processed and analyzed for the model, the other capacity and material buffers showed in Figure 4 1 have been considered as an ave rage value. In other words, the model utilizes for its calculations an average number of trucks (average material buffer), and an average number of machines and workers (average capacity buffer). However, it is necessary to point out

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43 that the average numbe r of trucks (material buffer) is only used as an input to calculate the interarrival time for trucks, which is computed according to a Poisson distribution. It is usually assumed a Poisson distribution for light to medium traffic (which is common while hig hway construction is ongoing), although assumptions of gamma and exponential distribution are also possible (Garber and Hoel, 2008) In turn, the Work In Process buffer is automatically calculated by the model at every run, because it is which controls the physical space between activities (WIP), taking into account the variability involved in every activity After setting all the initial values, the model starts running, repeating the process as many times as the user defines (e.g. 100 times). Every time t hat the model runs, the output information is filed, such as throughput, total duration of the project and total cost. Finally, the information filed for every run is exported to other software to analyze the information from a statistical point of view T he P roposed M odel A rchitecture The proposed simulation model for a transportation construction project has been designed based on the previously developed conceptual model and, the categories of activities and the buffers defined in Chapter 3. Part of this model was developed Work In for housing projects with a repetitive nature, which include d n sequential activities and WIP buffers between them. The model presented in this thesis expands the scope of the previous research conducted by Gonzlez et al. (2006), including the material and capacity buffer and proposing an optimized algorithm to co mpute the WIP buffer. Also, the categories of activities including in the present model are related to transportation

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44 construction projects and; therefore, the probability distributions considered in the model were defined according to information obtained from actual highway construction projects ExtendSim version 7.0 (ExtendSim, 2007) was the software selected to create the proposed model. The model had to be capable of representing the most significant processes involved in a transportation construction project, under the assumption that every category of activities (or processes) can be scheduled according to linear scheduling techniques Description of the S imulation P rocess As an example, Figure 4 2 shows the simulation model for two categories of act ivities (or processes), including the buffers proposed. Nevertheless, it is recalled that the whole model includes the six categories defined in Chapter 3 The following is a complete explanation of the model presented in Figure 4 2 In the model, work uni ts, entities or for this research Equivalent Working Units flow are created or where they leave the system respectively). The first step is given by the EQWU flowing f representing the Capacity buffer. The connector that feeds the buffer is the Average Number of Machines R equired for the process (Figure 4 3)

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45 Figure 4 2. Simulation model for two categories of activities (or processes)

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46 Figure 4 3. Capacity Buffer (Machines) After passing through the Capacity Buffer (Machines), the EQWU go to Capacity Buffer (Workers). This buffer works similarly to its preceding buffer, except for the input which is the Average Number of Workers. Figure 4 4 shows how this block works Figure 4 4. Capacity Buffer (Workers) e EQWU go to the Material Buffer graphically represented in Figure 4 5 Figure 4 5. Material Buffer

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47 store the number of workers, machines and material available. Every time that an added to the EQWU which is being processed The main different between the Capacity buffer and Material buffer is given by the manner how the resources are created. In case of Capacity buffer, the resources are entered as a deterministic value; however for the Material buffer, resources (trucks with material) are created accordin g to a probability distribution (Poisson). Next, it is included an explanation of why the Poisson distribution was selected to generate the inputs for the Material buffer As previously mentioned, the arrival of trucks with material required can be describe d by a Poisson distribution; assumption that is reasonable for light to medium traffic (Garber and Hoel, 2008). Despite the fact that under congested traffic conditions (heavy traffic) at work zones, traffic flow rates are mostly lower than the work zone c apacities (Jiang, 1999), the model proposed in this thesis has assumed that all the vehicles travel at the same speed through the work zone, based on the work done by Jiang and Adeli (2003). Therefore, the Average Number of Truck s Required arrival to the m odel can be assumed as Poisson distributed. Based on this assumption (Poisson distribution), the probability of x trucks arriving in any interval of time t can be obtained from expression 4 1 : 4 1 where,

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48 P(x) = the probability of x trucks arriving in time t = the mean number of occurrences in time t or the average number of trucks arriving in time t If the time t is subdivided into n equal intervals, the binomial probability mass function would be given by expression 4 2: 4 2 where is the average number of trucks arriving in time t If the arrival occurs at any time, the time t would need to be subdivided into a large number of intervals ( n shown in expression 4 3; therefore, 4 3 As n / x and expression 4 4 which approach e : 4 4 Therefore, the probability of x trucks arriving in time t is given by equation 4 5. 4 5

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49 As a result, the parameter needed as an input for the Material Buffer is the one needed for the Poisson distribution, i.e. or the average number of trucks arriving in time t Mai duration determined by a Probability Distribution Function (PDF). In this thesis, the PDF s for durations were estimated from actual data obtained from the case studies. Fig ure 4 6 shows an Activity block with its probability distribution Figure 4 6. Activity block with probability distribution blocks As information was collected from actual projects, the durations for each activity could fit any distribution. ExtendSim pr ovides a list of 35 PDF s from Beta to Weibull (Figure 4 6). However, if the collected data does not fit any distribution, ExtendSim also gives the option of using an Empirical Table which allows entering the data (Value and

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50 its probability of occurrence), in order to get an Empirical Distribution (Chen and Asau, 1974) workers and trucks are released, in order to use them for the other activities within the whole process. This is necessary because resources in any project are limited and it is not always possible to have different resources (machines, workers or trucks) for the exclusive use of differen t activities (Neumann et al., 2003). On the other hand, Blazewicz et al. (1982) recognize that in spite of the fact that in traditional scheduling problems, each machine can handle at most one job at a time and each job can be executed by at most one machi ne at a time, it is possible the use of a given fraction of each of the resources. This allowed to utilize a fraction of each resource (e.g. 80%) and then, to release the resource to be used within other activity Category of Activities 1 In accumulated until a previously defined quantity of EQWU is reached. This defined quantity of EQWU is either the Initial Work In Process buffer or the Minimum Work In Process buffer. Figure 4 7 shows the simulation architecture for the Work In Process block The objective of the Work In Process buffer shown in Figu re 4 7 is to provide enough physical space between two sequential activities in order to avoid conflicts or interferences (in this case, between Categories of Activities 1 and 2), as explained in

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51 Chapter 3 (Linear Scheduling Techniques). The Work In Proces s buffer automatically computes the WIP between two activities and compares it with the Minimum Work In Process defined by the user. If the WIP size calculated is larger than the Minimum WIP, the algorithm does not need to move ahead the point of time wher e the other EQWU begins. On the contrary, if the WIP size is less than the Minimum WIP, the algorithm moves ahead the point of time where EQWU begins. In other words, the algorithm generates a time buffer through which the WIP buffer is automatically calcu lated Figure 4 7. Work In Process block

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52 In block and from there, the procedure thro ugh which units are processed by the model is the same above explained (buffers activity buffers activity and so on). Finally, as system and the output information is sent to an output file, where the information is later statistically processed. Chapter 6 refers to the data collection and analysis Finally, the model is run during x times, where x is the number of runs defined for this research. The number of runs x d epends on the convergence of the outputs solutions; however, processing time spent for each run is also taken into account (Law and Kelton, 1991). For this model, the number of simulation runs has been set at 100. The reason why this number of simulation r uns was selected was because the outputs solutions showed evidence of convergence after 50 runs. On the other hand, the time invested in running more than 100 simulation runs was unnecessarily higher. Mathematically, the number of simulation runs can be es timated using equation 4 6 (Ott and Longnecker, 2001) 4 6 where, n is the number of simulation runs and the other terms are explained next. Should it is wanted to estimate the mean using a 100(1 )% confidence interval having a tolerable error W the interval will be y E with E = W/2 For example, for the Average Total Duration of the project, for a 95% confidence interval of width 1 and an expected standard deviation of 5%, t he number of runs would be n = (1.96) 2 (5) 2 /1 2 =

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53 96.04 100 runs. This number of runs (100) has been adopted for all experiments considered in this research. Goodness of Fit for D uration PDFs included in the M odel Despite the fact that the simulation model consists of multiple components (blocks, random generators, etc.), there is a crucial part which requires a deeper explanation. This fundamental part is the duration PDFs used in the model and how they have been set up. The importance of this part lies in the great impact that it produces on the outputs given by the system. The greater the imprecision in selecting a proper duration PDF, the lower the accuracy of the outputs given by the simulation model. The following is an explanation of how the PDFs for durations of the categories of activities have been found As mentioned while the model was explained above, each category of activities was characterized by having different Probability Distribution Functions (PDFs) for their durations. This section expla ins how these PDFs were built The full model included the six categories of activities defined in Chapter 3 with their respective PDFs. The following is an explanation of how these PDFs were found Before talking about the procedure to find the PDFs, it i s necessary to address some concepts about the different goodness of fit tests available. When a set of observations is on hand, it can be of interest knowing if these observations fit some probability distribution, in which case it is necessary to run som e statistical test to see how reliable the fit will be. There are three statistical tests available for goodness of fit analysis: the Anderson Darling, the Kolmogorov Smirnov and the Chi square methods.

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54 Any of these tests may be used to test the validity o f a specific or assumed distribution model (Ang and Tang, 2008) Anderson Darling This goodness of fit test was presented by Anderson and Darling in the mid 50s. The following are the steps to apply the Anderson Stephens, 1986) 1. To arrange the data in ascending order: x 1 n 2. To evaluate the Cumulative Distribution Function (CDF) of the proposed distribution F x (x i ) at x i for i n 3. To calculate the Anderson Darling statistic given by expression 4 7. 4 7 4. To calculate the modified statistic A* in order to account for the effect of sample size n There are different ways to calculate A* depending on the selected form of the distribution (normal, exponential, gamma, etc.). For example, for the normal distribution the value of A* is given by equation 4 8. 4 8 It is recalled that for different selected forms of the distribution the expression to calculate A* will be different. 5. To select a significan ce level and to determine the corresponding critical value c for the distribution considered, according to expression 4 9. 4 9

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55 6. Finally, to compare A* with the critical value c If A* is less than c the proposed distrib ution is acceptable at the significance level Kolmogorov Smirnov This simple and often powerful test is based on the distribution function obtained from the observed data and how far this function deviates from the proposed distribution which represents the null hypothesis (Lindgren, 1975). If the maximum difference between the observed and theoretical frequencies is larger than normally expected for a given sample size, the theoretical distribution is not acceptable. On the contrary, if the difference i s less than a critical value, the theoretical distribution is acceptable at the prescribed significance level (Ang and Tang, 2008). The following are the steps needed to conduct this test. 1. As done in the Anderson Darling test, it is necessary to arrange the observed data in ascending order: x 1 n 2. To generate a stepwise experimental cumulative fr equency function F n (x) according to expression 4 10: 4 10 where x 1 x 2 x n are the observed values and n is the sample size. 3. To calculate the value of D n that refers to the maximum difference between the proposed distribu tion function F x (x) and the cumulative frequency function given by equation 4 10. Figure 4 7 shows a step function scatterplot of F n ( x ) with the value of D n Equation 4 11 shows the mathematical expression to calculate D n

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56 4 1 1 Figure 4 7. Kolmogorov Smirnov statistic D n (adapted from Lindgren, 1975) 4. To find the critical value of K at a given level of significance The critical values of K at various significance levels are calculated from the Kolmogorov distribution; values which are usually tabulated to avoid tedious calculations. 5. To compare the value of D n with the critical value of K at a given level of significance Chi Square Unlike other goodness of fit tests, which are based on comparing the differences bet ween cumulative distribution function, the chi square test compares frequencies. Specifically, the chi square goodness of fit test compares the observed frequencies n 1 n 2 n k of k values (or in k intervals) of the variate with the corresponding expected frequencies e 1 e 2 e k calculated from the proposed distribution model (Ott and

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57 Longnecker, 2001). This comparison is made on the basis of statistical test given by equation 4 12. 4 12 where c 1 f is the critical value of the f 2 distribution at the cumulative probability of (1 ). The critical values of c 1 f are tabulated for different levels of significance As a result, if equation 4 12 is satisfied, the proposed distribution is accep table, at the significance level At this point, the three different goodness of fit tests involved in the selection of the proper distribution functions for durations of activities (1 through 6) have been analyzed. Taking the data from the two case stud ies available, the Crystal Ball software (2010) was run in order to apply the above explained theory to finding the better suited distribution for each category of activities Crystal Ball (2010) is spreadsheet based software which allows modeling, forecas ting, simulation and optimization. Through the use of this software, the information related to the production rates of activities was entered manually, through the use of an Excel spreadsheet, in order to get the probability distribution which better fit. On the other hand, Crystal Ball possesses an automatic mode to find the best fit probability distribution; although, the software also has a manual mode. Within this research, the manual mode was selected because of the possibility of trying the three dif ferent goodness of fit tests presented above (Anderson Darling, Kolmogorov Smirnov, and Chi square)

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58 The procedure to select the appropriate probability distribution was conducted for each category of activities and for each case study project separately. This procedure consisted of three steps: 1. To take the production rates data from each case study separately and to type this information into an Excel spreadsheet with Crystal Ball software installed. 2. To run Crystal Ball in the manual mode using the first mentioned test (Anderson Darling), obtaining a probability distribution with its parameters. Secondly, using the same data, the Kolmogorov Smirnov test was run in order to obtain its respective probability distribution. Finally, the Chi square test w as run, obtaining its corresponding probability distribution. 3. Despite the fact that those three goodness of fit tests are based on different theoretical considerations, it is not possible to compare each other. However, the procedure here was to find so me consistency between the three different tests. Therefore, if at least two out of the three tests coincided in their findings (the three tests get the same probability distribution), it was assumed that the probability distribution function found was app ropriate. On the contrary, if the three tests get different probability functions, it was assumed that there was no consistency among tests; therefore, the data was considered empirical, in which case the production rates data was manually entered into the simulation software (ExtendSim, 2010). Table 4 1 shows the probability distribution functions for each category of activities obtained from Crystal Ball, for each case study separately.

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59 Table 4 1. P DFs for Categories of Activities for the two case studi es C ase Study Project Category of Activity Probability Distribution Function (PDF) Parameters of the PDF Scatterplot of the PDF 1 Maintenance of Traffic (MOT) Empirical NA Erosion Control Beta Shape 1: 0.91 Shape 2: 1.64 Maximum: 3.49 Location: 0.12 Drainage Works Beta Shape 1: 0.83 Shape 2: 0.84 Maximum: 3.24 Location: 0.52 Road Preparation/Earthworks Beta Shape 1: 1.02 Shape 2: 0.77 Maximum: 4.23 Location: 0.02 Asphalt Beta Shape 1: 0.98 Shape 2: 1.4 Maximum: 1.14 Location: 0.04 Perm anent Signaling Beta Shape 1: 0.51 Shape 2: 0.76 Maximum: 4.3 Location: 0.29 2 Maintenance of Traffic (MOT) Gamma Scale: 0.57 Shape: 3.1 Location: 0.19 Erosion Control Lognormal Mean: 0.4 Std. Dev.: 1.68 Location: 0.09 Drainage Works Lognormal Mean: 2.83 Std. Dev.: 1.18 Location: 0.0 Road Preparation/Earthworks Beta Shape 1: 0.62 Shape 2: 0.95 Maximum: 4.65 Location: 0.21 Asphalt Triangular Minimum: 0.04 Maximum: 1.33 Most likely: 0.06 Permanent Signaling Logistic Alpha: 1.97 Beta: 0 .29

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60 Computation of the O utputs within the M odel It is recalled that the Equivalent Working Units (EQWU) were created at the beginning of the simulation process; then, they were controlled by the buffers (Capacity, Material and Work In Process), being su Functions which were defined for each category, based on the information obtained from the two case study projects. Finally, the EQWU left the system and the output information was filed into an Excel spreadsheet. Chapter s 5 and 6 deal with the analysis of this output information The three outputs variables considered in this research were Average Throughput, Average Total Dur ation and Average Total Cost. The following is a n explanation about how those variables were computed within the model. The Average Throughput was calculated in every hierarchical block (Figure 4 ExtendSim (2007). This information block automatically computed and displayed the n block. This throughput rate is the n n = 6 (number of categories for the whole process), it is added up and then divided by the number of categories, as shown in equation 4 13. T he Average Throughput information

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61 4 13 block which computes the Tot al Cycle Time for the whole process and sent the information to cost to produce one unit (in this case, one EQWU). Therefore, using on site information taking the total cost per category and dividing it by the number of days for this activity. The stochastic character known from case studies, whereas according to the probability distribution function assigned to every category. This done for the previous outputs. Finally, block by Excel for the three outputs in study (Average Throughput, Average Total Duration and the Average Total Cost) is then statistically analyzed in conjunction with other software (Crystal Ball, 201 0; InfoStat, 2008).

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62 CHAPTER 5 TESTING AND VALIDATI ON OF THE MODEL Introduction In this chapter, data collection from the case studies and its analysis are addressed. Also, the testing and validation of the model are conducted through which the simulation model was implemented on site. This implementation was possible through two case study projects that are explained in the following sections Description of C ase S tudy P rojects To conduct the testing and validation process of the proposed model, the produ ctivity data from highway construction projects awarded by the Florida Department of Transportation was used. Those projects (both located in the State of Florida), were part of a research where the variation of productivity data was measured on three diff erent case study projects that had similar scope, in terms of the construction type and size (Ellis and Lee, 2006). As mentioned in Chapter 3, only case studies 1 and 2 were considered in this thesis, because the third case study was incomplete as when the source research was conducted (only 30% of the progress). These two case study projects will be identified as follows: Case Study No. 1: S.R. 121 Project and Case Study No. 2: S.R. A1A/Collins Avenue Project Case Study No. 1: S.R. 121 Project This projec t consisted of adding lanes and reconstructing the S.R. (State Road) 121 from the Interstate 10 (I 10) to a point north of Lowder Street. The project had a Financial Project No. 207911 1 52 01 and the location of the project was classified as resurfacing, landscaping, signalization, pavement marking, bridge widening, utility

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63 adjustment, drainage improvement, and other incidental construction work. As above described (Chapter 3), the work for widening a bridge was excluded from this case study, because it had a non linear behavior and its particular occurrence in a relative short time during the development of the project. As a consequence of this, the measurements of the quantities on the bridge were not taken on a regular time basis, such as daily or weekly quantities. The project consisted of 162 pay items (activities), but they were grouped and classified in 6 categories of activities only, as explained in Chapter 3. The estimated budget and time for completing this project were originally $4,470,086.95 and 400 calendar days respectively. However, the amount of the budget was increased to $5,758,167.20 by the supplemental agreements and extra work in about five mont hs after the construction had begun. That provoked that the contract time for the construction was also extended to 525 calendar days. Approximately 60 days were granted for adverse weather conditions, and the other extra days were added for the supplement al agreements and extra work. The first calendar day for this project began May 6, 2002. The prime contractor for this proje ct was J.B. Coxwell Contracting. Case Study No. 2: S.R. A1A/Collins Avenue Project This project consisted of reconstructing a sectio n of S.R. (State Road) A1A/Collins Avenue from Lincoln Road to 26th Street in Miami Dade County, Florida. The project had a Financial Project No. 249687 1 52 01 and the location of the project was this project was an incentive/disincentive contract and consisted of 176 pay items. As occurred for the case

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64 study No. 2, these pay items were grouped and classified in 6 categories of activities only, as explained in Chapter 3. The original estimated con tract time for this project was 550 calendar days, but it was adjusted by the incorporation of some change orders. An extra 14 days were added by the effects of inclement weather. The original bid given by the contractor awarded this job was $6,885,005.13. However, this budget was adjusted to approximately $6,935,000.00, based upon all approved change orders. The amount of the change orders was $49,997.72 The job execution date for the project was January 25, 2001. The project actually began April 16, 2001 and its substantial construction work was completed in October 2002. No scheduled work was performed from the middle of December 2001 to April 7, 2002. The data for controlling project productivity were, therefore, not measured during this period. The pr ime contractor for this project was Central Florida Equipment Rental of Dade County, Inc Deterministic M odels for C ase S tudy P rojects After describing the case study projects, the following step is to present a deterministic scheduling approach for the tw o case studies, in order to compare them with the simulating scheduling approach. The inputs to build up these deterministic models are the actual data obtained from the two case study projects. Figures 5 1 and 5 2 show the linear scheduling computed by co nsidering deterministic production rates taken from the case studies No. 1 and No.2 respectively

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65 Figure 5 1. Deterministic sequence of the categories for the case study No. 1 Figure 5 2. Deterministic sequence of the categories for the case study No. 2

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66 Figure 5 1 shows the linear scheduling for the case study No. 1, with a total duration of 525 calendar days or 376 working days. Through this figure, it is seen the six categories of activities considered by the simulation model proposed for this thesis, which were scheduled on the basis of linear scheduling techniques (Chapter 3). Despite the fact that it is seen a linear behavior for all the six categories of activities, it is visually evident that there are several conflicts and interferences between c ategories of activities. On the other hand, it is difficult to identify the sequential progress throughout the project, because there are some categories which seem to start before others but it is not easy to figure out which ones. Finally, because of the inconsistency problems presented in this deterministic approach view, it could be time consuming to solve conflicts and interferences, as shown in Chapter 3 (through the use of buffer) Regarding with the case study No. 2, Figure 5 2 shows a total duratio n of 550 calendar days or 395 working days. In this project, similar problems to those found in the case study No. 1 are evidenced (overlapped activities, interferences, etc.) Both case study projects were scheduled according to linear scheduling techniqu es presented in Chapter 3. Production rates (Equivalent Working Units per day) were used as input information to this deterministic approach for both projects. Due to the deterministic nature of the data, total durations remained the same for both projects (376 and 395 working days respectively). This represents the main difference between a deterministic approach presented in this section and the probabilistic approach presented through the simulation model proposed in this thesis. In other words, when a d eterministic approach is taken into account in scheduling techniques, the outputs (e.g.

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67 duration), will remain the same; however, when a probabilistic/simulating approach is considered, the outputs will be different for every simulation run (Willis, 1986) In the following section the validation of the proposed model is address, on the basis on the deterministic approach presented in this section Testing and Validation of the P roposed M odel In this part of the thesis, the testing and validation process of the proposed model is addressed. This process has been conducted according to the classic steps for testing and validation of a computer simulation model (Law and Kelton, 1991) The first step in a testing/validation process is the experimental design. As a part of this first step, the parameters to be included in the experimental design are determined. The parameters considered for this testing procedure have been the following: Average Throughput, Total Project Duration and Total Cost for each case study. Table 5 1 shows the parameters to be tested which were taken from the case study projects (deterministic approach) Table 5 1. Parameters to be tested for the model Parameter Case Study No. 1 Case Study No. 2 Average Throughput (EQWU/day) 0.376 0.395 To tal Duration (working days) 376 395 Total Cost ($) $5,758,167.20 $6,935,002.85 In terms of experimental design, the input parameters and structural assumptions making up a model are called factors, and the outputs are called responses (Law and Kelton, 19 91). Factors can be either quantitative or qualitative; quantitative factors have been considered for this research (e.g. average number of trucks required for the material buffer). Table 5 2 shows the factors and their respective levels considered for

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68 thi s research. In other words, each factor represents the parameter of the model that would be modified Table 5 2. Factors and Levels considered for the model Factors Levels Minimum WIP Buffer (EQWU) 1 5 10 Average Capacity Buffer (# Machines per EQWU) 0.8 1 1.2 Average Capacity Buffer (# Workers per EQWU) 0.8 1 1.2 Average Material Buffer (# Trucks per EQWU) 0.8 1 1.2 Levels presented in Table 5 2 have been defined in terms of an average value (central column of Levels in Table 5 2) and its minimum and maximum values (left and right columns of levels respectively). In case of the Minimum Work In Process buffer, the average value has been 5 Equivalent Working Units with a minimum value of 1 EQWU and a maximum value of 10 EQWU. In case of the other buffer s (capacity and material), the level values are expressed in terms of an average value equal to 1 and its extreme values, which represent a reduction and an increment of 20% respectively around the average value The following step is to determine the numb er of experiments to be addressed. There are several methods to calculate the number of experiments within an experimental design process, f or example the 2 k factorial design (Law and Kelton, 1991; Ott and Longnecker, 2001). Particularly for this s tudy it is possible to see that the number of experiments can be determined through a combination of the factors, where there are 3 levels which are combined 4 times (factors). This implies 3 3 3 3 = 3 4 = 81 experiments (Neter and Wasserman, 1974) Table 5 3 shows the 81 experiments considered for this research with the factors presented in Table 5 2

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69 Table 5 3. Experiments for testing the model Exp ID Min WIP Bf (EQWU) Avg. Capacity Bf (#Machines / EQWU) Avg. Capacity Bf (#Workers / EQWU) Avg. Material Bf (#Trucks / EQ WU) Exp ID Min WIP Bf (EQWU) Avg. Capacity Bf (#Machines / EQWU) Avg. Capacity Bf (#Workers / EQWU) Avg. Material Bf (#Trucks / EQWU) Exp 1 1 0.8 0.8 0.8 Exp 42 5 1 1 1.2 Exp 2 1 0.8 0.8 1 Exp 43 5 1 1.2 0.8 Exp 3 1 0.8 0.8 1.2 Exp 44 5 1 1.2 1 Exp 4 1 0.8 1 0.8 Exp 45 5 1 1.2 1.2 Exp 5 1 0.8 1 1 Exp 46 5 1.2 0.8 0.8 Exp 6 1 0.8 1 1.2 Exp 47 5 1.2 0.8 1 Exp 7 1 0.8 1.2 0.8 Exp 48 5 1.2 0.8 1.2 Exp 8 1 0.8 1.2 1 Exp 49 5 1.2 1 0.8 Exp 9 1 0.8 1.2 1.2 Exp 50 5 1.2 1 1 Exp 10 1 1 0.8 0.8 E xp 51 5 1.2 1 1.2 Exp 11 1 1 0.8 1 Exp 52 5 1.2 1.2 0.8 Exp 12 1 1 0.8 1.2 Exp 53 5 1.2 1.2 1 Exp 13 1 1 1 0.8 Exp 54 5 1.2 1.2 1.2 Exp 14 1 1 1 1 Exp 55 10 0.8 0.8 0.8 Exp 15 1 1 1 1.2 Exp 56 10 0.8 0.8 1 Exp 16 1 1 1.2 0.8 Exp 57 10 0.8 0.8 1 .2 Exp 17 1 1 1.2 1 Exp 58 10 0.8 1 0.8 Exp 18 1 1 1.2 1.2 Exp 59 10 0.8 1 1 Exp 19 1 1.2 0.8 0.8 Exp 60 10 0.8 1 1.2 Exp 20 1 1.2 0.8 1 Exp 61 10 0.8 1.2 0.8 Exp 21 1 1.2 0.8 1.2 Exp 62 10 0.8 1.2 1 Exp 22 1 1.2 1 0.8 Exp 63 10 0.8 1.2 1.2 Ex p 23 1 1.2 1 1 Exp 64 10 1 0.8 0.8 Exp 24 1 1.2 1 1.2 Exp 65 10 1 0.8 1 Exp 25 1 1.2 1.2 0.8 Exp 66 10 1 0.8 1.2 Exp 26 1 1.2 1.2 1 Exp 67 10 1 1 0.8 Exp 27 1 1.2 1.2 1.2 Exp 68 10 1 1 1 Exp 28 5 0.8 0.8 0.8 Exp 69 10 1 1 1.2 Exp 29 5 0.8 0.8 1 Exp 70 10 1 1.2 0.8 Exp 30 5 0.8 0.8 1.2 Exp 71 10 1 1.2 1 Exp 31 5 0.8 1 0.8 Exp 72 10 1 1.2 1.2 Exp 32 5 0.8 1 1 Exp 73 10 1.2 0.8 0.8 Exp 33 5 0.8 1 1.2 Exp 74 10 1.2 0.8 1 Exp 34 5 0.8 1.2 0.8 Exp 75 10 1.2 0.8 1.2 Exp 35 5 0.8 1.2 1 Exp 76 10 1.2 1 0.8 Exp 36 5 0.8 1.2 1.2 Exp 77 10 1.2 1 1 Exp 37 5 1 0.8 0.8 Exp 78 10 1.2 1 1.2 Exp 38 5 1 0.8 1 Exp 79 10 1.2 1.2 0.8 Exp 39 5 1 0.8 1.2 Exp 80 10 1.2 1.2 1 Exp 40 5 1 1 0.8 Exp 81 10 1.2 1.2 1.2 Exp 41 5 1 1 1

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70 The det erministic scheduling approaches presented in preceding sections were used as base cases. To validate the simulation model presented in this thesis, the outputs of the model were examined and compared to the base cases. The outputs used in this process wer e: Average Throughput, Total Duration and Total Cost Table 5 4 shows a summary with the outputs obtained from the simulation model for the case studies No. 1 and No. 2, which can be compared to the deterministic outputs shown in Table 5 1. Despite the fac t that it is necessary to conduct an analysis of variance of the simulation outputs in order to analyze the soundness of the model in terms of its input variables, it is equally possible to compare the deterministic outputs to the 81 experiments outputs fr om the simulation model in terms of its means and standard deviations for each one of the factors considered in this research and each case study Table 5 4. Outputs from the simulation model for case studies No. 1 and No. 2 Parameter Case Study No. 1 Case Study No. 2 Average Throughput (EQWU/day) 0.3480.014 0.3860.017 Average Total Duration (working days) 383.2615.11 392.5314.56 Average Total Cost ($) $5,738,398.35$169,340.68 $6,941,392.74$167,848.93 A t a first glance, it is observed that the out put values from the simulation model (Table 5 4) are consistently comparable to the deterministic outputs (Table 5 1), particularly in terms of mean values. Table 5 5 shows a comparison between the two approaches (deterministic versus simulation based or p robabilistic) for both case studies, taking into account the mean values of the probabilistic/simulating approach

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71 Table 5 5. Comparison between deterministic and simulation based approaches for case studies No. 1 and No. 2 Case study Parameter Determinis tic approach Probabilistic approach Absolute Differences Percent Differences 1 Average Throughput (EQWU/day) 0.376 0.3 48 0.028 7.45% Average Total Duration (working days) 376 3 83.26 7.26 1.93% Average Total Cost ($) $5,758,167.20 $5,7 38 398 35 $19, 768.85 0.34% 2 Average Throughput (EQWU/day) 0.395 0.3 86 0.009 2.28% Average Total Duration (working days) 395 3 92.53 2.47 0.63% Average Total Cost ($) $6,935,002.85 $ 6 941 392 74 $6,389.89 0.09% Table 5 5 shows that percent differences did not exceed 8% for both case study projects. It should be noticed that case study No. 2 exhibited less differences than case study No. 1. This can be explained by looking at the unusual location of some categories of activities within case study No. 1 (Figure 5 1), which were reorganized at the moment of running the simulation model As a complement, diverse analyses of variance of the simulation outputs will be conducted, in order to analyze the relationships between the dependent variables (outputs) and the in dependent variables (inputs) considered in developing the model. This will be done in the following chapter (Data Analysis and Interpretation) Finally, from a graphical point of view, Figure s 5 3 and 5 4 show the linear scheduling charts as outputs from t he simulated approach attempted in this study for both case studies. As seen in Figures 5 3 and 5 4, it is not difficult to identify the location and size of Work In Process buffers throughout the projects, as well as the lags (Time buffers) within categor ies in order to avoid conflicts and interferences between them. On the other hand, despite the fact that variability has been taken into account for simulation models presented in Figures 5 3 and 5 4, the behavior of their schedules look less erratic than the deterministic approach seen in Figures 5 1 and 5 2.

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72 Figure 5 3. Linear Scheduling chart for the case study No. 1 (simulation approach) Figure 5 3. Linear Scheduling chart for the case study No. 2 (simulation approach)

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73 CHAPTER 6 DATA ANALYSIS AND INTERPRETATION Introduction As mentioned, after comparing the mean and standard deviation of the simulation based approach to the deterministic approach, it is necessary to study statistically the outputs obtained from the simulation model (analysis of var iance and multivariate analysis of variance), in order to analyze the soundness of the simulation based approach. As seen in Table 5 4, there were 81 experimental outputs for each factor of interest (i.e. Average Throughput, Total Project Duration and Tota l Cost) and for each one of the two case studies considered in this thesis. The following are the steps required to analyze the projects: 1. To run a preliminary analysis that contains graphical representation of the data. 2. To run diverse analyses of var iance studying the effects of the input variables on the dependent variables separately (one dependent variable at a time). 3. To run a multivariate analysis of variance studying the effects of the input variables on the all dependent variables at the same time. Preliminary Analyses According to Ott and Longnecker (2001), a scientific report of the results of an experiment should contain graphical representations of the data used in the study. Hence, the initial analysis of the data involves scatterplotting the performance or dependent variables (Average Throughput, Total Duration and Total Cost) versus the design factors (Minimum WIP buffer, Capacity buffer, Material buffer), in order to obtain an approximated idea of which factors may be related to the per formance variables. On

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74 the other hand, the scatterplots will show whether the relationships between performance variables and design factors will be linear or will require a higher order level. Additionally, the scatterplots comprised in the following grap hical analyses include the calculation of the coefficient of determination R 2 which can gives some information about the relationships between dependent and independent variables (Ott and Longnecker, 2001) Preliminary Analysis for C ase S tudy No. 1 Figure 6 1 shows the scatterplots of the Average Throughput (performance or dependent variable) versus Minimum WIP buffer, Capacity buffer (Machines), Capacity buffer (Workers) and Material buffer respectively. All these scatterplots regard to case study No. 1 Figure 6 1. Average Throughput versus buffers for case study No. 1 In Figure 6 1, it is possible to see that there was no evidence of relationship s between the Average Throughput and the Average Capacity buffer (Workers) and

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75 between the Average Throughpu t and the Average Material buffer. In other words, there was no evidence of changes in Y axis (Average Throughput) as X axis (Capacity buffer Workers and Material buffer) changes ( R 2 Minimum WIP buffer, where the evidence of relationship between the performance variable (Average Throughput) and the design factor (Minimum WIP buffer) was weak ( R 2 out the relationship between the Average Throughput and the Average Capacity Buffer (Machines), with a R 2 = 0.938 Next, also for case study No. 1, Figure 6 2 shows the scatterplots of the Average Total Duration versus the Minimum WIP buffer, Capacity buff er (Machines), Capacity buffer (Workers) and Material buffer respectively Figure 6 2. Average Total Duration of the project versus buffers for case study No. 1 I n Figure 6 2, it is possible to see that there was no evidence of relationship between the A verage Total Duration and the Average Capacity buffer (Workers) and between the Average Total Duration and the Average Material Buffer. In other words,

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76 there was no evidence of variations in Y axis (Average Total Duration) as X axis (Capacity buffer Worker s and Material buffer) changes ( R 2 Minimum WIP buffer, the evidence of relationship between the performance variable (Average Total Duration) and the design factor (Minimum WIP buffer) was also weak ( R 2 ionship between the Average Total Duration and the Average Capacity Buffer (Machines), with a R 2 = 0.7046. Regarding to this value, some authors indicate that unless the R 2 is greater than 0.36 there is a very little trend in a plot (Ott and Longnecker, 20 01) Finally, also for case study No. 1, Figure 6 3 shows the scatterplots of the Average Total Cost versus the Minimum WIP buffer, Capacity buffer (Machines), Capacity buffer (Workers) and Material buffer respectively Figure 6 3. Average Total Cost of the project versus buffers for case study No. 1 Figure 6 3 (Average Total Cost versus buffers) shows that there was no evidence of relationships between the Average Total Cost and the buffers. In other words, there

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77 was no evidence of changes in Y axis (Ave rage Total Cost) as X axis (WIP, Capacity or Material buffer) changes ( R 2 between 0.0035 and 0.0147). However, despite the fact of no evidence of relationships between the independent variables (buffers) and the dependent variable (Average Total Cost), thi s graphical approach needs to be complemented with the correspondent analysis of variance. This analysis will be conducted after analyzing graphically case study No. 2, as done at this point for the case study No. 1 Preliminary Analysis for C ase S tudy No. 2 The following scatterplots regard to case study No. 2. Figure 6 4 shows the scatterplots of the Average Throughput (performance or dependent variable) versus Minimum WIP buffer, Capacity buffer (Machines), Capacity buffer (Workers) and Material buffer r espectively Figure 6 4. Average Throughput versus buffers for case study No. 2

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78 In Figure 6 4, it is seen that there was no evidence of relationship between the Average Throughput and the Average Capacity buffer (Workers) and between the Average Throughp ut and the Average Material buffer (two charts shown below). That implies that there was no evidence of variations in Y axis (Average Throughput) as X axis (Capacity buffer Workers and Material buffer) changes ( R 2 Minimum WIP buffer (independent variable) and its relationship with the performance variable (Average Throughput) showed to be some stronger than the previous case ( R 2 = 0.2433). On the other hand, there was an even stronger evidence ab out the relationship between the Average Throughput and the Average Capacity Buffer (Machines), with a R 2 = 0.7183 Figure 6 5 shows the scatterplots of the Average Total Duration versus the Minimum WIP buffer, Capacity buffer (Machines), Capacity buffer ( Workers) and Material buffer respectively, for case study No. 2 Figure 6 5. Average Total Duration of the project versus buffers for case study No. 2

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79 As seen in Figure 6 4 (Average Throughput versus buffers), Figure 6 5 shows that there was no evidence of relationship between the Average Total Duration and the Average Capacity buffer (Workers) and between the Average Total Duration and the Average Material Buffer respectively. With regards to the Minimum WIP buffer and Average Capacity buffer (Machines), there was evidence of relationships between the performance variable (Average Total Duration) and the design factors (Minimum WIP buffer and Average Capacity Buffer), with values of R 2 equal to 0.4941 and 0.50 respectively. Being these values greater than 0.36, it is possible to find a trend in the plot (Ott and Longnecker, 2001) To conclude the graphical analysis for the case study No. 2, Figure 6 6 shows the scatterplots of the Average Total Cost versus the buffers (Minimum WIP buffer, Capacity buffer M achines, Capacity buffer Workers and Material buffer) Figure 6 6. Average Total Cost of the project versus buffers for case study No. 2

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80 Figure 6 6 (Average Total Cost versus buffers) illustrates that there was no evidence of relationships between the Av erage Total Cost and the buffers. In other words, there is no evidence of variations in Y axis (Average Total Cost) as X axis (WIP, Capacity or Material buffer) changes ( R 2 between 0.0032 and 0.0474). However, as occurred in the case study No. 1, despite t he fact of no evidence of relationships between the independent variables (buffers) and the dependent variable (Average Total Cost), this graphical approach needs to be complemented with the correspondent analysis of variance. On the other hand, a low valu e of R 2 does not always provide enough proof about the relationships between the dependent and the independent variable, because the choices of x (independent variable) can be restricted to a small range, eliminating the outside values of x, which can prod uce low values for the coefficient of determination R 2 (Ott and Longnecker, 2001). This is why is so important to extend this graphical study to a complete analysis of variance, which will be conducted in the following sections for both case study projects Analyses of Variance for C ase S tudies This section addresses the analysis of variance for the two case study projects, based on the information obtained from the simulation based approach (proposed model) At this point, some ideas have been said about t he Analysis of Variance (ANOVA) as a statistical tool for studying the relation between a performance or dependent variable and one or more independent variables or design factors. More precisely, the analysis of variance is a statistical technique for ana lyzing measurements depending on several types of effects operating simultaneously, to decide which types of effects are

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81 important and to estimate the effects (Scheff, 1999). ANOVA allows testing hypothesis referred to position parameters (expected value) of two or more distributions. The null hypothesis H o to be tested is given by expression 6 1 versus with i e 6 1 Where e is the number of experiments to be run for the model and H a refers to the alternative hypothesis I n more general terms, e is the number of populations to be study for the experimenter Therefore, the value of i is between 1 to e (Hayter, 2007) On the other hand, in experimental design, it was said that a factor is an in dependent variable to be studied in a research and a level of a factor is a particular form of that factor (Neter and Wasserman, 1974). Therefore, based on the 81 experiments presented in Table 5 3, the following is the analysis of variance that was conduc ted to determine which types of relationships were relevant and which independent variables produced some effect over each one of the dependent or performance variables, for both case studies. The ANOVA for each case study project was run using the statist ical software InfoStat (2008) with a level of significance of = 0.05 It is recalled that the dependent or performance variables in study are: Average Throughput (AvgTP), Average Total Duration (AvgTotDur) and Total Cost (AvgTotCost); outputs obtained from the simulation based model proposed in this thesis. In turn the independent variables or design factors are the following buffers: Minimum Work In Process buffer, Capacity buffer (Machines), Capacity buffer (Workers) and Material buffer. The notation in the following Analyses of Variance is as follows: MinWIPBf r efers to the Minimum WIP Buffer, AvgCapBfM refers to the Average Capacity Buffer

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82 (Machine), AvgCapBfW refers to the Average Capacity Buffer (Worker), and AvgMatBf refers to the Average Material Buffer ANOVA for C ase S tudy No. 1 The following is the ANOVA for the case study No. 1. Table 6 1 shows the ANOVA for the Average Throughput, without taking into account any interaction between variables Table 6 1. ANOVA for the Average Throughput for case study No. 1, without interactions Statistical Variables SS d f MS F p value Model 0.02 8 3.1E 03 803.90 <0.0001 MinWIPBf 1 .2E 03 2 6.2E 04 165.43 <0.0001 AvgCapBfM 0.02 2 0.01 3069.05 <0.0001 AvgCapBfW 5.8E 06 2 2.9E 06 0.76 0.4704 AvgMatBf 2.8E 06 2 1.4E 06 0.38 0.6882 Error 2.7E 04 72 3.8E 06 Total 0.02 80 Statistical Variable s N R 2 R 2 Adj CV AvgTP 81 0.99 0.99 0.56 First of all, Table 6 1 shows in its last row a coefficient of determination R 2 = 0.99, which implies that a 99% of the variation in the dependent variable (Average Throughput) can be explained by the variation of the independent variables (buffers) For MinWIPBf and AvgCapBfM, their p value<0.0001 was less than the level of significance of the test ( = 0.05) and, therefore, this implies that the value for the F statistical was greater than the theoretical value expected under the hypothesis that there are no significant differences in the Average Throughput when the MinWIPBf and AvgCapBfM change. As a result, for a level of significance of = 0.05, there are significant differences in the Average Throughput when either the MinWIPBf or the AvgCapBfM change. On the contrary, the p values for AvgCapBfW and AvgMatBf were not significant; therefore, their changes did not produce significant changes in the

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83 Average Throughtput. This output confirms what was shown in Figure 6 1, where it was graphically seen that there were no influences of AvgCapBfW and AvgMatBf over the Average Throughput for the case study No. 1 Next, other ANOVA is run in order to find some interactions between variables and their potential effects over the Average Throughput. This analysis is shown in Table 6 2 Table 6 2. ANOVA for the Average Throughput for case study No. 1, with inter actions Statistical Variables SS Df MS F p value Model 0.02 48 5.1E 04 241.69 <0.0001 MinWIPBf 1 .2E 03 2 6.2E 04 294.11 <0.0001 AvgCapBfM 0.02 2 0.01 5456.38 <0.0001 AvgCapBfW 5.8E 06 2 2.9E 06 1.35 0.2724 AvgMatBf 2.8E 06 2 1.4 E 06 0.67 0.5198 MinWIPBf*AvgCapBfM 1.3E 04 4 3.3E 05 15.58 <0.0001 MinWIPBf*AvgCapBfW 3.3E 06 4 8.4E 07 0.39 0.8118 MinWIPBf*AvgMatBf 7.6E 06 4 1.9E 06 0.89 0.4784 AvgCapBfM*AvgCapBfW 1.1E 05 4 2.8E 06 1.31 0.2872 AvgCapBfM*AvgMatBf 1.3E 05 4 3.4E 06 1.58 0.2041 AvgCapBfW*AvgMatBf 1.3E 06 4 3.4E 07 0.16 0.9577 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 3.5E 05 16 2.2E 06 1.02 0.4617 Error 6.8E 05 32 2.1E 06 Total 0.02 80 Statistical Variable s N R 2 R 2 Adj CV AvgTP 81 1.00 0.99 0.42 Similarly a s seen in Table 6 1, Table 6 2 shows in its last row a coefficient of determination R 2 = 1.00 ( R 2 Adj = 0.99), which implies that a 99% of the variation in the dependent variable (Average Throughput) can be explained by the variation of the independent var iables (buffers and their interactions) From Table 6 2, it is possible to observe that the four way interaction in the ANOVA model was not significant (MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf, p = 0.4617). Similarly for the other two way interactions (MinWI PBf*AvgCapBfW, p = 0.8118; MinWIPBf*AvgMatBf, p = 0.4784; AvgCapBfM*AvgCapBfW, p = 0.2872; AvgCapBfM*AvgMatBf, p = 0.2041; AvgCapBfW*AvgMatBf, p = 0.9577). In other words, except for the two way interaction between MinWIPBf and AvgCapBfM (p < 0.0001), all the factors in study operate independently. In order to examine how these two

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84 interacting variables (MinWIPBf and AvgCapBfM) affect the Average Throughput (AvgTP), it is necessary to work with the sample means shown in Table 6 3 and in Figure 6 7. These sa mple means were calculated using the information presented in Table 5 4 Table 6 3. Effects of MinWIPBf and AvgCapBfM on the Average Throughput for case study No. 1 MinWIPBf AvgCapBfM AvgTP (Sample Means) 1 0.35187 5 0.34838 10 0.34237 0.8 0.36 833 1.0 0.34738 1.2 0.32690 Figure 6 7. Effects of MinWIPBf and AvgCapBfM on the Average Throughput for case study No. 1 After analyzing both buffers independently (Minimum WIP and Average Capacity Machines), it is possible to see in Table 6 3 an d Figure 6 7 that both of them negatively affect the Average Throughput of the case study No. 1. However, the AvgCapBfM showed to have more impact on the reduction of productivity ( 11.248%) than the MinWIPBf did ( 2.706%)

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85 The following is the ANOVA for t he Average Total Duration. Table 6 4 shows the ANOVA for the Average Total Duration for the case study No. 1, without taking into account any interaction between variables Table 6 4. ANOVA for the Average Total Duration for case study No. 1, without inter actions Statistical Variables SS df MS F p value Model 63712.24 8 7964 03 1749.24 <0.0001 MinWIPBf 18486.93 2 9243 47 2030.26 <0.0001 AvgCapBfM 45221.64 2 22610 82 4966.30 <0.0001 AvgCapBfW 1 87 2 0 94 0. 21 0. 8148 AvgMatBf 1 79 2 0.90 0.20 0. 8219 Error 327 80 72 4.55 Total 64040 05 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotDur 81 0.99 0.99 0.56 Table 6 4 exhibits a coefficient of determination R 2 = 0.99, which implies that a 99% of the variation in the dependent v ariable (Average Total Duration) can be explained by the variation of the independent variables (buffers) For MinWIPBf and AvgCapBfM, their p value<0.0001 was less than the level of significance of the test ( = 0.05) which implies that for a level of significance of = 0.05, there are significant differences in the Average Total Duration when either the MinWIPBf or the AvgCapBfM change. On the contrary, the p values for AvgCapBfW and AvgMatBf were not signif icant; therefore, their changes did not produce significant changes in the Average Total Duration. This output confirms what was shown in Figure 6 2, where it was graphically seen that the Average Total Duration was only affected by the effect of MinWIPBf and AvgCapBfM In order to find some interactions between variables and their potential effects over the Average Total Duration, Table 6 5 shows an ANOVA which took into account interactions among variables

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86 Table 6 5. ANOVA for the Average Total Duration for case study No. 1, with interactions Statistical Variables SS Df MS F p value Model 63953.27 48 1332.36 491 34 <0.0001 MinWIPBf 18486.93 2 9243.47 3408.78 <0.0001 AvgCapBfM 45221.64 2 22610.82 8338.35 <0.0001 AvgCapBfW 1.87 2 0.94 0.34 0. 7109 AvgMatBf 1.79 2 0.90 0.33 0. 7212 MinWIPBf*AvgCapBfM 149.76 4 37.44 13.81 <0.0001 MinWIPBf*AvgCapBfW 7.99 4 2.00 0.74 0. 5738 MinWIPBf*AvgMatBf 9.27 4 2.32 0.85 0. 5013 AvgCapBfM*AvgCapBfW 22.71 4 5.68 2.09 0. 1048 AvgCapBfM*AvgMatBf 7. 45 4 1.86 0.69 0. 6066 AvgCapBfW*AvgMatBf 5.12 4 1.28 0.49 0. 7556 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 38.73 16 2.42 0.89 0. 5828 Error 86.77 32 2.71 Total 64040.05 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotDur 81 1.00 1.00 0.43 Table 6 5 presents a coefficient of determination R 2 = 1.00, which evidences a theoretical perfect relationship between the dependent (Average Total Duration) and the independent variables (buffers and their interactions) Also in Table 6 5, it is seen that the four way interaction in the ANOVA was not significant (MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf, p = 0.5828). This means that factors in study proceed independently within the model. A similar situation is found in the other two way interactions, where their p va lues were not significant (MinWIPBf*AvgCapBfW; MinWIPBf*AvgMatBf; AvgCapBfM*AvgCapBfW; AvgCapBfM*AvgMatBf; AvgCapBfW*AvgMatBf), except for the interaction between MinWIPBf and AvgCapBfM, where the p value was highly significant (p < 0.0001). In other words all factors in study (except for MinWIPBf and AvgCapBfM) operate independently; therefore, it is not needed to conduct any additional analysis other than the analysis conducted without taking into account interactions between variables (Table 6 4). Regar ding with the other two variables which are not independent (MinWIPBf and AvgCapBfM), it is necessary to conduct an additional analysis, in order to see how

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87 these two interacting variables affect the Average Total Duration of the project. As previously don e for the Average Throughput study, this analysis consists of examining the sample means of the two variables independently, which are presented in Table 6 6 and Figure 6 8. These sample means were calculated using the information presented in Table 5 4 T able 6 6. Effects of interacting buffers on the Average Total Duration for case study No. 1 MinWIPBf AvgCapBfM AvgT otalDur (Sample Means) 1 366.1 9 5 380.68 10 402.9 2 0.8 355.13 1.0 381.7 1 1.2 412.9 5 Figure 6 8. Effects of interacting buffers on the Average Total Duration for case study No. 1 After analyzing the two interacting buffers (MinWIPBf and AvgCapBfM), it is seen in Table 6 6 and Figure 6 8 that MinWIPBf and AvgCapBfM negatively affect the Average Total Duration of the case stu dy No. 1. An increment either in the MinWIP or in the AvgCapBfM produces an increment of 10% and 16% respectively in the Average Total Duration of the project

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88 Finally for the case study No. 1, an ANOVA for the Average Total Cost is conducted, first, witho ut considering interactions among variables as shown in Table 6 7 Table 6 7. ANOVA for the Average Total Cost for case study No. 1, without interactions Statistical Variables SS df MS F p value Model 1458864354.78 8 182358044.35 0. 60 0. 7714 MinWIPBf 154073117.37 2 77036558.69 0.26 0. 7754 AvgCapBfM 658533752.82 2 329266876.41 1.09 0. 3414 AvgCapBfW 517275332.79 2 258637666.39 0.86 0. 4288 AvgMatBf 128982151.80 2 64491075.90 0.21 0. 8081 Error 21733095315.63 72 301848546.05 Total 23191959670.42 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotCost 81 0.06 0.00 0.30 In contrast to what has been found in preceding analyses for the proportional reduction of the squared error of the dependent variable in terms of the independent variables, expressed by the coefficient of determination (Ott and Longnecker, 2001), Table 6 7 shows a coefficient of determination R 2 = 0.06, which means that the output variable (Average Total Cost) cannot be explained by the input variables of the model (buffers) at all Table 6 7 shows that all buffers (MinWIPBf, AvgCapBfM, AvgCapBfW and AvgMatBf), had p values greater than the level of significance of the test ( = 0.05), which implies that for a level of significance of = 0.05, there were not signif icant differences in the Average Total Cost when the buffers change. This confirms what was shown in Figure 6 3, where it was graphically seen that the Average Total Cost was not affected by the incorporation of buffers. Despite the preceding findings, it is necessary to check if some interactions are present between variables and their potential effects over the Average Total Cost, Table 6 8 shows an ANOVA which considers interactions among variables

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89 Table 6 8. ANOVA for the Average Total Cost for case st udy No. 1, with interactions Statistical Variables SS Df MS F p value Model 14664266695.37 48 305505556.15 1.15 0.3457 MinWIPBf 154073117.37 2 77036558.69 0.29 0.7509 AvgCapBfM 658533752.82 2 329266876.41 1.24 0.3042 AvgCapBfW 51 7275332.79 2 258637666.39 0.97 0.3898 AvgMatBf 128982151.80 2 64491075.90 0.24 0.7865 MinWIPBf*AvgCapBfM 1694109371.78 4 423527342.95 1.59 0.2011 MinWIPBf*AvgCapBfW 1326259637.53 4 331564909.38 1.24 0.3121 MinWIPBf*AvgMatBf 1933653433.67 4 483413358.42 1.81 0.1504 AvgCapBfM*AvgCapBfW 949772144.47 4 237443036.12 0.89 0.4809 AvgCapBfM*AvgMatBf 206194832.41 4 51548708.10 0.19 0.9400 AvgCapBfW*AvgMatBf 1326623416.55 4 331655854.14 1.24 0.3120 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 5768789504.19 16 360549 344.01 1.35 0.2268 Error 8527692975.04 32 266490405.47 Total 23191959670.42 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotCost 81 0.63 0.08 0.28 As expected for this ANOVA, consistently with what was shown in Table 6 7, Table 6 8 shows an adjus ted coefficient of determination R 2 Adj = 0.08, which also means that the output variable (Average Total Cost) cannot be explained by the input variables of the model (buffers and their interactions). As expected, Table 6 8 shows that no interaction was si gnificant (p > 0.05), which means that factors in study are independent. In other words, because of the non significant p values for the interactions, it is possible to draw conclusions based on the previous ANOVA presented in Table 6 7 only ANOVA for C ase S tudy No. 2 The following is the ANOVA for the case study No. 2. Table 6 9 shows the ANOVA for the Average Throughput, without considering interactions between variables Table 6 9. ANOVA for the Average Throughput for case study No. 2, without interactio ns Statistical Variables SS df MS F p value Model 0.01 8 8.3E 04 233.16 <0.0001 MinWIPBf 1 .7E 03 2 8.4E 04 236.26 <0.0001 AvgCapBfM 5.0E 03 2 2.5E 03 695.82 <0.0001 AvgCapBfW 1.8E 06 2 9.1E 07 0.25 0.7763 AvgMatBf 2.1E 06 2 1.1E 06 0.30 0.7424 Error 2.6E 04 72 3.6E 06 T otal 0.01 80 Statistical Variable s N R 2 R 2 Adj CV AvgTP 81 0.96 0.96 0.49

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90 Table 6 9 exhibits a coefficient of determination R 2 = 0.96, which implies that a 96% of the variation in the dependent variable (Average Throughput) can be explained by the variation of the independent variables (buffers) The p values for MinWIPBf and AvgCapBfM presented in Table 6 9 were less than the level of significance of the test ( = 0.05). This implies that there are no significant differences in the Average Throughput when either the values of MinWIPBf or the values of AvgCapBfM change. In contrast, the p values for AvgCapBfW and AvgMatBf were not significant; therefore, their ch anges did not produce significant changes in the Average Throughtput. This output confirms what was shown in Figure 6 4, where it was graphically seen that there were no influences of AvgCapBfW and AvgMatBf over the Average Throughput for the case study No 2 The following is the ANOVA which was run in order to find some interactions between factors and their potential effects over the Average Throughput. This analysis is shown in Table 6 10 Table 6 10. ANOVA for the Average Throughput for case study No. 2, including interactions Statistical Variables SS Df MS F p value Model 0.0 1 48 1 4 E 04 53.75 <0.0001 MinWIPBf 1 7 E 03 2 8 4 E 04 318.53 <0.0001 AvgCapBfM 5.0E 03 2 2.5E 03 938.12 <0.0001 AvgCapBfW 1 .8E 06 2 9 1 E 0 7 0.34 0.7125 AvgMatBf 2. 1 E 06 2 1. 1 E 06 0.40 0.6715 MinWIPBf*AvgCapBfM 1.8 E 0 5 4 4 4 E 0 6 1.67 0.1814 MinWIPBf*AvgCapBfW 1.0E 05 4 2 5 E 0 6 0.95 0.4461 MinWIPBf*AvgMatBf 2 5 E 0 5 4 6 2 E 06 2.34 0.0761 AvgCapBfM*AvgCapBfW 2 0 E 05 4 5 0 E 06 1.88 0.1386 AvgCapBfM*AvgMat Bf 1. 2 E 05 4 3. 1 E 06 1.18 0.3403 AvgCapBfW*AvgMatBf 7 0 E 06 4 1 7 E 0 6 0.66 0.6245 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 8 0 E 05 16 5 0 E 06 1.90 0.0601 Error 8 5 E 05 32 2. 6 E 06 Total 0.01 80 Statistical Variable s N R 2 R 2 Adj CV AvgTP 81 0.99 0.9 7 0.42

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91 Table 6 9 shows a coefficient of determination R 2 = 0.96 ( R 2 Adj = 0.97), which means that more than a 96% of the variation in the dependent variable (Average Throughput) can be explained by the variation of the independent variables (buffers and their interactions). In Table 6 10, it is observed that the four way interaction in the ANOVA model evidenced some weak significance for the level of significance utilized for this test, = 0.05 (MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf, p = 0.0601). This me ans that there some evidence (though weak, but it exists) that factors in study may not be acting independently. In other words, because of this p value for the interaction (close to the level of significance for the test), it is not recommendable to draw any conclusion from this analysis. It is then necessary to work with the sample means to conclude. Similarly for the two way interaction between MinWIPBf and AvgMatBf, where the p value was close to be significant as well (p = 0.0761 for = 0.05). Table 6 11 and Figure 6 9 present the sample means used to analyze the interactions between variables. These sample means were calculated using the information presented in Table 5 4. Table 6 11. Effects of buffers on the Average Throughput for case study No. 2 MinWIPBf AvgCapBfM AvgCapBf W Avg MatBf AvgTP (Sample Means) 1 0.39151 5 0.38704 10 0.38041 0.8 0.39592 1.0 0.38629 1.2 0.37675 0.8 0.38652 1.0 0.38616 1.2 0.38628 0.8 0.3 8609 1.0 0.38646 1.2 0.38641

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92 Figure 6 9. Effects of buffers on the Average Throughput for case study No. 2 Table 6 11 and Figure 6 9 show the analysis for the four buffers independently (MinWIPBf, AvgCapBfM, AvgCapBfW and AvgMatBf). It is observed here that the first three buffers negatively affect the Average Throughput. The first one (MinWIPBf) produced a fall of 2.84% in the Average Throughput. The second one (AvgCapBfM) produced a fall of 4.84%. The third buffer (AvgCapBfW) produced a maximum fall of 0.09% that is not significant. For its part, the AvgMatBf showed to have just a small positive impact on the Average Throughput producing an increment of 0.08% on it, which is not significant either. This confirms what was graphically shown in Figure 6 4. The following is the ANOVA for the Average Total Duration. Table 6 4 shows the ANOVA for the Average Total Duration for the case study No. 1, without considering interactions between variables

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93 Table 6 12. ANOVA for the Average Total Durati on for case study No. 2, without interactions Statistical Variables SS df MS F p value Model 41242.41 8 5155.30 1722.24 <0.0001 MinWIPBf 20495.87 2 10247.93 3423.54 <0.0001 AvgCapBfM 20733.95 2 10366.98 3463.31 <0.0001 AvgCapBfW 5.39 2 2.70 0.90 0.4110 AvgMatBf 7.20 2 3.60 1.20 0.3061 Error 215.52 72 2.99 Total 41457.93 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotDur 81 0.99 0.99 0.44 Table 6 12 shows a coefficient of determination R 2 = 0.99, which implies that a 99 % of the variation in the dependent variable (Average Total Duration) can be explained by the variation of the independent variables (buffers) For MinWIPBf and AvgCapBfM presented in Table 6 12, their p values<0.0001 were less than the level of significan ce of the test ( = 0.05) and, therefore, this implies that for a level of significance of = 0.05, there are significant differences in the Average Total Duration when either the MinWIPBf or the AvgCapBfM change. On the contrary, the p values for AvgCapB fW and AvgMatBf were not significant; consequently, their changes did not produce significant changes in the Average Total Duration. This output confirms what was analyzed in Figure 6 5, where it was graphically shown that the Average Total Duration was on ly affected by the effect of MinWIPBf and AvgCapBfM. Next, Table 6 13 shows an ANOVA considering interactions among variables and their potential effects over the Average Total Du ration of the case study No. 2.

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94 Table 6 13. ANOVA for the Average Total Du ration for case study No. 2, including interactions Statistical Variables SS Df MS F p value Model 41381.49 48 862.11 360.88 <0.0001 MinWIPBf 20495.87 2 10247.93 4289.82 <0.0001 AvgCapBfM 20733.95 2 10366.98 4339.65 <0.0001 AvgCa pBfW 5.39 2 2.70 1.13 0.3362 AvgMatBf 7.20 2 3.60 1.51 0.2367 MinWIPBf*AvgCapBfM 2.03 4 0.51 0.21 0.9296 MinWIPBf*AvgCapBfW 4.83 4 1.21 0.50 0.7323 MinWIPBf*AvgMatBf 27.71 4 6.93 2.90 0.0373 AvgCapBfM*AvgCapBfW 16.19 4 4.05 1.69 0.1757 AvgCapBfM*AvgM atBf 3.24 4 0.81 0.34 0.8498 AvgCapBfW*AvgMatBf 2.68 4 0.67 0.28 0.8881 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 82.40 16 5.15 2.16 0.0315 Error 76.44 32 2.39 Total 41457.93 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotDur 81 1.00 1.00 0.39 Tab le 6 13 shows a coefficient of determination R 2 = 1.00, which means that the totality of the variation in the dependent variable (Average Throughput) can be explained by the variation of the independent variables (buffers and their interactions). Table 6 1 3 shows that the four way interaction in the ANOVA was significant (MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf, p = 0.0315). This means that factors in study do not act independently. In other words, because of the highly significant p value for the interaction it is not possible to draw any conclusion from this analysis. It is then necessary to work with the sample means to conclude. Similarly for the two way interaction between MinWIPBf and AvgMatBf, where the p value was significant as well (p = 0.0373). Tab le 6 14 and Figure 6 10 show the sample means used to analyze the interactions between variables. These sample means were calculated using the information presented in Table 5 4.

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95 Table 6 14. Effects of interacting buffers on the Average Total Duration f or case study No. 2 MinWIPBf AvgCapBfM AvgCapBf W Avg MatBf AvgTotalDur (Sample Means) 1 374.10 5 390.57 10 412.92 0.8 373.14 1.0 392.15 1.2 412.32 0.8 392.23 1.0 392.50 1.2 392.86 0.8 392 .95 1.0 392.25 1.2 392.40 Figure 6 10. Effects of interacting buffers on the Average Total Duration for case study No. 2 After analyzing the four buffers independently (MinWIPBf, AvgCapBfM, AvgCapBfW and AvgMatBf), it is observed in Table 6 14 and Figure 6 10 that MinWIPBf and AvgCapBfM negatively affect the Average Total Duration of the case study No. 2. An increment either in the MinWIP or in the AvgCapBfM produces an increment around

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96 10% in the Average Total Duration of the project; whe reas the other two buffers (AvgCapBfM and AvgMatBf) do not produce any significant change in the Average Total Duration of the case study project No. 2. With regards to the other interactions, their p values were found not significant (MinWIPBf*AvgCapBfM, p = 0.9296; MinWIPBf*AvgCapBfW, p = 0.7323; AvgCapBfM*AvgCapBfW, p = 0.1757; AvgCapBfM*AvgMatBf, p = 0.8498; AvgCapBfW*AvgMatBf, p = 0.8881). In other words, all these factors in study operate independently; therefore, it is not needed to conduct any addit ional analysis other than the analysis conducted without taking into account interactions between variables (Table 6 12). Previous to the final analysis for the case study No. 2, an ANOVA for the Average Total Cost was conducted without considering interac tions among variables as shown in Table 6 15. Table 6 15. ANOVA for the Average Total Cost for case study No. 2, without interactions Statistical Variables SS df MS F p value Model 3173600142.53 8 396700017.82 1.17 0.3320 MinWIPBf 434649049.57 2 217324524.79 0.64 0.5311 AvgCapBfM 666338184.61 2 333169092.30 0.98 0.3808 AvgCapBfW 179267339.75 2 89633669.87 0.26 0.7693 AvgMatBf 1893345568.60 2 946672784.30 2.78 0.0687 Error 24513660579.07 72 340467508.04 Total 27687260721.60 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotCost 81 0.11 0.02 0.27 As occurred for case study No. 1, the coefficient of determination R 2 Adj = 0.02 shown in Figure 6 15 implies that for case study No. 2, the variation in the dependent variable (Ave rage Total Cost) cannot be explained by the variation of the independent variables (buffers).

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97 For MinWIPBf, AvgCapBfM and AvgCapBfW shown in Table 6 15, their p values were greater than level of significance of the test ( = 0.05), which implies that for a level of significance of = 0.05, there are not significant differences in the Average Total Cost when these buffers change. However, the AvgMatBf presented some weak evidence of significance (p = 0.0687, = 0.05), which means that a change in the AvgMa tBf can produce some significant change in the Average Total Cost. The three first outputs confirm what was shown in Figure 6 6, where it was graphically shown that the Average Total Cost was not affected by the effect of MinWIPBf, AvgCapBfM and AvgCapBfW; whereas, it is not completely feasible to confirm the non effect of the AvgMatBf on the Average Total Cost, because of its p value (p = 0.0687) close to the level of significance of the test ( = 0.05). Finally, in order to complement the previous analysis and find some interactions between variables and their potential effects over the Average Total Cost, Table 6 16 shows an ANOVA which considers interactions among variables. Table 6 16. ANOVA for the Average Total Cost for case study No. 2, with interactions Statistical Variables SS Df MS F p value Model 14886775031.83 48 310141146.50 0.78 0.7912 MinWIPBf 434649049.57 2 217324524.79 0.54 0.5861 AvgCapBfM 666338184.61 2 333169092.30 0.83 0.4440 AvgCapBfW 179267339.75 2 89633669.87 0.22 0.8005 AvgMatBf 1893345568.60 2 946672784.30 2.37 0.1100 MinWIPBf*AvgCapBfM 235982534.03 4 58995633.51 0.15 0.9628 MinWIPBf*AvgCapBfW 265258421.00 4 66314605.25 0.17 0.9542 MinWIPBf* AvgMatBf 2090231930.46 4 522557982.61 1.31 0.2886 AvgCapBfM*AvgCapBfW 1107224068.83 4 276806017.21 0.69 0.6030 AvgCapBfM*AvgMatBf 1659085723.22 4 414771430.80 1.04 0.4035 AvgCapBfW*AvgMatBf 1051786914.40 4 262946728.60 0.66 0.6261 MinWIPBf*AvgCapBfM*Av gCapBfW*AvgMatBf 5303605297.37 16 331475331.09 0.83 0.6466 Error 12800485689.77 32 400015177.81 Total 27687260721.60 80 Statistical Variable s N R 2 R 2 Adj CV AvgTotCost 81 0.54 0.00 0.29

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98 Consistently with what was presented in Table 6 15, Table 6 16 shows an adjusted coefficient of determination R 2 Adj = 0.00 which does not allow explaining any variation in the dependent variable by the variation of the independent variables (buffers and their interferences). Table 6 16 shows that no interaction was significant (p > 0.05), which means that factors in study may be acting independently. In other words, because of the non significant p values for the interactions, it is possible to draw conclusions based on the previous ANOVA presented in Table 6 15 only, without paying attention to how variables may play together Multivariate Analyses of Variance for C ase S tudies Multivariate Analysis of Variance or MANOVA is basically an extension of univariate ANOVA with the particularity of being used when there are two or more dependent variables to be analyzed (Bray and Maxwell, 1985). MANOVA is useful either when there are several correlated dependent variable (for example, duration of the project and its cost) or when the researcher desired a single, overall s tatistical test on this set of variables instead of performing multiple individual tests (Carey, 1998). On the other hand, a basic difference between MANOVA and ANOVA is that only MANOVA is sensitive to the correlations among the dependent variables. Howev er, if these correlations do not exist, MANOVA will be less powerful than ANOVA (Bray and Maxwell, 1985). There are two ways to conduct a MANOVA; one does not take into account the interactions between independent variables and the other which considers su ch interactions. In this case, MANOVA will be conducted accounting for interactions among independent variables because this analysis also includes the input variables

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99 separately. The MANOVA will be performed by using four multivariable tests: Wilks, Pilla i, Lawley = 0.05 (Timm, 2002). This analysis was performed by using InfoStat statistical package (2008) M ANOVA for C ase S tudy No. 1 As previously mentioned, one of the advantages of using MANOVA is its accuracy when the dependent variables are correlated. Therefo re, before conducting the MANOVA for this case study, the correlation among the outputs variables will be analyzed for this case study. Table 6 17 is the correlation matrix which shows the magnitude of the correlations between the outputs variables. It is seen that there is a strong correlation between AvgTP and AvgTotDur ( r 2 = 0.940). However, the correlations between AvgTotDur and AvgTotCost and between AvgTP and AvgTotCost are not strong enough ( r 2 = 0.170 and r 2 = 0.177 respectively); therefore, the v alues shown in Table 6 17 will be complement with the scatterplots shown in Figure 6 11. Table 6 17. Correlation matrix of outputs variables for case study No. 1 Avg TP Avg TotDur AvgTotCost AvgTP 1 AvgTotDur 0.94015 1 AvgTotCost 0.17037 0.17719 1 Figure 6 11. Scatterplots to analyze correlations among output variables for case study No. 1

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100 Figure 6 11 confirms that the correlation between AvgTotDur and AvgTP is strong; however, the other two correlations (AvgTotDur and AvgTotCost; AvgTP and AvgTo tCost) are not seen to be correlated, because the scatterplots for these relationships evidenced a great dispersion of points (both R 2 0). Despite the fact that there are two correlations which are not strong enough, it is feasible to run a MANOVA for th is case study because of the strong correlation between AvgTotDur and AvgTP. The following is the MANOVA for the case study No. 1. Table 6 18 shows the MANOVA for the three outputs comprised in this research (Average Throughput, Average Total Duration, and Average Total Cost), considering interactions between the input variables. This table includes the four tests previously mentioned for MANOVA (Wilks, Pillai, Lawley

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101 Table 6 18. MANOVA considering all outputs variabl es for case study No. 1 Statistical Variables SS F df(num) df(den) p value Wilks Test MinWIPBf 1.0E 03 304.96 6 60 <0.0001 AvgCapBfM 1.7E 04 757.60 6 60 <0.0001 AvgCapBfW 0.83 0.96 6 60 0.4598 AvgMatBf 0.80 1.17 6 80 0.3335 MinWIPBf*AvgCapBfM 0 .09 10.21 12 80 <0.0001 MinWIPBf*AvgCapBfW 0.64 1.24 12 80 0.2720 MinWIPBf*AvgMatBf 0.48 2.11 12 80 0.0248 AvgCapBfM*AvgCapBfW 0.75 0.75 12 80 0.6977 AvgCapBfM*AvgMatBf 0.72 0.89 12 80 0.5555 AvgCapBfW*AvgMatBf 0.80 0.59 12 80 0.8409 MinWIPBf*AvgCapB fM*AvgCapBfW*AvgMatBf 0.28 1.00 48 90 0.4955 Test MinWIPBf 1.06 11.60 6 62 <0.0001 AvgCapBfM 1.70 59.50 6 62 <0.0001 AvgCapBfW 0.17 0.95 6 62 0.4632 AvgMatBf 0.21 1.18 6 62 0.3274 MinWIPBf*AvgCapBfM 1.33 6.38 12 96 <0.0001 MinWIPBf*Avg CapBfW 0.40 1.22 12 96 0.2791 MinWIPBf*AvgMatBf 0.60 2.00 12 96 0.0320 AvgCapBfM*AvgCapBfW 0.25 0.74 12 96 0.7130 AvgCapBfM*AvgMatBf 0.30 0.89 12 96 0.5550 AvgCapBfW*AvgMatBf 0.21 0.61 12 96 0.8329 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 1.02 1.03 48 96 0.4422 Lawley Test MinWIPBf 932.58 4507.49 6 58 <0.0001 AvgCapBfM 1741.69 8418.17 6 58 <0.0001 AvgCapBfW 0.20 0.96 6 58 0.4579 AvgMatBf 0.24 1.16 6 58 0.3407 MinWIPBf*AvgCapBfM 6.37 15.21 12 86 <0.0001 MinWIPBf*AvgCapBfW 0.52 1.24 12 86 0.2673 MinWIPBf*AvgMatBf 0.92 2.19 12 86 0.0192 AvgCapBfM*AvgCapBfW 0.32 0.76 12 86 0.6847 AvgCapBfM*AvgMatBf 0.37 0.89 12 86 0.5587 AvgCapBfW*AvgMatBf 0.24 0.58 12 86 0.8496 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 1.61 0.96 48 86 0.5520 Te st MinWIPBf 932.52 9636.06 3 31 <0.0001 AvgCapBfM 1739.31 17972.82 3 31 <0.0001 AvgCapBfW 0.19 1.96 3 31 0.1412 AvgMatBf 0.20 2.05 3 31 0.1 274 MinWIPBf*AvgCapBfM 5.71 45.64 4 32 <0.0001 MinWIPBf*AvgCapBfW 0.40 3.19 4 32 0.0258 MinWIPBf*AvgMatBf 0.71 5.69 4 32 0.0014 AvgCapBfM*AvgCapBfW 0.29 2.35 4 32 0.0755 AvgCapBfM*AvgMatBf 0.29 2.34 4 32 0.0765 AvgCapBfW*AvgMatBf 0.19 1.56 4 32 0 .2095 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 0.76 1.52 16 32 0.1515 The values presented in Table 6 18 confirms the outputs obtained from the ANOVA for case study No. 1, except for the interaction between MinWIPBf and AvgMatBf which shows to be significant for the four tests run (it is recalled that this interaction was not significant according to the ANOVA that w as run in preceding

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102 sections). This suggests analyzing the sample means for these two buffers in order to observe the impact of them on the outputs in study (Table 6 19). Table 6 19. Effects of MinWIPBf and AvgMatBf on the outputs variables for case study No. 1 MinWIPBf Avg Mat Bf Avg TP (Sample Means) Avg TotalDur (Sample Means) Avg TotalCost (Sample Means) 1 0.35187 366.19 $5,736,475.01 5 0.34838 380.68 $5,739,640.70 10 0.34237 402.92 $5,739,079.35 0.8 0.34762 383.10 $5,740,181.73 1.0 0.34728 38 3.46 $5,737,449.78 1.2 0.34772 383.23 $5,737,563.55 Figure 6 12. Effects of MinW IPBf and AvgMatBf on the output variables for case study No. 1

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103 After analyzing the two buffers independently (MinWIPBf and AvgMatBf) for case study No. 1, it is observe d in Table 6 19 and Figure 6 12 that MinWIPBf negatively affect the Average Throughput and Average Total Duration of case study No. 1, producing a reduction of 2.69% in the Average Throughput and an increment of 10.03% in the Average Total Duration respect ively; whereas the same buffer did not produce any significant change in the Average Total Cost (the increment was less than 0.05%). For its part, AvgMatBf did not produce any significant change on the outputs (the changes were less than 0.05%). M ANOVA for C ase S tudy No. 2 As done for case study No. 1, before running the MANOVA, it is needed to conduct a correlation analysis for the outputs variables of case study No. 2. Table 6 20 is the correlation matrix which shows the magnitude of the correlations betw een the outputs variables. It is observed that there is a strong correlation between AvgTP and AvgTotDur ( r 2 = 0.957). Nevertheless, the correlations between AvgTotDur and AvgTotCost and between AvgTP and AvgTotCost are not strong enough ( r 2 = 0.187 and r 2 = 0.120 respectively); consequently, the values shown in Table 6 20 will be complement with the scatterplots shown in Figure 6 13. Table 6 20. Correlation matrix of outputs variables for case study No. 2 Avg TP Avg TotDur AvgTotCost AvgTP 1 AvgTotDu r 0.95687 1 AvgTotCost 0.18669 0.12015 1

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104 Figure 6 13. Scatterplots to analyze correlations among output variables for case study No. 2 Similarly as found in case study No. 1, Figure 6 13 confirms that, for case study No. 2, the correlation between AvgTotDur and AvgTP is strong; whereas, the other two correlations (AvgTotDur and AvgTotCost; AvgTP and AvgTotCost) were not graphically proved to be correlated, because the scatterplots for these relationships indicated a great dispersion of points (both R 2 0). In spite of two correlations were found not strong, it is feasible to run a MANOVA for this case study because of the strong correlation found between AvgTotDur and AvgTP. Next, the MANOVA for the case study No. 2 is presented. Table 6 19 shows th e MANOVA for the three outputs considered in this research (Average Throughput, Average Total Duration, and Average Total Cost). This analysis takes into account the interactions between the input variables (buffers).

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105 Table 6 21. MANOVA considering al l outputs variables for case study No. 2 Statistical Variables SS F df(num) df(den) p value MinWIPBf 1.1E 03 286.44 6 60 <0.0001 AvgCapBfM 1.2E 03 277.42 6 60 <0.0001 AvgCapBfW 0.87 0.72 6 60 0.6313 AvgMatBf 0.62 2.68 6 80 0.0227 Min WIPBf*AvgCapBfM 0.71 0.91 12 80 0.5377 MinWIPBf*AvgCapBfW 0.67 1.07 12 80 0.3947 MinWIPBf*AvgMatBf 0.56 1.65 12 80 0.0934 AvgCapBfM*AvgCapBfW 0.52 1.88 12 80 0.0499 AvgCapBfM*AvgMatBf 0.62 1.34 12 80 0.2152 AvgCapBfW*AvgMatBf 0.78 0.64 12 80 0.8000 M inWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 0.21 1.30 48 90 0.1394 MinWIPBf 1.03 11.01 6 62 <0.0001 AvgCapBfM 1.04 11.09 6 62 <0.0001 AvgCapBfW 0.13 0.74 6 62 0.6192 AvgMatBf 0.40 2.60 6 62 0.0260 MinWIPBf*AvgCapBfM 0.31 0.92 12 96 0.5347 MinWIPBf*AvgCapBfW 0.35 1.05 12 96 0.4104 MinWIPBf*AvgMatBf 0.51 1.62 12 96 0.0975 AvgCapBfM*AvgCapBfW 0.57 1.86 12 96 0.0492 AvgCapBfM*AvgMatBf 0.43 1.34 12 96 0.2073 AvgCapBfW*AvgMatBf 0.23 0.66 12 96 0.7831 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 1 .10 1.15 48 96 0.2735 Lawley MinWIPBf 848.94 4103.23 6 58 <0.0001 AvgCapBfM 795.04 3842.70 6 58 <0.0001 AvgCapBfW 0.15 0.71 6 58 0.6438 AvgMatBf 0.57 2.75 6 58 0.0203 MinWIPBf*AvgCapBfM 0.38 0.91 12 86 0.5431 MinWIPBf*AvgCapBfW 0.45 1.09 12 86 0.3822 MinWIPBf*AvgMatBf 0.69 1.66 12 86 0.0913 AvgCapBfM*AvgCapBfW 0.78 1.86 12 86 0.0512 AvgCapBfM*AvgMatBf 0.55 1.31 12 86 0.2258 AvgCapBfW*AvgMatBf 0.26 0.62 12 86 0.8172 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 2.48 1.48 48 86 0.057 5 MinWIPBf 848.91 8772.07 3 31 <0.0001 AvgCapBfM 795.00 8215.04 3 31 <0.0001 AvgCapBfW 0.12 1.20 3 31 0.3272 AvgMatBf 0.49 5.06 3 31 0.0058 MinWIPBf*AvgCapBfM 0.29 2.36 4 32 0.0747 MinWIPBf*AvgCapBfW 0.37 2.98 4 32 0.0337 MinWIPBf*A vgMatBf 0.48 3.86 4 32 0.0114 AvgCapBfM*AvgCapBfW 0.53 4.20 4 32 0.0076 AvgCapBfM*AvgMatBf 0.36 2.90 4 32 0.0371 AvgCapBfW*AvgMatBf 0.18 1.42 4 32 0.2508 MinWIPBf*AvgCapBfM*AvgCapBfW*AvgMatBf 1.88 3.76 16 32 0.0007 Table 6 21 shows the four MANOVA tes ts run for the case study No. 2 and its values confirm what was found in the previous ANOVA, except for AvgMatBf which showed to be significant according to the four tests run. It is recalled that one of the advantage of MANOVA is its accuracy when depende nt variables are correlated, which

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106 is the case because the Throughput and Duration were found to be correlated as seen in Table 6 20 and Figure 6 13. Therefore, because of the significant values obtained from the MANOVA for the AvgMatBf, it is suggested th at it should be considered within the model Summary of Data Analys e s The simulation based model presented in this thesis was determined by extensive literature review and a research methodology which included actual/on site information. This actual inform ation came from two different transportation construction projects. In spite of being two different projects, data analyses of both case studies showed to have similarities from the point of view of the effect of the inputs (buffers) over the outputs (Aver age Throughput, Average Total Duration, and Average Total Cost). The following are the main findings given by the current data analysis. The first analysis comprised a comparison between the deterministic approach (control) and the simulation based approac h (probabilistic approach to be tested). After comparing the outputs obtained from the simulation based model with the deterministic model (linear scheduling without considering the inherent variability involved in any process), it was found that the outpu ts were similar for both projects and both approaches, which implied that the simulation based model was effective when representing what was built using actual/on site information (deterministic model). In other words, the simulation model developed in th is thesis was effective representing the reality; one of the main objectives of any simulation model (Law and Kelton, 1991). Next, preliminary graphical analyses for both case study projects evidenced that MinWIPBf and AvgCapBfM had an influence on the out puts variables (AvgTP, AvgTotDur and AvgTotCost); whereas AvgCapBfW and AvgMatBf did not show any

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107 evidence of influence on these outputs variables. However, after running diverse ANOVAs for each project and for each output variable, it was found some stati stical significance for the values of AvgCapBfW and AvgMatBf within the model, when they interacted with the other buffers in study. The significance of these interactions was confirmed by running the MANOVAs for both case study projects. Even more, the MA NOVA for the second case study evidenced the importance of having AvgMatBf within the model because of its high level of significance for all the four tests run (less than = 0.05). Finally, in terms of the coefficient of determination ( R 2 ), the proposed model showed to be accurate to relate the dependent variables (outputs) to the independent variables (buffers), except for the Average Total Cost, where the low value of R 2 (< 0.02) did not allow explaining the variation in the Average Total Cost by the va riation in the input or independent variables (buffers and their interactions). This explanation about how the dependent variable varies in terms of independent variables was found for the Average Throughput and Average Total Duration, where R 2 was greater than 96%.

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108 CHAPTER 7 CONCEPTUAL METHODOLO GY TO DEAL WITH VARI ABILITY Introduction This thesis has been devoted to propose a methodology to deal with the negative impact of variability in transportation construction projects, through the use of buffers. B ased on the presented simulation based model and its subsequent analyses, it is possible to propose some guidance to build simulation models that can help deal with variability and its effects on transportation construction projects Conceptual Methodology The conceptual methodology presented here will be organized through a flowchart with the main steps to be considered at the moment of elaborating a simulation model of a transportation construction project. The flowchart is shown in Figure 7 1 Flowchart in Figure 7 1 starts with the selection of activities to be included in the model, accounting for those activities which concentrate at least an 80% of the total cost of the project. This task is not necessarily tedious because, according to the 80/20 rule or Pareto Principle (Chen et al., 1993), it is only required to focus on the 20% of the main activities of a project which will accumulate the 80% of the total cost of it. The following step is to figure out if the selected activities are suitable to be l inearly scheduled (i.e. activities where linear scheduling techniques can be applied). If this condition is not accomplished, it is necessary to leave the process and look for another methodology to simulate the project. Then, the selected activities have to be grouped in just a few categories in order to facilitate the programming of the model (no more than 10 categories, e.g. Maintenance of Traffic, Road Preparation, Asphalt works, etc.). With the same objective of facilitating the implementation of the m odel, this methodology

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109 suggests to use only one measurement unit according to what is suggested by linear scheduling techniques (miles, yards, etc. or another equivalent working units, such as it was done for this thesis). Subsequently, the project has to be linearly scheduled using the categories previously defined in the preceding step, constituting the deterministic approach which will be compared against the simulation based model (probabilistic/simulation approach). As a key part of the simulation base d model, it is necessary to determine the probability distribution functions that govern the duration of each category of activities (this is done using actual/on site information and running multiple goodness of fit tests). The following step is the selec tion of the buffers to be used in the model (first, all buffers are included and after the first loop the buffers are selected according to the analysis run at the end of this methodology). Then, the conceptual model is designed (probabilistic/simulation a pproach), laying the foundation of the simulation model to be programmed later. After programming the simulation model, a comparison between the deterministic approach and the simulation based approach is conducted; if the outputs from both approaches are comparable the process continues, if not, the process is stopped and it is necessary to go two steps back to the selection of buffers and the development of the simulation model. As mentioned, if the outputs are comparable between both approaches (determin istic and probabilistic), it is then necessary to validate the simulation based outputs through the run of Analyses of Variance and Multivariate Analyses of Variance, validating or not the proposed buffers. If the proposed buffers are not validated for the ANOVA and MANOVA tests, it is necessary to drop the buffers which are not appropriate and to go back to the selection of buffer step. On the contrary, if the proposed buffers are

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110 validated, the whole process ends with the utilization of the output informa tion (simulation based approach), as a tool to make better decisions in order to minimize the impact of variability in transportation construction projects. Therefore, aiming to mitigate the negative effect of variability, the preceding methodology offers conceptual guidance to model a transportation construction project, through the use of linear scheduling theory in combination with simulation techniques and buffering strategies. Even more, despite the fact that the model presented in this thesis has been developed using a specific software package (ExtendSim, 2008); it is perfectly feasible to expand this conceptual methodology to the use of any other simulation software, even Excel combined with Crystal Ball

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111 Figure 7 1. Flowchart of the conceptual me thodology

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112 CHAPTER 8 CONCLUSIONS AND RECO MMENDATIONS Conclusions This thesis was focused on proposing and testing a simple graphical approach based on simulation techniques and buffering strategies applied to transportation construction projects and, more generally, proposing a conceptual methodology to build simulation based models that help deal with the negative impact of variability on this type of projects. After developing the simulation based model, testing it and running the corresponding analyses o f variance, the research questions were answered and the three research hypotheses which laid the foundation of this thesis were accepted. The following are the conclusions obtained from the analyses conducted for this thesis. Despite the fact that the rev iew of literature indicated that the Work In Process buffer, the Capacity buffer and the Material buffer are suitable to be used in construction projects, the ANOVAs run for both case study projects established that WIP buffer and Capacity buffer are more suitable than Material buffer. However, for case study No. 2, it was found that Material buffer presents a statistically significant importance for the model according to the MANOVA. This implies that it is not feasible to establish categorically which buf fers are more appropriate for any type of transportation construction project in general. Nevertheless, through the use of the conceptual methodology presented as a final product of this thesis, it is possible to test different projects individually, disre garding those buffers which are not statistically significant for the model in study.

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113 Other research question addressed in this research was to determine whether the negative impacts of variability over transportation construction projects could be reduced through the use of simulation techniques and buffering strategies. Based on the research findings, it is concluded that the simulation based model presented in this thesis was reliable to predict the Average Throughput and the Average Total Duration of pr ojects mitigating the effect of variability. That was evidenced by the high values of the coefficients of determination ( R 2 > 0.96) obtained from ANOVAs for the Average Throughput and for the Average Total Duration in both case studies. Also, in terms of t he coefficient of variation, the outputs of the model showed similar values, regardless of the case study considered, which allows concluding that levels of variability for both case study projects were comparable (Ott and Longnecker, 2001). In other words the variability among outputs was consistent. These findings confirm what was found through comparing the deterministic outputs (control) with the probabilistic/simulation outputs, where the differences were less than an 8.5% for all cases. However, the proposed model was not reliable to explain the variation of the Average Total Cost by the variation of the input variables (buffers and their interactions), because of the low values of R 2 found for both cases. In this thesis, the negative impact of variab ility was properly controlled by incorporating buffers within the model proposed. Some of those buffer showed to be more significant than others but depending on the project the significance of the buffer could change. This is why was so important to devel op a conceptual methodology to apply to different transportation projects with different on site conditions. This answered the third research question raised at the very beginning of this thesis; would it be

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114 possible to develop a conceptual methodology to manage buffers in transportation construction projects? The answer to this question is found in Figure 7 1, where a general conceptual methodology is presented through the use of a flowchart. This conceptual methodology allows the researcher to develop a s imulation based model for any type of transportation construction project, with the final and most appreciated objective of utilizing the outputs of the model as a tool for decision makers. This methodology permits to select the appropriate activities to b e included in the model, to select the buffers, to compare the outputs given by the model with actual data, to determine whether the buffers are statistically significant (ANOVA, MANOVA) and, if not, to loop back to previous steps to feedback the model wit h the relevant buffers found, finishing the process with the utilization of the outputs information in order to make better decisions Recommendations Buffering strategies and simulation techniques are effective to deal with the negative effect of variabil ity in construction projects. Here in this thesis, despite the fact that it was proved that the simulation based model proposed was effective to deal with variability and to predict the Average Throughput and the Average Total Duration of transportation co nstruction projects, the model was not effective to predict the Average Total Cost. Therefore, a future research should be focused on developing a more effective way to estimate the cost of the project, not based on the direct production units (as done in this thesis, Total Cost = Cost per Unit x Total Units), but breaking down the costs into their core cost components (Direct Cost, Overhead, Profit, etc.). This new approach could mitigate the impact of non linear costs into the model, such as the overhead which varies according to the type and complexity of the project.

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115 Also, a future research could be devoted to develop more complex models which include optimization techniques in order to get a better perspective of input values that could optimize the out puts of the model. Finally, the next step should be to develop a multiple regression model using the same variables used in this research, as a complement to the simulation based Model presented here. This would allow the researcher to find certain points in common between the two approaches. The expansion of this research to the incorporation of a multiple regression model would require considering additional analyses such as: Analysis of Covariance and Analysis of Collinearity (sometimes called Multicolli nearity). A few years hence the controversy about variability and its negative impact on construction processes will continue; therefore, any initiative aimed to develop new techniques to deal with it should be supported

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116 APPENDIX A FULL SIMULATION MODE L

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123 APPENDIX B ACTUAL DATA TO BUILD THE PROBABILITY DIST RIBUTION FUNCTIONS F OR CASE STUDY #1

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129 APPENDIX C ACTUAL DATA TO BUILD THE PROBABILITY DIST RIBUTION FUNCTIONS F OR CAS E STUDY #2

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135 APPENDIX D SIMULATION RUNS FOR CASE STUDY #1 (THROG HPUT) Run Exp. 1 Exp. 2 Exp. 3 Exp. 4 Exp. 5 Exp. 6 Exp. 7 Exp. 8 Exp. 9 Exp. 10 1 0.392852 0.389915 0.391934 0.40410 1 0.386723 0.345832 0.372125 0.366862 0.376415 0.362379 2 0.357276 0.389288 0.380367 0.371109 0.360155 0.373138 0.371642 0.378584 0.372042 0.329859 3 0.398781 0.368129 0.385616 0.354000 0.360660 0.366095 0.374823 0.363846 0.378705 0.353076 4 0.402291 0. 365439 0.384287 0.367149 0.363227 0.355084 0.392623 0.372495 0.371977 0.353149 5 0.370643 0.392419 0.375086 0.388117 0.418694 0.381410 0.374685 0.382372 0.361889 0.337982 6 0.369606 0.370935 0.345229 0.362978 0.394546 0.409285 0.367983 0.374864 0.367986 0.348322 7 0.373438 0.364847 0.361369 0.372630 0.389675 0.360483 0.376425 0.373858 0.368310 0.368977 8 0.366629 0.373915 0.374895 0.365309 0.367845 0.360785 0.359308 0.361397 0.387566 0.346583 9 0.374492 0.360677 0.381178 0.377613 0.376180 0.414805 0.36 4717 0.383623 0.407211 0.354812 10 0.390521 0.353588 0.392670 0.387472 0.372715 0.361888 0.367926 0.379105 0.392329 0.366257 11 0.344325 0.390957 0.345304 0.380938 0.369963 0.372210 0.369509 0.395972 0.364974 0.358874 12 0.356086 0.348579 0.357936 0.372 730 0.351812 0.369689 0.361986 0.373634 0.394063 0.356758 13 0.352856 0.367121 0.360926 0.394956 0.392559 0.365836 0.376514 0.385655 0.368912 0.352470 14 0.387735 0.386851 0.379241 0.376743 0.377620 0.406959 0.362661 0.355459 0.355873 0.352485 15 0.3575 40 0.376839 0.375516 0.385273 0.364144 0.381149 0.376193 0.357621 0.387142 0.349988 16 0.392107 0.368884 0.345339 0.386274 0.353242 0.355607 0.341297 0.384950 0.366024 0.337725 17 0.360850 0.389441 0.363691 0.370310 0.413672 0.361061 0.380445 0.383445 0. 385010 0.337912 18 0.390035 0.366773 0.364595 0.345862 0.372691 0.405340 0.375140 0.398836 0.376512 0.377428 19 0.402640 0.374992 0.380754 0.402344 0.372758 0.364528 0.390987 0.362864 0.386647 0.371582 20 0.350859 0.381429 0.379668 0.369952 0.375852 0.3 56292 0.359397 0.351356 0.358213 0.356969 21 0.398433 0.374423 0.382294 0.362867 0.362524 0.374615 0.366089 0.384853 0.373401 0.340742 22 0.366119 0.377661 0.372335 0.353928 0.374180 0.380734 0.369737 0.382101 0.340767 0.373235 23 0.351660 0.411870 0.37 6333 0.370932 0.396114 0.361019 0.389882 0.361243 0.365392 0.352319 24 0.373042 0.357510 0.407207 0.371590 0.383637 0.366316 0.389156 0.353522 0.392607 0.350312 25 0.357771 0.374645 0.351197 0.392593 0.378050 0.369196 0.361483 0.382779 0.388232 0.362196 26 0.365657 0.358256 0.360739 0.388879 0.366382 0.380738 0.389168 0.372090 0.406691 0.349674 27 0.370184 0.378468 0.380846 0.382288 0.383194 0.358982 0.354773 0.355704 0.367251 0.342641 28 0.376936 0.384827 0.367438 0.371077 0.360970 0.376711 0.347061 0 .377911 0.370518 0.338333 29 0.397031 0.368137 0.371775 0.380562 0.372773 0.359686 0.359621 0.360240 0.381722 0.380681 30 0.386913 0.375693 0.397557 0.386133 0.380910 0.394005 0.372563 0.375080 0.342550 0.341855 31 0.369519 0.386727 0.373173 0.358756 0. 373820 0.380228 0.385430 0.344841 0.386088 0.374736 32 0.382504 0.403313 0.375658 0.366850 0.375864 0.371228 0.390779 0.369093 0.387003 0.340302 33 0.354830 0.357477 0.374998 0.362203 0.384997 0.373381 0.355712 0.384417 0.375444 0.369663 34 0.368066 0.3 60822 0.366944 0.382174 0.370990 0.378577 0.394366 0.352562 0.358560 0.348435 35 0.403716 0.359549 0.367350 0.350302 0.387795 0.384653 0.372348 0.395818 0.379919 0.353938 36 0.364138 0.380191 0.349106 0.406257 0.396680 0.355438 0.371527 0.350978 0.353631 0.348860 37 0.354208 0.360184 0.354677 0.371878 0.382085 0.366217 0.361250 0.349367 0.386143 0.341926 38 0.364217 0.373736 0.361343 0.376269 0.349742 0.371618 0.361143 0.361178 0.393558 0.337506 39 0.361410 0.376005 0.377866 0.381499 0.366954 0.368903 0.399076 0.396432 0.381170 0.345173 40 0.378159 0.380025 0.355375 0.389196 0.389946 0.376502 0.368075 0.379076 0.381579 0.360176 41 0.377435 0.396568 0.363825 0.410771 0.386320 0.378252 0.397451 0.356609 0.389641 0.374050 42 0.373921 0.370918 0.365098 0 .381811 0.383569 0.351475 0.391993 0.362608 0.385381 0.348454 43 0.400031 0.393622 0.384967 0.355006 0.376980 0.356260 0.397844 0.356932 0.402125 0.354325 44 0.382778 0.374600 0.351696 0.362040 0.359512 0.376810 0.368401 0.386923 0.370640 0.356376 45 0. 365490 0.365861 0.367143 0.382765 0.384337 0.387133 0.371326 0.365256 0.400100 0.346448 46 0.366476 0.364656 0.369214 0.355229 0.393173 0.349841 0.369342 0.362300 0.372162 0.337260 47 0.383843 0.398011 0.384476 0.374723 0.396704 0.377218 0.390681 0.38554 8 0.395667 0.355989 48 0.383621 0.364513 0.353770 0.368841 0.362966 0.382002 0.420538 0.354342 0.369326 0.338691 49 0.385993 0.363379 0.381284 0.381768 0.387513 0.391668 0.396600 0.375382 0.383825 0.358073 50 0.401165 0.377757 0.402007 0.391490 0.396906 0.354605 0.362474 0.370158 0.373038 0.345732 51 0.383459 0.383112 0.366716 0.348647 0.371696 0.369294 0.369627 0.399431 0.370981 0.344178 52 0.374152 0.364530 0.363307 0.391952 0.360197 0.361139 0.380911 0.383329 0.381249 0.361135 53 0.381719 0.358043 0.378064 0.379543 0.372333 0.381815 0.393104 0.388058 0.388665 0.352726 54 0.362081 0.381994 0.362126 0.354761 0.356997 0.397208 0.359958 0.376411 0.378527 0.362043 55 0.365415 0.382822 0.361706 0.370660 0.379055 0.386933 0.368578 0.405183 0.368827 0.342 693 56 0.358071 0.375315 0.345674 0.396505 0.357722 0.349141 0.375439 0.410276 0.359006 0.360006 57 0.379242 0.361657 0.374080 0.391781 0.378480 0.376139 0.360815 0.394594 0.363649 0.355722 58 0.362911 0.381704 0.386976 0.390389 0.361397 0.365527 0.3707 86 0.369117 0.383433 0.372705 59 0.365581 0.373206 0.365680 0.363222 0.383617 0.375818 0.358960 0.358218 0.374021 0.327703 60 0.373305 0.358305 0.369376 0.360078 0.379776 0.363742 0.406612 0.373587 0.371762 0.344349 61 0.393018 0.396838 0.357532 0.35801 1 0.379390 0.363017 0.394591 0.351599 0.350942 0.334625 62 0.403009 0.357498 0.382197 0.357781 0.363276 0.386666 0.389238 0.371601 0.362849 0.349448 63 0.397531 0.382669 0.366468 0.358167 0.352001 0.380607 0.379253 0.371288 0.395494 0.357610 64 0.344275 0.336761 0.399691 0.404635 0.365121 0.387026 0.350661 0.369273 0.370525 0.363966 65 0.399111 0.359088 0.370834 0.368803 0.374000 0.381948 0.368293 0.383587 0.361995 0.341999 66 0.377837 0.361152 0.397531 0.406325 0.393456 0.395175 0.383177 0.362855 0.38 4405 0.343534 67 0.368645 0.361647 0.382028 0.378433 0.353788 0.383602 0.373052 0.386819 0.354779 0.340233 68 0.386017 0.370528 0.361149 0.385546 0.412913 0.368624 0.378572 0.398757 0.378630 0.347214 69 0.352401 0.371037 0.356182 0.381080 0.376032 0.375 979 0.363569 0.406691 0.380349 0.333131 70 0.372408 0.383335 0.398272 0.367586 0.381737 0.339233 0.357315 0.391907 0.381236 0.355041 71 0.364682 0.428303 0.388044 0.397692 0.358053 0.367270 0.355491 0.404892 0.380586 0.365237 72 0.386726 0.367617 0.3499 86 0.353620 0.371671 0.375083 0.402142 0.363183 0.361748 0.344309 73 0.370140 0.366030 0.351466 0.367823 0.357646 0.364449 0.386617 0.403478 0.368676 0.378443 74 0.377603 0.402339 0.359040 0.359063 0.371605 0.328919 0.399697 0.355292 0.376059 0.361260 7 5 0.415217 0.364102 0.388452 0.394122 0.354870 0.344850 0.385008 0.391199 0.356857 0.337803 76 0.356591 0.374504 0.379303 0.393748 0.390685 0.361021 0.384560 0.374823 0.344461 0.340089 77 0.372673 0.374526 0.369307 0.406235 0.391929 0.380330 0.375672 0.3 64938 0.359132 0.367253 78 0.389632 0.381611 0.403323 0.371523 0.378476 0.388209 0.376893 0.370290 0.387912 0.353452 79 0.400102 0.387539 0.379593 0.387207 0.392918 0.371617 0.366280 0.351813 0.370433 0.373852 80 0.389642 0.384350 0.375481 0.354418 0.34 7198 0.381466 0.364843 0.363119 0.359127 0.336537 81 0.374263 0.386017 0.383856 0.382533 0.362386 0.363702 0.380267 0.359313 0.351952 0.312702 82 0.359818 0.374017 0.357356 0.373733 0.395189 0.342879 0.389724 0.355657 0.384148 0.369688 83 0.385049 0.385 563 0.371259 0.369282 0.363932 0.385580 0.383013 0.393005 0.357719 0.333435 84 0.375768 0.369039 0.359020 0.377923 0.350339 0.387963 0.374605 0.352850 0.387157 0.365284 85 0.358940 0.375957 0.372602 0.365342 0.370194 0.391038 0.371830 0.381920 0.380331 0 .345696 86 0.379405 0.360684 0.364331 0.377082 0.362592 0.357665 0.327812 0.378807 0.348960 0.351732 87 0.377461 0.387134 0.399733 0.384684 0.397456 0.386600 0.360495 0.375456 0.382654 0.329640 88 0.364937 0.385656 0.386626 0.389694 0.390878 0.376593 0. 390052 0.386977 0.362711 0.368220 89 0.379651 0.381646 0.381258 0.374178 0.367535 0.387197 0.367101 0.374985 0.374246 0.332949 90 0.375351 0.392189 0.346537 0.392195 0.408226 0.369083 0.375530 0.379171 0.351122 0.351744 91 0.367082 0.380161 0.365648 0.3 85655 0.372546 0.367304 0.382094 0.348977 0.366504 0.353955 92 0.366595 0.376460 0.391475 0.375433 0.371942 0.390100 0.380226 0.372202 0.382422 0.345535 93 0.362776 0.400528 0.381197 0.353722 0.358693 0.381438 0.389887 0.386991 0.400229 0.343350 94 0.36 8867 0.362474 0.385590 0.385447 0.352023 0.365268 0.383185 0.385090 0.352747 0.326363 95 0.384283 0.373893 0.364802 0.364718 0.364769 0.411822 0.365365 0.386565 0.391221 0.347890 96 0.383580 0.385962 0.369851 0.405742 0.366931 0.371892 0.388748 0.382707 0.367637 0.357855 97 0.365064 0.381871 0.389888 0.336260 0.360530 0.373370 0.341419 0.349216 0.370295 0.343662 98 0.394154 0.372838 0.363205 0.373293 0.396226 0.393946 0.369610 0.363484 0.364277 0.341022 99 0.366679 0.385181 0.373262 0.382531 0.381071 0 .372765 0.388005 0.357462 0.356445 0.337415 100 0.381791 0.376429 0.352850 0.396816 0.400923 0.373549 0.361804 0.381406 0.401664 0.342191 Mean 0.375515 0.375763 0.372232 0.376522 0.375627 0.373231 0.374928 0.374000 0.374427 0.350903 Std. Dev. 0.015142 0 .014003 0.014627 0.015679 0.015483 0.015601 0.015229 0.015565 0.014677 0.013086

PAGE 136

136 Exp. 11 Exp. 12 Exp. 13 Exp. 14 Exp. 15 Exp. 16 Exp. 17 Exp. 18 Exp. 19 Exp. 20 Exp. 21 0.362737 0.329120 0.354599 0.337316 0.366071 0.323003 0.356002 0.336566 0.311895 0.3 56627 0.310457 0.358866 0.369408 0.340967 0.322469 0.342651 0.338140 0.329552 0.358345 0.318359 0.341512 0.334274 0.321750 0.352052 0.357802 0.338227 0.348806 0.337723 0.370966 0.331500 0.329901 0.358439 0.295649 0.359561 0.354722 0.332574 0.379133 0.35 6295 0.336292 0.364594 0.344915 0.319655 0.330772 0.338662 0.344916 0.368134 0.364954 0.361521 0.342863 0.343341 0.349429 0.357641 0.327092 0.326548 0.334084 0.333574 0.338881 0.364975 0.339970 0.325594 0.346538 0.346817 0.332555 0.334752 0.342452 0.3282 00 0.358587 0.362557 0.334886 0.347279 0.361092 0.365414 0.381252 0.340585 0.338848 0.327351 0.324527 0.332789 0.345972 0.340928 0.350250 0.353605 0.337924 0.368659 0.347242 0.345589 0.316147 0.355525 0.346821 0.331312 0.361181 0.354434 0.365385 0.34642 6 0.351643 0.376919 0.352937 0.352035 0.326062 0.348682 0.347961 0.361179 0.356180 0.354281 0.349895 0.360362 0.349954 0.333389 0.346205 0.339297 0.340850 0.342548 0.342838 0.341181 0.334892 0.364462 0.395639 0.372331 0.325110 0.329236 0.316386 0.332808 0.346066 0.325642 0.378621 0.327533 0.373508 0.348863 0.329644 0.343953 0.325610 0.321737 0.358738 0.338511 0.333798 0.345259 0.341805 0.364002 0.351681 0.330518 0.319074 0.350377 0.329597 0.346752 0.353545 0.359909 0.337652 0.328602 0.340119 0.356256 0 .350352 0.339439 0.303971 0.324233 0.332731 0.331485 0.346400 0.337067 0.335860 0.332645 0.375094 0.333615 0.354821 0.322596 0.339720 0.380914 0.344549 0.355171 0.351689 0.335811 0.346381 0.360867 0.381723 0.323855 0.327963 0.373462 0.344386 0.330673 0. 328729 0.355995 0.353997 0.321850 0.333569 0.328252 0.333799 0.326100 0.352251 0.354508 0.339436 0.333564 0.347882 0.339353 0.355321 0.375640 0.355329 0.321958 0.336907 0.306813 0.349733 0.358816 0.372035 0.329368 0.332499 0.351599 0.340396 0.362089 0.30 2253 0.325917 0.339578 0.340334 0.374223 0.354963 0.355007 0.358059 0.344364 0.342693 0.358501 0.298570 0.333757 0.316763 0.351525 0.362258 0.342164 0.368765 0.360489 0.378481 0.364111 0.340852 0.337984 0.323211 0.343904 0.340673 0.362326 0.358031 0.337 334 0.359140 0.348808 0.381742 0.365175 0.320573 0.343841 0.332967 0.336772 0.351456 0.325917 0.359273 0.350563 0.360367 0.384553 0.353472 0.339599 0.353900 0.335517 0.346998 0.357183 0.340602 0.351853 0.402007 0.347353 0.335262 0.336920 0.313188 0.33843 2 0.318199 0.337336 0.325026 0.331136 0.336053 0.327976 0.351125 0.365360 0.337609 0.318641 0.325467 0.345773 0.351628 0.328121 0.327763 0.355303 0.350508 0.364808 0.357821 0.367206 0.331970 0.318724 0.339437 0.356290 0.362529 0.365043 0.362491 0.366603 0.366236 0.349862 0.368496 0.332503 0.322180 0.330080 0.367899 0.374519 0.356742 0.345019 0.340361 0.345703 0.345273 0.362201 0.334369 0.327583 0.330771 0.334139 0.362351 0.361476 0.346704 0.339526 0.360390 0.340047 0.364159 0.315864 0.335721 0.336494 0.334155 0.342849 0.387793 0.345766 0.338955 0.373161 0.354205 0.364084 0.317173 0.349277 0.321116 0.351534 0.343255 0.337350 0.352399 0.363868 0.359612 0.343388 0.354519 0.334740 0.322791 0.355367 0.306269 0.352035 0.344516 0.327865 0.349820 0.337863 0. 341029 0.349051 0.352649 0.340135 0.351053 0.342622 0.365262 0.335860 0.364133 0.341700 0.356442 0.343455 0.351174 0.333770 0.357714 0.333106 0.356765 0.336588 0.373865 0.346717 0.372814 0.358510 0.352567 0.331331 0.344893 0.343289 0.343681 0.349463 0.3 42809 0.368660 0.352744 0.348236 0.340038 0.353700 0.351497 0.316715 0.331989 0.334354 0.365962 0.341894 0.340871 0.365038 0.372035 0.357454 0.360793 0.334313 0.348454 0.331648 0.334726 0.348520 0.358536 0.327199 0.362921 0.355156 0.350500 0.325300 0.370 538 0.334637 0.311588 0.315672 0.340840 0.366127 0.360611 0.368350 0.345100 0.352265 0.346359 0.329738 0.307282 0.334262 0.319692 0.356544 0.336942 0.336138 0.366037 0.354348 0.345939 0.346200 0.347202 0.339667 0.331782 0.336276 0.373770 0.335505 0.3282 16 0.342561 0.371514 0.353669 0.336390 0.354736 0.307461 0.337805 0.323415 0.345283 0.335159 0.345442 0.339891 0.354994 0.356437 0.351595 0.361217 0.325911 0.323667 0.320572 0.342280 0.344640 0.353246 0.369457 0.339136 0.342476 0.327622 0.340166 0.324084 0.331846 0.314995 0.358998 0.362041 0.355389 0.343183 0.342938 0.336387 0.339889 0.365342 0.309229 0.338568 0.359927 0.377121 0.369063 0.368297 0.333974 0.357188 0.361118 0.351106 0.348026 0.319576 0.319485 0.324068 0.367059 0.341889 0.369480 0.343005 0.354782 0.330241 0.334667 0.352779 0.320525 0.319280 0.332101 0.345724 0.382362 0.368223 0.349596 0.347799 0.356234 0.377567 0.349950 0.323200 0.332590 0.316210 0.344773 0.346047 0.362904 0.379107 0.361518 0.346713 0.346835 0.346146 0.342332 0.312788 0. 316028 0.360262 0.370451 0.325681 0.360363 0.326809 0.368941 0.350194 0.336163 0.325679 0.313177 0.346841 0.358274 0.354796 0.345405 0.361312 0.357171 0.345941 0.360994 0.356070 0.334758 0.326110 0.328867 0.350823 0.365483 0.352517 0.354999 0.356995 0.3 34532 0.338385 0.367851 0.345855 0.333608 0.332171 0.365719 0.359519 0.358505 0.367425 0.363628 0.343756 0.343491 0.367613 0.299175 0.312651 0.356331 0.353636 0.355377 0.342207 0.344950 0.356953 0.349097 0.387778 0.368716 0.326863 0.325208 0.331170 0.36 0072 0.341521 0.358617 0.350283 0.344220 0.355546 0.350427 0.345515 0.299891 0.332752 0.348655 0.374393 0.344337 0.363001 0.330710 0.343789 0.357417 0.349753 0.338396 0.293354 0.317084 0.341675 0.345811 0.344405 0.346427 0.362925 0.345643 0.346283 0.3464 62 0.339955 0.327354 0.336200 0.334361 0.341035 0.341238 0.319825 0.350373 0.340779 0.345044 0.343351 0.357455 0.332953 0.316819 0.341857 0.358533 0.336251 0.346688 0.343932 0.376795 0.360409 0.332056 0.366459 0.328265 0.327710 0.331938 0.367187 0.36228 4 0.372479 0.374688 0.347825 0.356262 0.358430 0.365050 0.326805 0.318059 0.335044 0.357348 0.342547 0.367064 0.364389 0.377188 0.326764 0.369369 0.344315 0.309480 0.326453 0.321384 0.349248 0.357640 0.325745 0.356433 0.333315 0.346139 0.365150 0.339945 0.328648 0.353074 0.333708 0.333099 0.374223 0.339278 0.363367 0.332621 0.360653 0.351461 0.333194 0.356824 0.361025 0.331305 0.341253 0.366804 0.369476 0.366030 0.340573 0.330386 0.345542 0.334344 0.361274 0.323536 0.335858 0.345617 0.334277 0.361062 0 .355809 0.349146 0.366837 0.357599 0.335555 0.332964 0.336608 0.341839 0.346256 0.343180 0.343625 0.347238 0.352433 0.384817 0.334028 0.390569 0.336300 0.328188 0.334341 0.367357 0.337189 0.362466 0.343867 0.335605 0.344631 0.331154 0.383662 0.319243 0.3 45618 0.327820 0.332100 0.344355 0.351500 0.346419 0.347134 0.340318 0.322919 0.369974 0.327802 0.335865 0.325124 0.330137 0.340664 0.331049 0.338799 0.348762 0.357588 0.384269 0.319054 0.344508 0.351887 0.359022 0.350779 0.338849 0.353787 0.370677 0.36 9036 0.331529 0.358395 0.364197 0.313760 0.308120 0.325283 0.361532 0.327666 0.348751 0.380600 0.349199 0.348733 0.392305 0.373036 0.335407 0.317518 0.347159 0.349683 0.359887 0.347749 0.331940 0.365556 0.343495 0.376711 0.354311 0.337160 0.325767 0.3335 67 0.358756 0.354959 0.339226 0.370263 0.365645 0.340591 0.341029 0.353334 0.326297 0.351584 0.326888 0.368995 0.349031 0.336013 0.335369 0.358575 0.344397 0.349771 0.349160 0.357599 0.323989 0.336799 0.345405 0.359146 0.351471 0.335136 0.345568 0.36315 4 0.349799 0.353323 0.334595 0.329917 0.329114 0.340211 0.344307 0.350057 0.342782 0.377460 0.364027 0.348777 0.348717 0.331307 0.327761 0.324607 0.360678 0.354094 0.340865 0.347456 0.379519 0.367986 0.361181 0.363516 0.340179 0.313041 0.321707 0.362014 0.347307 0.340977 0.327753 0.381965 0.353849 0.347696 0.341421 0.317258 0.359622 0.344085 0.361826 0.371738 0.346569 0.348588 0.347846 0.343255 0.334748 0.361458 0.341576 0.316413 0.322108 0.357051 0.350441 0.344238 0.365825 0.343117 0.351282 0.379275 0 .345442 0.322282 0.307435 0.320922 0.366400 0.356122 0.366558 0.356463 0.350250 0.355391 0.370897 0.370789 0.342915 0.336233 0.325451 0.360184 0.357277 0.339283 0.340980 0.357787 0.360490 0.360710 0.384495 0.338290 0.334074 0.336010 0.356163 0.362088 0. 369617 0.341693 0.353184 0.352640 0.358215 0.346346 0.305229 0.328655 0.324960 0.336299 0.351196 0.359665 0.328878 0.347347 0.353050 0.362414 0.365170 0.316326 0.313510 0.314101 0.349887 0.351540 0.355305 0.335598 0.366603 0.336954 0.334190 0.369627 0.31 0063 0.338734 0.313776 0.357013 0.320111 0.340809 0.356698 0.351853 0.335977 0.348243 0.355955 0.330840 0.323124 0.318516 0.343895 0.374438 0.342378 0.336900 0.375309 0.339607 0.351520 0.354390 0.323333 0.327904 0.330162 0.355412 0.365335 0.342214 0.336 741 0.337378 0.342793 0.359585 0.349928 0.338168 0.328894 0.301759 0.365063 0.343368 0.339495 0.338840 0.353563 0.351159 0.337445 0.341989 0.326537 0.354871 0.339724 0.353318 0.369019 0.362064 0.334914 0.341348 0.354386 0.334083 0.347293 0.333437 0.31582 5 0.334544 0.337518 0.341665 0.350562 0.353813 0.322851 0.347661 0.341188 0.346293 0.333788 0.311264 0.335994 0.345786 0.354244 0.363063 0.343811 0.358782 0.349934 0.389212 0.365238 0.324669 0.330423 0.320568 0.341716 0.353454 0.342237 0.339705 0.353161 0.340219 0.348664 0.355986 0.316331 0.332541 0.365532 0.358880 0.323923 0.369069 0.348100 0.338024 0.361779 0.363142 0.344460 0.348513 0.328030 0.358263 0.360487 0.332887 0.342610 0.363191 0.364234 0.348569 0.337597 0.362427 0.331892 0.322969 0.338306 0.351793 0.321882 0.356585 0.355134 0.329668 0.354630 0.342119 0.343616 0.313584 0.318986 0.324248 0.360721 0.356613 0.348018 0.338677 0.370844 0.349142 0.328415 0.364462 0.302647 0.311775 0.340314 0.373531 0.350420 0.329931 0.351593 0.366529 0.360720 0. 369772 0.362799 0.334590 0.340157 0.316658 0.373999 0.366612 0.334191 0.351757 0.345960 0.346607 0.332811 0.364958 0.309394 0.342407 0.339396 0.354268 0.355852 0.346400 0.332689 0.366807 0.355953 0.338546 0.349267 0.349060 0.336042 0.310692 0.345191 0.3 46024 0.358766 0.320103 0.334209 0.353242 0.353021 0.330419 0.329760 0.359073 0.323647 0.370666 0.346766 0.353659 0.358011 0.352915 0.351822 0.317348 0.347137 0.321814 0.332429 0.338371 0.351543 0.350235 0.349348 0.349870 0.351736 0.350337 0.352583 0.352 673 0.328188 0.331108 0.331953 0.012805 0.013498 0.013850 0.013397 0.014418 0.011633 0.016445 0.014304 0.014242 0.013260 0.013580

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137 Exp. 22 Exp. 23 Exp. 24 Exp. 25 Exp. 26 Exp. 27 Exp. 28 Exp. 29 Exp. 30 Exp. 31 Exp. 32 0.314073 0.327708 0.318256 0.363 997 0.305582 0.312910 0.379204 0.378750 0.350395 0.391425 0.358759 0.329576 0.347947 0.345544 0.331943 0.335945 0.321714 0.391476 0.358598 0.337432 0.381658 0.358985 0.320154 0.345287 0.315332 0.326422 0.321873 0.341905 0.363450 0.341788 0.366165 0.37071 4 0.376316 0.321384 0.315856 0.342738 0.325235 0.333082 0.328704 0.369211 0.367528 0.390856 0.355565 0.386592 0.344132 0.306850 0.324693 0.351580 0.348998 0.344829 0.375743 0.369615 0.373736 0.376924 0.353980 0.336911 0.347493 0.357837 0.327494 0.324903 0.324487 0.378372 0.377560 0.346496 0.335098 0.382982 0.326616 0.310288 0.338998 0.331963 0.359535 0.339715 0.397735 0.361713 0.371091 0.372197 0.383714 0.331861 0.347519 0.317980 0.322639 0.324006 0.350290 0.367796 0.347223 0.368190 0.350878 0.373034 0.321410 0.353289 0.350410 0.327576 0.319064 0.318781 0.359741 0.363465 0.378882 0.374069 0.382818 0.324178 0.341110 0.305729 0.314234 0.323666 0.322205 0.355868 0.380581 0.387065 0.349843 0.376845 0.337051 0.317266 0.308099 0.337994 0.345326 0.316593 0. 374704 0.352680 0.407928 0.373692 0.357773 0.326559 0.328444 0.331990 0.317036 0.350404 0.345296 0.355369 0.366808 0.365037 0.375961 0.349169 0.317852 0.334040 0.324234 0.322662 0.321397 0.310501 0.361304 0.358726 0.372934 0.363231 0.388123 0.309358 0.3 28008 0.315122 0.310512 0.328326 0.342088 0.395194 0.360853 0.362029 0.349154 0.362843 0.331143 0.321074 0.312502 0.319440 0.331618 0.315751 0.379998 0.355152 0.353323 0.351699 0.372531 0.337472 0.323570 0.322842 0.306356 0.333134 0.326734 0.349646 0.363 268 0.370677 0.359182 0.379866 0.341969 0.333987 0.322770 0.340936 0.318443 0.323060 0.401597 0.363420 0.347210 0.378029 0.366643 0.315545 0.322703 0.314025 0.337766 0.343188 0.302258 0.358537 0.352622 0.384286 0.379717 0.366295 0.321022 0.344988 0.3309 73 0.336311 0.304358 0.317608 0.384556 0.372531 0.344432 0.348588 0.381342 0.331398 0.350155 0.319835 0.325146 0.334055 0.344275 0.368508 0.336509 0.370181 0.349193 0.381242 0.355099 0.323059 0.324459 0.326339 0.335748 0.338595 0.353028 0.338176 0.356598 0.366738 0.351760 0.327556 0.333260 0.339044 0.356172 0.337525 0.323583 0.380338 0.360600 0.378749 0.365860 0.364381 0.320581 0.314185 0.346152 0.329373 0.329841 0.349572 0.384674 0.370383 0.364524 0.360564 0.359566 0.315618 0.330609 0.311637 0.324182 0.353364 0.321841 0.343162 0.350559 0.349539 0.351674 0.379686 0.352049 0.334840 0.326135 0.346223 0.308576 0.325143 0.382602 0.333234 0.373226 0.366247 0.370231 0.338345 0.342543 0.342462 0.364312 0.351115 0.318220 0.394035 0.370378 0.373698 0.376687 0. 395881 0.325955 0.336525 0.332328 0.321174 0.323969 0.330702 0.372634 0.368335 0.344254 0.376986 0.370496 0.328141 0.333999 0.328410 0.318641 0.333988 0.332091 0.370120 0.341558 0.346510 0.398674 0.372982 0.348871 0.344041 0.332341 0.323986 0.333494 0.3 35346 0.361423 0.358874 0.367507 0.354057 0.390262 0.316853 0.328822 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0.308266 0.320664 0.331105 0.356960 0.365353 0.391208 0.385643 0.383071 0.329659 0.310972 0.334959 0.306420 0.328799 0.324451 0.389968 0.353778 0.367668 0.375106 0.406705 0.310174 0.321887 0.339292 0.345874 0.332111 0.317238 0.368218 0.369043 0.349638 0.377260 0.352299 0.290897 0.314156 0.333769 0.319803 0.346902 0.336803 0.361527 0.363491 0.363395 0.368355 0.370629 0.328833 0.339939 0.319097 0.340277 0.329398 0.318492 0.399177 0.350553 0.381927 0.360932 0.380256 0.337619 0.325108 0.351351 0.350558 0.345890 0.345724 0. 351720 0.370287 0.364044 0.365513 0.363236 0.369293 0.335932 0.315698 0.329180 0.298414 0.327880 0.366068 0.390153 0.363310 0.354264 0.361660 0.299350 0.340525 0.350436 0.353154 0.340465 0.311575 0.401254 0.378508 0.388500 0.346663 0.370260 0.344919 0.3 28680 0.333793 0.328333 0.330776 0.321098 0.363765 0.390461 0.355521 0.386650 0.357879 0.355567 0.349884 0.328835 0.328376 0.335252 0.329827 0.369456 0.350486 0.363636 0.344077 0.389967 0.334392 0.328839 0.355595 0.330325 0.314131 0.330926 0.383885 0.367 993 0.375642 0.365968 0.341943 0.326880 0.334414 0.327151 0.332469 0.313757 0.311378 0.352513 0.359604 0.350114 0.345878 0.396480 0.339383 0.332700 0.346051 0.332074 0.338155 0.327549 0.354302 0.369805 0.377118 0.379015 0.368944 0.333625 0.311669 0.3432 17 0.331985 0.330237 0.339142 0.383889 0.378283 0.365169 0.381303 0.385791 0.320454 0.303454 0.331709 0.336292 0.336508 0.305853 0.349323 0.372494 0.398237 0.379251 0.354694 0.317968 0.330262 0.345500 0.364132 0.338109 0.341656 0.360245 0.353651 0.362787 0.377126 0.364374 0.329133 0.327783 0.342673 0.309653 0.323635 0.341894 0.349784 0.387435 0.350572 0.380488 0.367743 0.334095 0.310009 0.338616 0.339737 0.318705 0.340289 0.350660 0.359616 0.361031 0.349799 0.364609 0.335282 0.333918 0.312430 0.349034 0.338984 0.322821 0.399136 0.372999 0.346914 0.336190 0.353509 0.335190 0.322943 0.326353 0.333596 0.323201 0.338459 0.375799 0.379005 0.351865 0.350491 0.397285 0.323677 0.326915 0.317057 0.312714 0.321395 0.310399 0.397195 0.369224 0.356418 0.356086 0. 341187 0.323330 0.322968 0.350878 0.331240 0.312294 0.314768 0.358612 0.382225 0.369825 0.364638 0.382118 0.308294 0.314655 0.332984 0.353540 0.340632 0.341352 0.371603 0.388870 0.341668 0.372622 0.363535 0.327817 0.320418 0.318865 0.331735 0.322147 0.3 32184 0.340541 0.363096 0.388038 0.358108 0.359020 0.343377 0.311110 0.328625 0.296729 0.315773 0.348340 0.374907 0.353445 0.373252 0.357834 0.403570 0.309673 0.341558 0.317653 0.353104 0.325330 0.346940 0.384872 0.379607 0.371946 0.355748 0.363178 0.34 1371 0.327848 0.347443 0.318280 0.291879 0.328158 0.386667 0.357474 0.371454 0.370367 0.352967 0.337219 0.328816 0.333047 0.348194 0.341322 0.301759 0.388669 0.393436 0.383801 0.381127 0.381076 0.338001 0.335018 0.323745 0.302519 0.347940 0.323475 0.3827 94 0.371603 0.369748 0.340395 0.384153 0.328186 0.339342 0.327343 0.333933 0.350257 0.319193 0.379587 0.371454 0.362412 0.349950 0.361178 0.330257 0.337119 0.301194 0.327456 0.345037 0.315883 0.383657 0.368675 0.410765 0.387228 0.367711 0.330352 0.32868 2 0.330378 0.329376 0.330444 0.328633 0.371950 0.366668 0.369035 0.367448 0.370701 0.014098 0.012076 0.012532 0.014774 0.014321 0.012694 0.015571 0.013275 0.014983 0.014930 0.014845

PAGE 138

138 Exp. 33 Exp. 34 Exp. 35 Exp. 36 Exp. 37 Exp. 38 Exp. 39 Exp. 40 Exp. 41 Exp. 42 Exp. 43 0.381510 0.362030 0.380201 0.372748 0.378141 0.342494 0.350722 0.365684 0.373964 0.353194 0.370974 0.363097 0.372947 0.346045 0.370345 0.367867 0.315398 0.354064 0.330650 0.358014 0.348156 0.331233 0.358655 0.371796 0.365737 0.357153 0.357130 0.354168 0.331306 0.362869 0.349524 0.356376 0.360734 0.380011 0.350107 0.364326 0.360453 0.328264 0.335509 0.348845 0.345830 0.353413 0.353041 0.334191 0.376641 0.372409 0.368684 0.380960 0.354445 0.374436 0.357751 0.356162 0.370399 0.361675 0. 374520 0.374292 0.381944 0.381953 0.391345 0.360961 0.378706 0.347379 0.334183 0.335782 0.354712 0.335765 0.359587 0.351348 0.365973 0.342034 0.339922 0.320776 0.358346 0.351662 0.344965 0.317676 0.352214 0.370611 0.362611 0.364463 0.383489 0.348012 0.3 57857 0.345494 0.365941 0.355340 0.321543 0.348018 0.396843 0.375432 0.364095 0.384773 0.330591 0.371222 0.346932 0.335246 0.333407 0.351288 0.340949 0.366930 0.381480 0.372593 0.364211 0.358484 0.333378 0.343352 0.361707 0.354391 0.366773 0.334465 0.37 1305 0.374717 0.365471 0.387067 0.344890 0.353414 0.357239 0.347238 0.338626 0.364093 0.331636 0.359723 0.386642 0.390639 0.359119 0.376690 0.349824 0.354031 0.340006 0.351444 0.375357 0.333448 0.376028 0.379060 0.370313 0.365032 0.343717 0.339202 0.3564 97 0.362616 0.345753 0.360733 0.367686 0.398782 0.397829 0.363493 0.361867 0.339663 0.340754 0.368111 0.368410 0.348241 0.327660 0.340051 0.376451 0.357022 0.374698 0.368891 0.355085 0.344171 0.341590 0.348977 0.336343 0.348870 0.335961 0.347563 0.37828 3 0.367880 0.353938 0.355813 0.338962 0.361918 0.342267 0.351990 0.352918 0.338519 0.358250 0.382802 0.365632 0.362205 0.342024 0.337795 0.352748 0.354694 0.330771 0.352074 0.347120 0.373694 0.351440 0.363644 0.371172 0.361500 0.339764 0.323342 0.343546 0.339645 0.341225 0.352634 0.365410 0.355224 0.342913 0.391662 0.353826 0.376034 0.358346 0.349213 0.342261 0.320444 0.329331 0.396495 0.367911 0.374849 0.368470 0.357791 0.328385 0.341540 0.339144 0.339451 0.371931 0.377274 0.377635 0.358152 0.365716 0 .364574 0.343520 0.360644 0.364450 0.353549 0.352100 0.330269 0.348250 0.368966 0.364031 0.373166 0.381306 0.358784 0.340771 0.355496 0.343745 0.336521 0.343986 0.355785 0.367370 0.364917 0.357613 0.372081 0.357625 0.325279 0.325784 0.329597 0.323353 0.3 37729 0.353094 0.346891 0.375601 0.370259 0.362207 0.355587 0.344916 0.331711 0.353087 0.354458 0.345386 0.337147 0.352564 0.351710 0.373066 0.397969 0.344317 0.348991 0.361196 0.347060 0.352464 0.334605 0.370640 0.359174 0.371454 0.376845 0.396822 0.35 2518 0.325894 0.343857 0.375130 0.343393 0.368231 0.373501 0.377338 0.376591 0.365773 0.361114 0.359054 0.368229 0.335485 0.341287 0.334615 0.357734 0.338646 0.393346 0.365274 0.355063 0.391535 0.384073 0.340838 0.347762 0.356658 0.361362 0.350447 0.3724 63 0.361568 0.384360 0.378425 0.357430 0.358429 0.372083 0.364242 0.324864 0.347255 0.359166 0.335613 0.380896 0.364136 0.380156 0.370664 0.357946 0.383199 0.324015 0.357366 0.332417 0.366628 0.364518 0.385227 0.373371 0.387395 0.368084 0.329173 0.34161 0 0.323835 0.352571 0.331753 0.341912 0.347326 0.373321 0.349664 0.357244 0.362583 0.361874 0.323811 0.346359 0.368297 0.342673 0.379081 0.358866 0.378589 0.372098 0.373553 0.374894 0.357329 0.354507 0.371418 0.340110 0.348454 0.350576 0.337271 0.365812 0.362179 0.368173 0.373011 0.340851 0.322769 0.343264 0.365580 0.370491 0.361958 0.332131 0.348496 0.380061 0.357819 0.357758 0.344923 0.346828 0.365595 0.334705 0.353902 0.353866 0.348566 0.357694 0.387578 0.335833 0.356501 0.342717 0.371109 0.363031 0 .359584 0.344172 0.353848 0.365535 0.370487 0.356646 0.361350 0.359312 0.346009 0.331699 0.341512 0.347373 0.353046 0.361052 0.329685 0.336619 0.356245 0.387431 0.372968 0.345044 0.313231 0.350619 0.345685 0.352700 0.360986 0.343539 0.353057 0.368311 0. 359826 0.344405 0.362716 0.352226 0.381550 0.349015 0.311536 0.364829 0.348477 0.383312 0.339781 0.353530 0.375243 0.329089 0.364899 0.349406 0.357253 0.338968 0.342560 0.358173 0.374546 0.349129 0.408919 0.376398 0.311988 0.344987 0.346252 0.351330 0.33 2196 0.356990 0.326642 0.376995 0.360970 0.361177 0.356586 0.347224 0.350976 0.344051 0.337177 0.327948 0.357820 0.336323 0.369091 0.373311 0.388485 0.357883 0.352060 0.337327 0.363598 0.329086 0.325257 0.359001 0.338194 0.365455 0.375532 0.349919 0.353 031 0.342314 0.334288 0.342304 0.353836 0.364901 0.339985 0.345912 0.381687 0.370305 0.353864 0.346120 0.330191 0.358389 0.369195 0.362140 0.357282 0.358938 0.353208 0.375007 0.369456 0.383037 0.379691 0.347649 0.345724 0.363552 0.349929 0.327083 0.36792 2 0.344270 0.402320 0.368366 0.364249 0.368261 0.339889 0.372382 0.369779 0.335459 0.352380 0.340967 0.319854 0.346987 0.364935 0.388415 0.384299 0.336632 0.337815 0.338590 0.346464 0.323249 0.358520 0.336843 0.355244 0.361006 0.358926 0.402987 0.361397 0.346399 0.348998 0.322521 0.370140 0.333296 0.338498 0.395025 0.374727 0.379114 0.367829 0.344775 0.344673 0.339752 0.379182 0.346296 0.347150 0.355489 0.368486 0.351730 0.378084 0.384756 0.383710 0.350286 0.336261 0.329723 0.345727 0.348875 0.342325 0.380969 0.349330 0.365605 0.362884 0.323443 0.345556 0.338239 0.351660 0.344190 0.354149 0.347756 0.341405 0.366688 0.366247 0.366405 0.340041 0.358576 0.334958 0.345060 0.337374 0.382753 0.332142 0.361340 0.363352 0.373234 0.374255 0.348353 0.359809 0. 325691 0.333519 0.354826 0.339147 0.340854 0.344505 0.364873 0.377952 0.381369 0.355058 0.327450 0.347139 0.351690 0.342911 0.363377 0.342382 0.385526 0.386952 0.359672 0.373451 0.334619 0.338397 0.335195 0.379524 0.335009 0.339856 0.336562 0.347749 0.3 60078 0.342385 0.361889 0.337521 0.352874 0.344537 0.336629 0.339360 0.361614 0.340111 0.374372 0.343702 0.391306 0.362453 0.353815 0.352681 0.339569 0.343461 0.329827 0.340968 0.347774 0.377466 0.375031 0.393285 0.351255 0.343227 0.367809 0.327853 0.348 359 0.334456 0.380388 0.376325 0.372049 0.362515 0.361813 0.393189 0.343723 0.328146 0.320664 0.343973 0.310221 0.344128 0.355196 0.346980 0.392582 0.363282 0.370420 0.341329 0.341382 0.336062 0.352868 0.345222 0.355562 0.323509 0.370108 0.353424 0.3727 38 0.359054 0.372233 0.347722 0.324008 0.308471 0.326178 0.342729 0.318326 0.365987 0.379922 0.377293 0.384121 0.363830 0.351361 0.350338 0.338512 0.364679 0.344375 0.373385 0.361966 0.371739 0.368811 0.363129 0.359398 0.324384 0.365535 0.340783 0.367923 0.337986 0.362461 0.387850 0.395675 0.379060 0.370948 0.341193 0.340248 0.365661 0.381924 0.352736 0.324682 0.346268 0.371399 0.377013 0.358895 0.367401 0.340435 0.360369 0.349678 0.329145 0.332344 0.351506 0.358929 0.376728 0.358391 0.366825 0.378289 0.337736 0.368553 0.348808 0.324769 0.352709 0.339547 0.348594 0.360533 0.340705 0.365290 0.364001 0.376694 0.343937 0.368751 0.329968 0.329165 0.350320 0.387346 0.362526 0.366337 0.359085 0.361764 0.336434 0.358686 0.342650 0.345571 0.351776 0.366393 0. 346064 0.342382 0.366534 0.377037 0.390671 0.382674 0.347317 0.371320 0.347762 0.376308 0.332581 0.365585 0.363207 0.358677 0.358230 0.386950 0.334516 0.379819 0.356596 0.372601 0.356005 0.348013 0.341030 0.381861 0.356216 0.353696 0.390237 0.358730 0.3 59191 0.352709 0.351460 0.350980 0.371816 0.349446 0.359774 0.376994 0.390537 0.369417 0.311599 0.351010 0.341573 0.336579 0.355579 0.373311 0.340763 0.350904 0.378656 0.365916 0.367982 0.338213 0.373625 0.348831 0.350695 0.343136 0.333850 0.338382 0.38 9578 0.370210 0.401952 0.359616 0.343908 0.332016 0.371931 0.346901 0.327298 0.337112 0.358681 0.362919 0.360921 0.353821 0.383969 0.344909 0.348036 0.345492 0.316984 0.346582 0.329951 0.339457 0.368303 0.361818 0.387730 0.351189 0.331778 0.364905 0.3423 87 0.340901 0.344303 0.345545 0.343500 0.391819 0.365791 0.401902 0.359240 0.344982 0.339608 0.331040 0.341464 0.353141 0.355523 0.312581 0.379727 0.363120 0.368322 0.359491 0.369802 0.379283 0.340708 0.360055 0.347662 0.340040 0.344440 0.386771 0.38356 1 0.382226 0.373527 0.388124 0.356569 0.325586 0.360264 0.345771 0.365779 0.352199 0.376230 0.370059 0.359768 0.371651 0.342790 0.375999 0.345438 0.371758 0.343047 0.340001 0.341249 0.396886 0.382907 0.349042 0.362178 0.324324 0.349470 0.337010 0.385244 0.343945 0.351214 0.344391 0.381545 0.366123 0.404902 0.366658 0.350877 0.347284 0.332162 0.372822 0.344732 0.355028 0.342073 0.389341 0.396742 0.371945 0.358781 0.350223 0.358056 0.346744 0.338415 0.364549 0.354489 0.342168 0.378992 0.352618 0.373626 0 .362189 0.371087 0.341347 0.367745 0.335644 0.363080 0.349213 0.333053 0.355425 0.385960 0.359608 0.378150 0.363487 0.335287 0.341659 0.343485 0.327207 0.342035 0.366111 0.365009 0.385640 0.357770 0.385756 0.344405 0.360869 0.343368 0.371485 0.355160 0.3 56469 0.356233 0.335531 0.357421 0.369634 0.357082 0.345571 0.363224 0.343555 0.326763 0.374661 0.317986 0.343266 0.367619 0.368657 0.343271 0.348467 0.317793 0.334190 0.346428 0.348668 0.326194 0.347542 0.350264 0.348073 0.386712 0.375131 0.371263 0.35 5790 0.357177 0.344596 0.347942 0.372704 0.360462 0.355430 0.357817 0.353956 0.377556 0.345127 0.368173 0.359047 0.347954 0.362439 0.346906 0.332341 0.350293 0.378216 0.357836 0.362499 0.396962 0.345457 0.342055 0.346155 0.354603 0.348555 0.337377 0.3363 20 0.371408 0.360114 0.386279 0.335847 0.331598 0.325612 0.350288 0.353687 0.334877 0.333926 0.353682 0.349463 0.384266 0.360935 0.360686 0.350747 0.365441 0.346113 0.350049 0.344913 0.350440 0.358057 0.376787 0.360282 0.364943 0.400868 0.373593 0.34797 1 0.338623 0.319485 0.359794 0.355149 0.357955 0.394243 0.391605 0.385226 0.359370 0.332355 0.328282 0.354243 0.357445 0.330725 0.347188 0.350205 0.361097 0.391864 0.377235 0.349400 0.375208 0.320988 0.343546 0.371030 0.318237 0.378094 0.351925 0.386089 0.407424 0.376616 0.370842 0.366863 0.348030 0.355967 0.353309 0.353230 0.346441 0.358653 0.384612 0.363214 0.383012 0.345146 0.348303 0.379397 0.355845 0.338937 0.342143 0.350061 0.378471 0.370139 0.391332 0.368988 0.372996 0.346756 0.350347 0.339953 0 .350726 0.347572 0.335549 0.375473 0.369923 0.369202 0.369982 0.369132 0.349879 0.348784 0.347734 0.348709 0.345517 0.350281 0.348088 0.014943 0.013572 0.013793 0.014033 0.015469 0.016088 0.012862 0.014852 0.013772 0.013943 0.014434

PAGE 139

139 Exp. 44 Exp. 45 E xp. 46 Exp. 47 Exp. 48 Exp. 49 Exp. 50 Exp. 51 Exp. 52 Exp. 53 Exp. 54 0.384606 0.358890 0.356582 0.325384 0.357635 0.332779 0.310450 0.346405 0.333821 0.327886 0.320245 0.343249 0.370229 0.348609 0.308279 0.323247 0.323329 0.336431 0.314971 0.334360 0.3 25209 0.345675 0.330436 0.370697 0.328642 0.311787 0.375126 0.329956 0.323511 0.306760 0.344024 0.333162 0.328197 0.354063 0.341283 0.318078 0.339586 0.338453 0.314626 0.322771 0.330042 0.321631 0.320598 0.303267 0.355516 0.352701 0.314737 0.314060 0.33 8196 0.332154 0.309508 0.314872 0.304675 0.324692 0.343686 0.368571 0.353393 0.340724 0.326244 0.357132 0.320921 0.333322 0.322621 0.338348 0.306342 0.322731 0.322697 0.332659 0.338964 0.340433 0.364276 0.334094 0.319906 0.329165 0.336393 0.318713 0.3588 38 0.403215 0.360994 0.349794 0.357123 0.314739 0.335284 0.315840 0.316063 0.324824 0.303469 0.342153 0.350288 0.357819 0.336396 0.331290 0.320520 0.340709 0.305736 0.326976 0.343624 0.323257 0.322393 0.344861 0.355333 0.316460 0.307891 0.322661 0.30932 6 0.315155 0.331423 0.320864 0.342510 0.312635 0.331579 0.360425 0.332214 0.319925 0.315752 0.335561 0.339038 0.313297 0.313774 0.338836 0.354855 0.330403 0.342954 0.349093 0.326123 0.330603 0.322818 0.332373 0.353713 0.330929 0.332242 0.343407 0.347029 0.363602 0.356812 0.321519 0.340188 0.308949 0.305548 0.326360 0.333863 0.319494 0.341550 0.351479 0.372260 0.328265 0.311119 0.337249 0.332693 0.301921 0.310134 0.315914 0.325005 0.348539 0.325720 0.337709 0.330923 0.318252 0.330042 0.329967 0.331688 0 .320780 0.344593 0.322032 0.316206 0.349790 0.336673 0.319309 0.320947 0.310626 0.335182 0.313101 0.316049 0.321337 0.327287 0.337323 0.323614 0.347791 0.342312 0.337679 0.311046 0.354463 0.334264 0.319499 0.320156 0.333236 0.310840 0.354860 0.338452 0. 322877 0.318841 0.324206 0.320733 0.303982 0.323299 0.323240 0.340853 0.319664 0.338068 0.359670 0.325982 0.359507 0.331348 0.317421 0.315880 0.322217 0.309046 0.326037 0.319161 0.371905 0.324312 0.307251 0.324606 0.316943 0.302503 0.345485 0.324741 0.32 4055 0.304540 0.321185 0.375770 0.343250 0.336426 0.345865 0.312430 0.323413 0.332218 0.338507 0.342317 0.319573 0.325440 0.372143 0.361895 0.343209 0.329838 0.323075 0.300493 0.341539 0.339778 0.319620 0.310598 0.313999 0.342952 0.335134 0.331122 0.312 818 0.283877 0.328884 0.339320 0.340097 0.324054 0.330802 0.315754 0.345922 0.354648 0.325947 0.331968 0.357590 0.352364 0.327570 0.310844 0.330808 0.318457 0.308431 0.322665 0.343555 0.307162 0.292215 0.311654 0.350400 0.350416 0.348768 0.331594 0.30967 6 0.315799 0.356428 0.331683 0.311942 0.311286 0.315093 0.327996 0.316562 0.314916 0.344280 0.307808 0.349605 0.353278 0.326010 0.361113 0.330683 0.350161 0.319868 0.336554 0.298179 0.329290 0.327662 0.319588 0.324281 0.338924 0.334903 0.326853 0.329874 0.335523 0.315556 0.317644 0.323349 0.340164 0.323067 0.348630 0.352674 0.319311 0.315351 0.341957 0.339736 0.333500 0.311762 0.318629 0.325829 0.322652 0.359536 0.351567 0.308720 0.324696 0.325190 0.318183 0.314426 0.334189 0.312739 0.308241 0.319105 0.346918 0.362478 0.311694 0.321276 0.337590 0.323011 0.330299 0.334856 0.343716 0.329800 0.312342 0.349046 0.337815 0.308403 0.327476 0.321491 0.317276 0.314142 0.320662 0.291032 0.311499 0.323132 0.336461 0.329824 0.350152 0.313981 0.334748 0.319132 0. 320282 0.338750 0.317215 0.334654 0.333628 0.370064 0.316647 0.310570 0.336820 0.327205 0.301128 0.327284 0.331469 0.318481 0.357683 0.332724 0.343533 0.346874 0.310639 0.351422 0.314683 0.333544 0.317134 0.325828 0.319023 0.317496 0.306773 0.354231 0.3 32187 0.321427 0.302939 0.316979 0.362265 0.324301 0.319946 0.338839 0.322415 0.311529 0.330650 0.348884 0.335607 0.323192 0.366571 0.343919 0.316507 0.325799 0.323465 0.318291 0.361331 0.350223 0.352058 0.318136 0.336036 0.357383 0.342240 0.326173 0.335 120 0.322192 0.318245 0.332861 0.368992 0.325134 0.329819 0.333106 0.330659 0.338540 0.324515 0.311274 0.337279 0.330130 0.333065 0.352320 0.357269 0.366153 0.317784 0.330146 0.314472 0.309433 0.333797 0.338138 0.335446 0.328522 0.334551 0.331863 0.3184 20 0.309486 0.368636 0.348524 0.326898 0.315463 0.329959 0.330089 0.305024 0.364241 0.352672 0.320715 0.326494 0.337394 0.312631 0.332305 0.308215 0.324782 0.301626 0.351273 0.360412 0.342805 0.333094 0.320089 0.329660 0.308784 0.315428 0.324573 0.326279 0.315340 0.341446 0.340395 0.347494 0.322299 0.331797 0.333872 0.323862 0.326762 0.308277 0.322802 0.324151 0.334707 0.367588 0.346160 0.337265 0.371948 0.325958 0.332260 0.361113 0.327998 0.333687 0.336907 0.329819 0.364814 0.352729 0.344537 0.321674 0.325192 0.328306 0.332714 0.333046 0.336072 0.313191 0.329302 0.332922 0.367822 0.329521 0.322521 0.317706 0.353022 0.327522 0.320849 0.317169 0.348535 0.336514 0.337686 0.361404 0.337511 0.319692 0.367224 0.320336 0.316216 0.327694 0.324361 0.320493 0. 320078 0.356982 0.362624 0.316914 0.301752 0.335406 0.319930 0.314931 0.339360 0.324948 0.343015 0.322167 0.351255 0.348187 0.320428 0.330903 0.320611 0.313811 0.315723 0.316996 0.314106 0.324254 0.322019 0.344552 0.354726 0.340005 0.341808 0.326377 0.3 30474 0.330247 0.328378 0.325356 0.318812 0.331391 0.348894 0.342549 0.317679 0.339523 0.281112 0.325789 0.314559 0.321068 0.340093 0.319798 0.357018 0.344060 0.346547 0.306906 0.328494 0.323097 0.320703 0.327787 0.339443 0.334530 0.348793 0.331218 0.35 2570 0.359366 0.336364 0.315165 0.319152 0.343400 0.311321 0.321668 0.349081 0.318125 0.353649 0.327935 0.370497 0.315267 0.317893 0.348999 0.330546 0.313210 0.332972 0.324650 0.338140 0.327185 0.343386 0.345247 0.301939 0.325354 0.341225 0.325452 0.3256 85 0.322024 0.313728 0.317026 0.334010 0.352100 0.368333 0.332374 0.325873 0.331868 0.320526 0.338424 0.314972 0.318406 0.347821 0.344820 0.342566 0.388503 0.312843 0.324875 0.316730 0.324803 0.330714 0.328274 0.331609 0.330862 0.334316 0.341081 0.33856 9 0.316995 0.315937 0.295310 0.337776 0.343691 0.335766 0.333360 0.309161 0.322834 0.373812 0.344733 0.336870 0.343708 0.341639 0.331229 0.329695 0.315614 0.342726 0.322198 0.339671 0.327466 0.347786 0.323985 0.316944 0.331416 0.324941 0.338453 0.348453 0.300813 0.312689 0.337438 0.350868 0.371827 0.330206 0.315930 0.358990 0.360129 0.353061 0.327418 0.325771 0.313802 0.304210 0.352524 0.350478 0.327081 0.333417 0.329151 0.331810 0.335853 0.330178 0.329218 0.322763 0.332379 0.329456 0.355095 0.315910 0 .347781 0.316645 0.315730 0.344915 0.313438 0.339124 0.300515 0.320344 0.342506 0.340408 0.337938 0.302305 0.303828 0.332413 0.336887 0.327942 0.366378 0.312642 0.318189 0.329940 0.336664 0.306714 0.317905 0.321845 0.342911 0.336115 0.329646 0.349906 0.3 22747 0.317553 0.350466 0.368514 0.319965 0.339457 0.337970 0.329598 0.350640 0.327858 0.327730 0.311778 0.320637 0.349421 0.337697 0.361618 0.341856 0.338298 0.324500 0.317033 0.320833 0.337071 0.340774 0.335166 0.341993 0.344534 0.314595 0.345805 0.33 2467 0.316500 0.347743 0.324594 0.347483 0.316629 0.318885 0.373944 0.363996 0.319925 0.310719 0.335843 0.353622 0.302417 0.326612 0.316159 0.333544 0.338939 0.322973 0.333190 0.348702 0.323722 0.337909 0.330765 0.351753 0.334435 0.351665 0.337841 0.3176 19 0.345341 0.335364 0.323550 0.324706 0.325515 0.311168 0.335419 0.347944 0.320108 0.322283 0.332115 0.361941 0.363524 0.327901 0.344053 0.338079 0.323024 0.322397 0.311719 0.351622 0.335812 0.329705 0.362370 0.322259 0.342219 0.327507 0.339285 0.30019 9 0.357477 0.338524 0.327616 0.332826 0.307325 0.358230 0.347676 0.311787 0.362787 0.319297 0.317820 0.328112 0.332047 0.323606 0.327385 0.342911 0.321610 0.360424 0.356663 0.326891 0.306818 0.331878 0.347586 0.325018 0.329903 0.331885 0.330406 0.319977 0.369387 0.308747 0.319534 0.332212 0.320313 0.320233 0.321223 0.341175 0.332681 0.321808 0.324775 0.363737 0.328418 0.339671 0.298465 0.303327 0.335828 0.335995 0.330287 0.331897 0.348649 0.326664 0.339858 0.313877 0.322754 0.328367 0.329920 0.315434 0 .299012 0.310595 0.328971 0.323610 0.384680 0.329857 0.313436 0.346017 0.314687 0.320762 0.297511 0.328787 0.298941 0.327459 0.327659 0.335727 0.333567 0.350993 0.322192 0.315890 0.312995 0.346611 0.354274 0.333938 0.306771 0.316438 0.336878 0.359287 0. 326593 0.326856 0.335491 0.313065 0.312075 0.329123 0.325467 0.329615 0.302384 0.380365 0.346961 0.334830 0.305576 0.336500 0.322299 0.308572 0.310917 0.345144 0.334974 0.347722 0.380706 0.338688 0.333546 0.344894 0.319739 0.317217 0.347859 0.329763 0.31 3771 0.334491 0.332513 0.330841 0.366651 0.329409 0.331401 0.315815 0.337393 0.330089 0.331714 0.332597 0.320257 0.311188 0.337693 0.338946 0.290676 0.316546 0.325383 0.323717 0.335365 0.332538 0.332485 0.327856 0.319297 0.367512 0.354925 0.304770 0.321 312 0.339332 0.322996 0.339151 0.315662 0.304286 0.318665 0.355399 0.354374 0.346522 0.307217 0.299801 0.341939 0.375870 0.341623 0.330475 0.315919 0.361818 0.321843 0.342560 0.352506 0.343423 0.317817 0.305440 0.327355 0.323745 0.333875 0.299326 0.30938 2 0.319726 0.345316 0.341209 0.318216 0.324644 0.320493 0.335280 0.309523 0.308688 0.334024 0.314252 0.336051 0.342084 0.346915 0.337510 0.335419 0.333063 0.357654 0.307646 0.347496 0.337991 0.330619 0.350928 0.331128 0.340299 0.322285 0.312485 0.336251 0.336391 0.328790 0.335534 0.311298 0.327934 0.338669 0.349096 0.371333 0.326114 0.365227 0.328945 0.329535 0.351846 0.327476 0.324874 0.341372 0.325743 0.346263 0.332283 0.329569 0.301892 0.312855 0.359729 0.337763 0.316428 0.301234 0.328145 0.327900 0.357125 0.344526 0.358075 0.291790 0.324157 0.317155 0.323003 0.309432 0.324877 0.311062 0.339846 0.348384 0.338293 0.314466 0.330721 0.340691 0.332901 0.328719 0.309588 0.326591 0.311482 0.343201 0.346677 0.358590 0.324039 0.344799 0.321920 0.307949 0. 316028 0.343854 0.330743 0.342082 0.342296 0.343675 0.357258 0.319600 0.334613 0.323212 0.317221 0.322477 0.315742 0.320253 0.316997 0.308856 0.363726 0.321674 0.311522 0.330175 0.322793 0.319686 0.325405 0.340901 0.325297 0.322575 0.339636 0.351863 0.3 64620 0.324887 0.346463 0.322003 0.322046 0.323859 0.337174 0.386244 0.332850 0.318232 0.348369 0.348965 0.327454 0.326556 0.329045 0.327878 0.327036 0.325966 0.327848 0.325183 0.328938 0.016299 0.013769 0.015227 0.015196 0.016712 0.014404 0.013754 0.011 732 0.014253 0.012085 0.013849

PAGE 140

140 Exp. 55 Exp. 56 Exp. 57 Exp. 58 Exp. 59 Exp. 60 Exp. 61 Exp. 62 Exp. 63 Exp. 64 Exp. 65 0.353572 0.361858 0.341474 0.358418 0.349180 0.376247 0.350289 0.341816 0.348951 0.320445 0.346593 0.359507 0.373182 0.358489 0.352 461 0.347978 0.350497 0.346738 0.363965 0.371088 0.328904 0.341800 0.361797 0.390377 0.380069 0.344169 0.354601 0.354487 0.364937 0.361064 0.343156 0.349610 0.318677 0.361598 0.381096 0.365844 0.364895 0.339780 0.362371 0.359868 0.379347 0.370907 0.35461 9 0.338934 0.349335 0.381301 0.368834 0.343284 0.394630 0.381444 0.339674 0.385446 0.378241 0.324112 0.327139 0.346360 0.349023 0.357593 0.349058 0.374177 0.341891 0.353227 0.364302 0.356639 0.345683 0.326931 0.326039 0.389140 0.366416 0.364680 0.374285 0.389231 0.373109 0.362047 0.357585 0.348604 0.358448 0.340109 0.372471 0.368932 0.368129 0.355394 0.365966 0.371575 0.337922 0.336988 0.336594 0.320847 0.358997 0.366719 0.366585 0.347721 0.354736 0.337528 0.375720 0.353016 0.368514 0.335092 0.344195 0.391135 0.365392 0.349799 0.349795 0.358332 0.361343 0.354649 0.337822 0.372933 0.352447 0.333404 0.337688 0.344270 0.360515 0.355395 0.361127 0.364767 0.348714 0.362656 0.338946 0.354409 0.361252 0.380270 0.362745 0.349391 0.366438 0.345828 0.349762 0. 374850 0.341719 0.339961 0.342364 0.342288 0.339248 0.356573 0.384629 0.366063 0.372092 0.346726 0.341193 0.360003 0.332010 0.375670 0.328760 0.381393 0.363796 0.366075 0.365670 0.359776 0.351104 0.347064 0.377162 0.344401 0.368154 0.350156 0.361078 0.3 62063 0.377814 0.338888 0.380859 0.348099 0.378007 0.357599 0.371183 0.333224 0.359589 0.359590 0.357967 0.379581 0.344726 0.354504 0.380153 0.342105 0.354441 0.355558 0.343331 0.330921 0.378148 0.361495 0.353055 0.351238 0.359313 0.373669 0.357543 0.360 995 0.355388 0.350755 0.337326 0.368458 0.343855 0.345867 0.354518 0.357356 0.347487 0.344439 0.362049 0.358942 0.365850 0.342062 0.339354 0.350633 0.363851 0.357314 0.369868 0.353865 0.368943 0.351204 0.359043 0.336826 0.344005 0.368221 0.360663 0.3591 33 0.345143 0.368285 0.351903 0.355096 0.367981 0.356231 0.324143 0.339130 0.346363 0.374729 0.375133 0.342485 0.365639 0.367687 0.377152 0.355250 0.344913 0.349463 0.352668 0.347773 0.378292 0.363900 0.367829 0.370125 0.344673 0.342350 0.371489 0.351327 0.346373 0.327269 0.375268 0.379776 0.364564 0.362666 0.344885 0.368558 0.370640 0.358109 0.370093 0.336537 0.334752 0.370963 0.391172 0.377166 0.349209 0.364713 0.335480 0.356582 0.360004 0.360525 0.344779 0.351374 0.378944 0.347054 0.364653 0.337239 0.383354 0.340738 0.335684 0.352301 0.378840 0.326778 0.354164 0.363570 0.340163 0.357176 0.345720 0.359335 0.341612 0.350101 0.345287 0.380899 0.324525 0.338774 0.350118 0.354795 0.353475 0.336014 0.370238 0.364149 0.378137 0.364958 0.389687 0.356557 0. 333746 0.378865 0.366599 0.343100 0.350549 0.362349 0.341945 0.386645 0.355533 0.359301 0.350510 0.351356 0.353781 0.366700 0.348271 0.358218 0.372947 0.355975 0.363441 0.379361 0.364384 0.349072 0.333936 0.339438 0.350469 0.361524 0.343266 0.366276 0.3 85443 0.369794 0.362155 0.349048 0.337616 0.380833 0.359374 0.354623 0.369760 0.359696 0.365526 0.373625 0.362778 0.349726 0.357341 0.359984 0.347243 0.365958 0.349862 0.358138 0.371007 0.379716 0.348230 0.376156 0.378022 0.355040 0.339911 0.349244 0.38 6219 0.360573 0.354539 0.352872 0.358380 0.357685 0.354678 0.336899 0.358577 0.361472 0.325949 0.358516 0.361231 0.381582 0.357975 0.384984 0.366748 0.361643 0.367259 0.339711 0.332981 0.313359 0.330226 0.366814 0.382354 0.350521 0.371474 0.356144 0.3553 87 0.345670 0.342071 0.349884 0.371098 0.361707 0.351291 0.340330 0.353145 0.363108 0.357288 0.365622 0.392465 0.362397 0.364914 0.333376 0.345514 0.337746 0.348210 0.353020 0.370738 0.364564 0.390876 0.354670 0.339454 0.336844 0.343315 0.359479 0.35536 2 0.366903 0.388424 0.347851 0.369071 0.342417 0.354013 0.354709 0.350459 0.350598 0.359925 0.349674 0.344937 0.352546 0.359804 0.337078 0.353190 0.345435 0.372144 0.328747 0.344229 0.330961 0.366903 0.352291 0.346063 0.384148 0.372090 0.357291 0.391588 0.383858 0.338224 0.348386 0.346339 0.354239 0.359172 0.358744 0.361604 0.360451 0.331354 0.362743 0.359324 0.355080 0.333802 0.373976 0.356467 0.335151 0.352344 0.376838 0.356046 0.361006 0.377257 0.378268 0.364604 0.321165 0.368393 0.363734 0.354625 0 .346790 0.363376 0.358734 0.347237 0.373375 0.369268 0.331676 0.348152 0.340895 0.354503 0.358066 0.359982 0.349979 0.354672 0.370657 0.372987 0.374983 0.330685 0.340283 0.371749 0.341842 0.376151 0.365160 0.360036 0.354300 0.358074 0.360959 0.355118 0.3 47441 0.339704 0.347344 0.368919 0.372097 0.353813 0.362069 0.374718 0.355238 0.369809 0.346115 0.341989 0.367334 0.356157 0.356647 0.329970 0.344089 0.370062 0.353571 0.353684 0.358595 0.369657 0.361976 0.370110 0.361158 0.379302 0.343483 0.358006 0.37 0704 0.380286 0.379628 0.358992 0.343744 0.350839 0.347806 0.371968 0.384507 0.349638 0.378477 0.354320 0.395644 0.349445 0.356339 0.339129 0.334163 0.367701 0.377905 0.352108 0.358573 0.346369 0.356834 0.339953 0.354748 0.374482 0.341302 0.341395 0.3523 80 0.377270 0.377969 0.332902 0.356714 0.378469 0.352270 0.347045 0.349821 0.350766 0.349769 0.360163 0.338838 0.360852 0.364672 0.344332 0.351988 0.368325 0.350982 0.342403 0.350207 0.357252 0.349494 0.375975 0.363535 0.353276 0.347251 0.375288 0.36454 0 0.379197 0.371733 0.377450 0.360444 0.331994 0.383121 0.366127 0.339644 0.354329 0.367281 0.364833 0.381463 0.363167 0.359929 0.355043 0.350199 0.358839 0.366736 0.391942 0.364364 0.362551 0.349447 0.346244 0.389373 0.346365 0.324667 0.369076 0.373975 0.342337 0.348260 0.382486 0.399580 0.373807 0.353441 0.334934 0.338755 0.339058 0.344686 0.357910 0.336400 0.344719 0.386155 0.349672 0.356842 0.368061 0.363483 0.355191 0.324693 0.341043 0.359064 0.381470 0.384124 0.366795 0.340659 0.370261 0.353979 0 .363980 0.354015 0.340445 0.359866 0.363683 0.351900 0.359141 0.370169 0.349528 0.352028 0.367108 0.347495 0.370759 0.348407 0.338074 0.368880 0.376463 0.350959 0.365382 0.368961 0.350717 0.358591 0.387156 0.340050 0.323271 0.336333 0.348526 0.345817 0. 362958 0.355060 0.356721 0.397082 0.365110 0.346272 0.374256 0.318141 0.368942 0.360065 0.370453 0.382885 0.356046 0.387156 0.334462 0.386916 0.353688 0.340498 0.331704 0.341095 0.372128 0.347143 0.379689 0.344173 0.366033 0.364897 0.357599 0.370632 0.37 2112 0.344385 0.335343 0.358433 0.338340 0.370496 0.361873 0.354173 0.359759 0.365132 0.368890 0.359866 0.356714 0.383362 0.383338 0.365584 0.331541 0.356212 0.357150 0.338688 0.366431 0.343470 0.362482 0.363680 0.351220 0.372245 0.346736 0.349214 0.402 886 0.353684 0.379563 0.378128 0.364161 0.360568 0.341323 0.340199 0.369927 0.348983 0.377197 0.354598 0.356332 0.366917 0.343690 0.345633 0.351900 0.326252 0.329089 0.333155 0.372223 0.366293 0.372478 0.340805 0.359942 0.351622 0.353999 0.363981 0.33706 0 0.348724 0.370860 0.353046 0.343741 0.349822 0.368746 0.360268 0.360120 0.348870 0.362073 0.334831 0.331396 0.365437 0.375618 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0.354048 0.342092 0.360400 0.358691 0.359050 0.345763 0.358013 0.333148 0.373681 0.356286 0.388240 0.362535 0.373160 0.361438 0.378949 0.333 108 0.371377 0.357100 0.372923 0.367160 0.368208 0.371606 0.412096 0.365867 0.375006 0.352195 0.368592 0.349647 0.325049 0.336368 0.346607 0.358837 0.365214 0.368131 0.367494 0.341054 0.376631 0.360750 0.362759 0.341752 0.332205 0.338365 0.367282 0.3614 35 0.376451 0.353775 0.355088 0.374299 0.343894 0.368582 0.332572 0.334785 0.383042 0.343090 0.370963 0.353348 0.365007 0.364240 0.348440 0.361203 0.353887 0.335104 0.354280 0.359512 0.365064 0.370236 0.366452 0.359519 0.379687 0.353369 0.370047 0.378459 0.329798 0.325621 0.344774 0.341571 0.353214 0.344085 0.357795 0.362323 0.341595 0.374949 0.376783 0.341500 0.368835 0.355738 0.358204 0.374235 0.355267 0.377697 0.359432 0.366251 0.358625 0.347146 0.344332 0.335815 0.367840 0.340953 0.384619 0.337906 0.383576 0.361566 0.351176 0.360910 0.369252 0.349335 0.349207 0.357321 0.358837 0.350139 0.355399 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141 Exp. 66 Exp. 67 Exp. 68 Exp. 69 Exp. 70 Exp. 71 Exp. 72 Exp. 73 Exp. 74 Exp. 75 Exp. 76 0.341038 0.342019 0.360823 0.326041 0.321802 0.351409 0.365267 0.348500 0.341351 0.328842 0.321472 0.344088 0.350757 0.348997 0.333908 0.342907 0.332526 0.326835 0.330115 0.338054 0.332216 0.324035 0.363226 0.337719 0.354884 0.341804 0.347175 0.356237 0.365495 0.331721 0.322827 0.324402 0.309183 0.372451 0.354970 0.341703 0.331139 0.358257 0.342128 0.333502 0.336032 0.334626 0.316612 0.322617 0.399254 0.337149 0.333068 0.345897 0.334566 0.312786 0.326633 0.318264 0.315406 0.307565 0.306105 0.364272 0.346521 0.336075 0.339207 0.327819 0.347819 0.324886 0.352918 0.343849 0.325795 0. 331403 0.340367 0.347343 0.351709 0.334887 0.333194 0.327449 0.353595 0.313757 0.347731 0.322909 0.315358 0.370310 0.342635 0.327829 0.320060 0.340058 0.335589 0.340573 0.312276 0.322650 0.311599 0.343925 0.359344 0.358777 0.316704 0.346661 0.338186 0.3 34176 0.326884 0.306127 0.319030 0.309356 0.287459 0.357433 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0.323829 0.333446 0.332233 0.346574 0.304 101 0.310695 0.315760 0.300842 0.323200 0.353093 0.361660 0.358620 0.353025 0.329684 0.345080 0.309933 0.317191 0.334719 0.325597 0.355157 0.336717 0.338980 0.352194 0.349437 0.330892 0.320789 0.344728 0.321250 0.307237 0.313195 0.349448 0.341200 0.3355 29 0.340845 0.321585 0.354138 0.324846 0.322133 0.320493 0.339828 0.316655 0.333779 0.329194 0.364456 0.323579 0.358233 0.338273 0.354688 0.308506 0.325985 0.319087 0.343070 0.341476 0.363610 0.340998 0.336948 0.329254 0.348438 0.361192 0.327604 0.351664 0.319246 0.348898 0.340180 0.333160 0.341526 0.352729 0.339042 0.314063 0.332245 0.302983 0.327766 0.298130 0.325467 0.371595 0.340663 0.336728 0.344538 0.333194 0.330352 0.363635 0.306804 0.311940 0.301207 0.308636 0.347788 0.338703 0.339012 0.352394 0.352437 0.326072 0.324249 0.338456 0.334135 0.339831 0.321549 0.346825 0.332610 0.355547 0.355928 0.360916 0.355721 0.330067 0.302522 0.347800 0.346887 0.341144 0.351885 0.333293 0.332563 0.341450 0.352387 0.362573 0.312579 0.294591 0.305302 0.305158 0. 337520 0.349927 0.350078 0.333385 0.324050 0.358131 0.325672 0.345976 0.318309 0.304609 0.348064 0.316912 0.380297 0.336757 0.331863 0.345681 0.346463 0.319315 0.328584 0.332968 0.321933 0.279714 0.321287 0.339212 0.340281 0.326570 0.343072 0.343877 0.3 40248 0.342086 0.328333 0.321908 0.317535 0.351155 0.341179 0.363958 0.355826 0.350058 0.361052 0.361272 0.367710 0.316302 0.330487 0.316086 0.339329 0.328448 0.332220 0.333916 0.340733 0.335119 0.344981 0.331834 0.339414 0.317068 0.305485 0.311830 0.33 0740 0.329783 0.343232 0.343689 0.344901 0.346129 0.328715 0.329549 0.322795 0.294314 0.301024 0.322648 0.343128 0.339948 0.343475 0.333807 0.346593 0.343252 0.331632 0.309864 0.318507 0.317663 0.345904 0.325716 0.340744 0.328953 0.321933 0.340071 0.3296 72 0.313846 0.326129 0.315011 0.314502 0.344526 0.330713 0.333320 0.341307 0.341658 0.343872 0.374608 0.333624 0.327765 0.315485 0.337967 0.354834 0.338885 0.326455 0.375890 0.366241 0.345040 0.352913 0.314393 0.315341 0.330373 0.308288 0.324610 0.35292 0 0.326869 0.343549 0.357492 0.341158 0.336267 0.324487 0.330825 0.325408 0.324047 0.324528 0.342707 0.335078 0.353247 0.336558 0.364836 0.354456 0.313350 0.301811 0.340816 0.337115 0.353204 0.350234 0.337759 0.347522 0.342897 0.354377 0.336966 0.327445 0.322959 0.327138 0.306659 0.335582 0.330149 0.337210 0.345966 0.326220 0.351774 0.331567 0.318928 0.334306 0.308772 0.331341 0.342025 0.353994 0.323932 0.337280 0.360281 0.349980 0.329040 0.308676 0.316368 0.310965 0.326641 0.339664 0.344964 0.339951 0 .332185 0.366749 0.362943 0.345427 0.336927 0.338819 0.317677 0.339425 0.351672 0.351897 0.334321 0.345689 0.339752 0.325048 0.337582 0.345733 0.306987 0.326843 0.316850 0.361618 0.338273 0.348451 0.351950 0.328629 0.336520 0.327138 0.329632 0.311736 0.3 32344 0.314537 0.341168 0.353283 0.356592 0.348998 0.335516 0.326330 0.370869 0.351743 0.343500 0.332375 0.316004 0.347879 0.335447 0.370712 0.324602 0.366769 0.342938 0.353971 0.330218 0.317225 0.340463 0.327830 0.351444 0.363116 0.324315 0.339139 0.33 8206 0.340461 0.331761 0.321276 0.343617 0.315590 0.327159 0.342909 0.341575 0.350539 0.339525 0.346728 0.349741 0.344507 0.322901 0.326134 0.319908 0.318915 0.338295 0.338336 0.336770 0.356077 0.348358 0.320930 0.350759 0.304167 0.343447 0.319668 0.3205 46 0.364759 0.338160 0.342118 0.339912 0.348691 0.321388 0.357034 0.327968 0.318803 0.320270 0.307917 0.360555 0.337586 0.335140 0.344512 0.328216 0.352903 0.334892 0.337820 0.309062 0.320446 0.307527 0.341134 0.354402 0.326326 0.335214 0.348068 0.36119 5 0.364496 0.328114 0.321664 0.318237 0.310352 0.349619 0.326319 0.322894 0.372818 0.333691 0.343440 0.350627 0.314013 0.316449 0.340577 0.328436 0.336239 0.331615 0.306286 0.337176 0.349997 0.344976 0.328947 0.314557 0.311764 0.324225 0.310903 0.338392 0.343547 0.358669 0.351898 0.348911 0.357048 0.342337 0.317483 0.292274 0.338622 0.344640 0.351160 0.325464 0.333787 0.327138 0.348140 0.341403 0.328344 0.313586 0.337339 0.321369 0.315992 0.344984 0.341231 0.338992 0.342170 0.343708 0.342987 0.343009 0 .324214 0.323245 0.323104 0.322662 0.015667 0.012478 0.011906 0.013418 0.013974 0.014518 0.015085 0.013676 0.013560 0.012740 0.013486

PAGE 142

142 Exp. 77 Exp. 78 Exp. 79 Exp. 80 Exp. 81 0.326230 0.313788 0.336472 0.320166 0.331705 0.293574 0.317191 0.338999 0.3 33998 0.333934 0.322056 0.352213 0.335633 0.330533 0.322747 0.327739 0.303633 0.336332 0.330335 0.323042 0.316421 0.323412 0.306189 0.335338 0.311834 0.313792 0.323371 0.343357 0.330480 0.288731 0.292663 0.319609 0.340399 0.314837 0.327127 0.314164 0 .310299 0.319653 0.322050 0.334113 0.307149 0.349157 0.336734 0.309066 0.311860 0.311098 0.342438 0.329996 0.320309 0.337616 0.304054 0.315129 0.317685 0.303890 0.351457 0.309506 0.311123 0.321807 0.327322 0.336760 0.319865 0.326896 0.330118 0.326685 0.309095 0.309161 0.324244 0.311556 0.310648 0.338380 0.314465 0.327099 0.321290 0.328985 0.309994 0.294693 0.299881 0.316854 0.332889 0.339258 0.311645 0.330951 0.325421 0.308787 0.333050 0.330951 0.306794 0.316536 0.329610 0.322798 0.310061 0.30397 1 0.327817 0.319916 0.329622 0.322453 0.323042 0.327601 0.305042 0.300961 0.322562 0.317853 0.308825 0.328870 0.318481 0.344394 0.309081 0.338313 0.330146 0.310481 0.317192 0.301482 0.303583 0.335440 0.311651 0.308192 0.330494 0.338380 0.312713 0.3110 77 0.322261 0.320876 0.315361 0.350890 0.311094 0.356790 0.304571 0.319906 0.318959 0.319620 0.356470 0.318610 0.289587 0.344305 0.338710 0.314126 0.321581 0.321536 0.315683 0.339504 0.299206 0.309336 0.348315 0.318307 0.323165 0.333725 0.321266 0.32 8228 0.324276 0.333824 0.312372 0.316290 0.336913 0.327730 0.312440 0.316348 0.324603 0.312328 0.317466 0.336670 0.316915 0.329179 0.323341 0.328848 0.334619 0.319162 0.293091 0.320789 0.338495 0.328038 0.329514 0.323928 0.299254 0.329298 0.300685 0. 332223 0.305722 0.343921 0.331575 0.304898 0.345132 0.294762 0.333302 0.332939 0.336286 0.308883 0.327605 0.355525 0.288943 0.313197 0.333060 0.331456 0.343221 0.331425 0.317368 0.301606 0.318685 0.306875 0.308451 0.357480 0.327103 0.326700 0.311217 0 .342275 0.331780 0.321316 0.320001 0.315944 0.349344 0.344885 0.310016 0.319828 0.327016 0.312493 0.328989 0.327980 0.315287 0.326635 0.315503 0.328934 0.340862 0.337759 0.333515 0.325041 0.310388 0.330252 0.327252 0.312649 0.306358 0.335960 0.309558 0.334691 0.317058 0.312175 0.334991 0.299738 0.317004 0.321816 0.299798 0.313219 0.313493 0.320383 0.328130 0.325601 0.333053 0.324892 0.322969 0.318158 0.334497 0.321551 0.337219 0.331610 0.322451 0.330249 0.327744 0.339155 0.318273 0.334641 0.31723 4 0.310084 0.329433 0.316079 0.325540 0.319955 0.323596 0.326248 0.323443 0.317568 0.309845 0.328073 0.314315 0.330903 0.305218 0.323690 0.332681 0.321071 0.324554 0.318839 0.312808 0.334893 0.311942 0.314004 0.332788 0.331237 0.310573 0.313028 0.296 961 0.325947 0.344413 0.330785 0.342833 0.335080 0.325111 0.332237 0.337591 0.291651 0.321137 0.339984 0.303890 0.335306 0.320616 0.311145 0.319596 0.302145 0.336030 0.331192 0.326358 0.327220 0.324487 0.312276 0.312038 0.348075 0.301602 0.306578 0.32 7980 0.304909 0.351172 0.334135 0.319610 0.325454 0.317530 0.336504 0.335365 0.321945 0.324503 0.313253 0.324639 0.331341 0.329947 0.329167 0.345933 0.333689 0.327201 0.309271 0.320961 0.330893 0.298082 0.340826 0.303240 0.333216 0.346532 0.339180 0. 327801 0.327872 0.348879 0.353232 0.332579 0.317517 0.322011 0.320615 0.328254 0.341995 0.327085 0.327628 0.304053 0.330809 0.351490 0.320408 0.314910 0.352641 0.344185 0.366957 0.345620 0.342742 0.332031 0.322130 0.300237 0.328827 0.320493 0.311485 0.307299 0.328094 0.325004 0.319823 0.314781 0.330584 0.354126 0.313800 0.305819 0.328123 0.345936 0.328426 0.296406 0.310444 0.320173 0.326750 0.323214 0.337481 0.312283 0.300030 0.334265 0.314010 0.317709 0.292571 0.305850 0.322505 0.316742 0.343788 0.305583 0.317031 0.331615 0.336421 0.324251 0.316042 0.351109 0.306105 0.319442 0.315916 0.343533 0.322367 0.314777 0.316168 0.354126 0.302277 0.311533 0.311542 0.316008 0.334386 0.326458 0.337914 0.310132 0.323443 0.324062 0.326874 0.331073 0.3005 27 0.338362 0.324047 0.332185 0.327150 0.319969 0.344013 0.327511 0.332450 0.309846 0.315425 0.334831 0.349755 0.326513 0.325949 0.319958 0.317554 0.345053 0.305834 0.315541 0.345295 0.308048 0.324483 0.362062 0.336250 0.329215 0.323214 0.334337 0.324 275 0.317829 0.332122 0.334348 0.317594 0.339067 0.316325 0.325548 0.331995 0.332245 0.339610 0.330252 0.333230 0.338294 0.333226 0.329651 0.326217 0.329766 0.319159 0.312352 0.309805 0.329568 0.335789 0.329064 0.330628 0.317047 0.329305 0.325321 0.3 34362 0.324959 0.328714 0.310480 0.342124 0.322102 0.317857 0.302891 0.352096 0.333910 0.305932 0.369176 0.307189 0.302512 0.333699 0.342387 0.316121 0.292768 0.324203 0.322389 0.323605 0.326190 0.321889 0.324812 0.014330 0.013991 0.013177 0.013540 0. 013224

PAGE 143

143 APPENDIX E SIMULATION RUNS FOR CASE STUDY #1 (DURAT ION) Run Exp. 1 Exp. 2 Exp. 3 Exp. 4 Exp. 5 Exp. 6 Exp. 7 Exp. 8 Exp. 9 Exp. 10 1 330.6480829 330.104033 309.6380774 313.5774782 314.1663956 347.9600785 344.4486623 350.235927 329.6056965 357.45 08924 2 339.3487733 330.1412796 341.2309283 330.9467795 349.9666936 324.989874 331.7632852 328.8051622 333.3395061 382.2639072 3 318.3280576 344.7794621 326.0125779 348.0305646 351.7295148 346.1937553 327.5949602 340.5812188 345.2054605 359.9446408 4 31 8.864402 336.7352459 329.9515039 334.2920197 344.8102522 346.0288602 321.5803589 343.8345793 324.9565883 345.5994636 5 350.6739479 323.0110429 355.0510162 333.2522616 299.7216825 317.8187981 349.9710604 334.3797808 332.9560697 380.8190399 6 342.1771304 3 37.1471031 341.1854439 335.8556944 333.0361855 305.8972683 329.2785286 325.0466339 342.6563692 371.9028971 7 340.4588215 350.0281253 364.6104095 332.8283686 326.734027 346.6076702 343.2205884 336.6372291 327.9669815 351.9179218 8 345.3862314 341.7787832 333.5244658 360.471131 335.4819559 349.7359231 341.8302337 345.1111968 328.3131095 369.1192207 9 330.1759702 353.1641604 331.0084703 329.5116445 323.5222772 303.0851586 334.6441116 341.6522653 310.3388352 363.3177256 10 329.0262687 353.8100746 322.222007 5 317.0823033 351.4927458 350.7332294 357.2322768 330.3051597 314.6760877 345.0949639 11 356.2179254 313.9754495 351.0827627 323.4270934 329.9153398 339.7714152 338.4801438 314.2867687 351.3714636 353.1983242 12 338.3331657 353.8823393 349.5088203 329.31 66816 359.6417295 335.8356307 346.5241837 335.3459295 306.3415054 355.1191549 13 354.3328536 343.0294584 333.1909901 320.3506395 321.2985032 348.8430517 327.8447767 325.9369303 353.7334378 366.4184086 14 322.7849427 322.9847641 336.1124944 321.0910739 33 9.6260101 309.237102 336.4226421 354.0008441 373.3089247 361.5092525 15 368.9676037 334.5270321 333.2249654 318.2325701 340.5115956 335.0143195 337.4081028 355.1104516 322.3013528 372.5337003 16 329.7628099 349.5389818 340.4418924 325.0928864 371.5044226 368.0622833 346.1535204 334.2291663 348.3734491 367.2288588 17 358.1235354 311.7551625 351.2302236 331.7910105 292.8674067 344.9932286 329.0690457 323.5879044 330.656776 389.3575741 18 312.7127398 341.4874229 328.8951842 354.1305137 326.9740336 310.2437 797 333.2677109 314.6109048 326.7199157 346.9139612 19 321.7485486 343.2845275 328.5405955 319.0795806 331.9428095 337.9091884 326.9591957 326.2380359 330.690555 346.2298001 20 355.8949491 314.0458054 341.4547506 338.9215863 338.4096292 351.2526806 343.7 569139 363.0825352 355.4948526 359.8641903 21 311.8834334 336.3515076 332.4720505 348.9960796 355.2689666 331.2128222 326.3852581 325.5399804 328.2341856 369.6280511 22 337.0310556 339.6292029 340.0485874 351.7374572 343.9414756 326.1809044 345.3998608 3 35.1884592 368.9578993 355.6074696 23 361.9363982 321.2317862 343.3565656 341.9013289 322.170395 354.7826524 313.7443051 338.7615617 346.7008147 372.1100097 24 326.8081634 341.6652857 320.9058074 329.1342507 331.024119 358.3939082 343.8343445 364.2525947 323.7755941 370.6196408 25 348.1927632 341.4620747 350.6322438 320.0434041 331.5976987 342.6366121 340.6835183 313.4412897 316.4601212 362.9081326 26 340.1558826 330.5703068 347.0643365 314.4678392 358.6546779 326.0988802 326.1160756 331.4075017 317.775 8014 371.1411091 27 348.9708855 334.6832221 334.8183173 332.7508244 331.9686127 339.2967344 357.3163342 353.4631981 331.5722076 381.9823183 28 332.4674929 333.7326887 339.396965 344.830853 345.0203681 327.348929 360.3144029 332.4530868 327.064238 369.578 1303 29 330.7015978 349.6109274 326.1818436 326.0594704 335.8258423 356.4405353 342.5380608 338.1475248 316.2655706 337.6839441 30 319.9024926 330.8969379 312.7432174 341.8339457 319.7441381 326.4096993 352.3314753 352.4033846 345.1765129 370.4000551 31 349.3996513 325.9423021 322.448036 353.531806 351.9420236 334.3500856 312.4250193 358.36522 321.138604 342.6299082 32 317.9257201 316.4965198 340.7513889 337.2359055 347.488565 347.2236453 320.1699128 349.5029204 322.4304939 363.3431931 33 352.395417 34 0.3852027 332.9533602 337.3871113 338.780783 329.1134554 361.4746093 331.8979708 333.7666799 350.5546825 34 344.1390256 329.8376039 343.9866226 339.9564716 338.6315265 327.1600795 305.5694977 356.3144416 340.8244093 365.9241444 35 304.0916334 352.5597756 327.3360129 351.4664478 318.2052549 317.6253114 337.6006989 309.4104411 325.3190938 347.4689051 36 354.9680393 338.9752279 345.8563612 318.3428192 319.8634079 351.1114071 328.6958307 345.096702 343.9470611 354.3858852 37 339.5011587 347.130373 347.31247 82 334.4736422 337.9353598 363.0607937 342.325739 353.9374642 332.2337388 360.0445085 38 333.5809695 323.9058741 337.3145895 343.7479471 349.2991215 326.3304397 343.4594892 353.2280901 319.174346 378.8770566 39 351.2073333 334.5956941 340.5289736 323.336 3874 337.0684451 325.7981916 325.2580899 313.9057937 330.3058651 364.4194874 40 347.4902752 344.5656468 350.5229558 330.2607146 317.9450736 337.2331001 337.5632862 348.6642768 334.0035223 359.7354225 41 337.3577737 303.4867225 345.9955119 305.3741028 315 .9779031 330.247703 321.2607894 352.8111011 347.2979367 335.1163715 42 338.7593591 333.7116486 352.6852815 332.7322492 329.3987417 360.359141 330.3649504 330.6902759 338.2778434 355.4622462 43 321.1112144 320.7328092 321.6023089 362.8141817 315.208256 34 0.3011806 321.2717579 339.8273898 321.3730259 352.7724544 44 333.2624749 316.6095717 349.6154836 344.9001589 340.0422314 337.259765 333.3205882 323.5488565 332.6164965 354.3962564 45 345.5225195 327.8495988 342.589351 344.7023951 331.9138771 321.6361219 357.169127 347.5899434 314.4728922 360.441758 46 318.8356566 333.5724085 333.7088826 358.9179591 317.5246586 348.0506444 323.3012438 355.2303428 339.3723157 361.3135898 47 326.655957 331.2044131 335.0375093 338.2431564 315.5070426 331.9639975 323.095756 332.2468394 312.6437925 356.4549559 48 325.7633813 343.663469 348.6383591 351.0750452 336.6003268 334.8288 306.7099663 343.8569025 332.8165631 374.9244785 49 332.8588032 340.2961151 323.5198263 329.2756011 332.9148744 318.5586858 326.7547901 343.6258887 345.6351482 362.5849887 50 322.6880428 351.6394623 307.9101918 322.912641 312.2909972 358.3994506 344.3106432 352.0278094 329.7523795 367.9088766 51 321.6052538 346.6688189 327.3229802 363.7005426 346.9096485 335.6288566 350.3743646 314.7746772 352.59779 97 372.8501221 52 357.3845937 348.9537417 350.8239004 328.8077962 338.1207934 347.552744 335.1531059 336.7999221 335.4239512 366.3068069 53 314.0920326 344.1122546 322.7747132 324.3835143 335.7833027 327.6020177 313.9080313 325.2477362 323.3624451 367.43 19756 54 354.5212191 363.7914838 328.3799071 343.5062892 338.9072577 319.0894485 358.404591 328.019473 330.3401521 349.2016437 55 338.4096224 340.409406 355.5295553 326.6449104 326.8729164 340.1445819 346.1533307 321.0141919 343.1277913 364.0300606 56 3 42.0616388 327.7068269 364.9253335 324.8417309 357.9963483 360.2945728 345.1887481 324.0333322 339.0524421 354.6052417 57 322.2232742 352.0361048 343.9694396 322.6022488 332.0526114 329.7551407 326.9022022 321.47241 345.5621815 360.033986 58 342.1296895 346.4633196 316.8829979 331.6998258 336.9515347 328.860879 333.5852693 352.2308225 324.9156595 340.3951216 59 350.7578553 327.2675988 337.0043708 354.1457593 333.62823 337.0750948 337.3602644 347.5137674 321.7010135 372.0920509 60 341.5839097 350.0148816 329.6858915 344.3393117 327.5959553 338.3490521 311.7651252 342.2572462 348.3946011 372.5384115 61 320.6051491 320.6523605 332.0594132 340.7942895 325.6012542 339.4526835 311.3222381 348.0147734 349.5330457 388.222932 62 321.5959225 335.338309 325.68379 89 330.6505681 332.9272689 335.6853343 321.9872662 326.7102371 345.3895911 355.1571492 63 320.8681493 318.2907212 333.2740838 350.2621587 359.9705824 319.1208242 329.0213923 344.519841 319.4887383 354.5807394 64 357.1144831 355.7316407 312.3901617 322.71 4724 335.550212 311.2686799 347.6717429 331.666002 351.0698895 351.894584 65 308.5943472 348.6920936 325.6467512 341.6624229 332.3966103 318.4828546 326.3943774 332.3136108 356.0097863 378.3812433 66 329.8722419 341.8630782 320.8681493 310.5915515 315.90 57455 324.0986392 344.9136366 350.1703923 328.2495339 384.3743413 67 343.522245 359.3337233 331.2333995 332.6905286 357.152862 340.9719814 323.7324051 342.5617479 338.6653771 376.3987996 68 331.9517857 345.167274 325.6681609 339.8545995 308.5077473 338.6 088319 337.2335959 315.7869151 347.6498083 362.9742216 69 363.2056636 331.0488508 341.8276347 325.1603442 328.2061974 321.7387148 331.2248108 317.7758014 318.7672739 384.8814477 70 342.2382262 330.0864452 312.1714737 339.8163608 332.6001372 370.8319639 3 54.8608485 328.4876195 329.8975305 352.173392 71 331.242963 292.3540584 323.1485769 315.0993604 348.388201 332.9846404 370.6036453 335.7062862 337.2554529 351.466455 72 335.2495586 357.3032743 356.4590424 343.8748088 341.8291208 321.3518523 351.5743868 3 49.9941575 335.6021514 374.8499914 73 347.963951 345.221028 354.020367 336.6267509 359.9093512 347.2921273 332.0776578 321.1614257 326.6426225 353.4295334 74 327.3356876 319.0966957 340.567204 360.2618128 336.7816107 391.821569 327.2617316 354.1343161 33 3.4625123 366.9576373 75 314.2178302 340.9365236 312.0600019 312.5846673 351.3415573 365.6413082 317.3969669 324.9464188 343.3773645 382.8577305 76 338.2160918 359.3302813 340.8858295 326.7390636 328.5654886 341.1073281 326.6385416 327.5949602 370.809471 3 371.1392948 77 328.295549 334.6836515 338.290376 306.0280253 328.2747023 339.4243116 339.0820181 338.1293728 361.5406053 341.3804669 78 312.9185095 321.521556 304.8133214 321.1931001 331.5546801 335.7489888 331.8362306 336.8486539 321.9575052 350.40286 21 79 336.4206822 317.456214 339.028716 323.7095743 304.5562319 335.9139221 341.1422009 353.5587882 337.785089 359.0413037 80 312.5762467 323.6194735 350.4128486 349.0117415 359.786231 323.2001816 338.1282872 359.88364 338.5613722 383.9568923 81 328.575 5949 347.688521 329.6264472 318.5881564 360.2645114 355.4270719 341.4865704 361.7078874 359.1468318 405.7935146 82 351.7016523 323.8540077 360.7325154 322.5388045 309.9486419 361.92059 325.8972572 336.2295004 314.0161632 351.9565761 83 314.7191059 326.61 57181 338.9589066 334.5099483 343.9064399 344.475117 322.9843094 328.4421397 349.9061284 393.5097216 84 335.6900013 334.367468 366.8394699 323.8722278 353.6972112 337.9406489 322.4944716 368.9789122 315.032045 354.8409985 85 353.4822138 329.8496083 331.0 560931 355.7096525 353.3953643 325.7652022 347.5407522 341.4858007 321.7414192 372.1666345 86 335.4083254 334.9304404 332.157986 334.0563607 364.5364807 336.0873064 387.9404646 339.1765033 349.99191 369.8412226 87 339.898395 323.9296343 325.8243552 346.6 324314 328.2740398 328.5245996 344.9687022 339.052462 349.3289012 369.1533042 88 348.0061366 326.5110678 317.6856779 326.0526452 341.6499988 327.1800458 323.8546054 324.5665154 341.9574493 355.4473476 89 338.7255123 327.9779973 330.4448306 331.3632774 32 8.9108418 319.3714007 333.0464564 324.0053173 334.2341055 393.217591 90 336.3470236 332.304066 342.9192577 307.8847886 316.2186483 348.7997371 339.2823373 335.9347143 349.0011921 374.5946433 91 335.8157444 340.7009286 343.4827645 317.4800766 345.6322922 341.3905588 321.3941066 345.1596335 341.3865691 351.1993535 92 338.5799008 339.2436274 320.0108259 345.2784079 351.2327206 322.8721878 338.6191702 340.9148372 334.2325655 367.4973585 93 331.9167531 321.0142143 340.9032602 347.1387375 336.5057816 328.0925 646 320.6492739 313.0555595 332.201737 367.2393381 94 334.760179 347.505794 325.2709148 348.3455474 346.9118665 344.7643844 342.5877212 323.4323337 353.1664778 397.675634 95 326.3145839 332.3700397 331.9822099 353.3153199 342.9845334 301.6347459 340.9379 835 322.5570406 327.1227927 376.9077961 96 335.1531451 321.1882872 344.0593984 306.5752684 342.4922995 338.7617167 323.9406378 338.4090098 326.9663915 366.5314935 97 339.3801854 317.1099288 313.6722526 371.1944449 350.7236435 349.6393986 355.1380242 367. 7707448 340.1648454 355.8189726 98 312.8140485 337.870526 348.8694942 339.1546335 321.8813787 328.8730415 339.4253301 335.7384095 360.4857185 382.96134 99 354.2712998 333.9068121 347.1947011 333.6330245 327.9045073 337.1903159 327.3234112 351.9047667 349 .2259854 377.5252264 100 320.2293793 334.6226681 350.0340656 334.7839186 303.7637991 354.5651149 328.7510309 331.7379085 322.0010497 385.1556928 Mean 335.4009488 335.2491768 335.8558483 334.2183013 335.2856736 337.0200185 335.4937735 337.7344441 335.5589 513 364.8926213 Std. Dev. 14.00550712 12.97008502 13.30027187 14.18189207 15.34335385 15.52299237 13.94346698 13.78985103 13.97309557 13.81362871

PAGE 144

144 Exp. 11 Exp. 12 Exp. 13 Exp. 14 Exp. 15 Exp. 16 Exp. 17 Exp. 18 Exp. 19 Exp. 20 Exp. 21 351.5932787 371.1 159943 365.9968748 375.8461972 343.0014587 393.0708855 359.3924393 381.5874784 426.0479549 364.8464376 432.7456905 375.161312 347.0884865 377.3493335 390.8987414 354.3555713 375.2087823 366.951632 356.7795133 414.4203488 393.0693369 392.7113368 401.16246 1 353.7658972 343.5635404 390.814212 363.5282873 368.3164324 354.272835 386.2287442 381.9431542 364.977197 437.1539027 365.7926574 366.7667334 386.0521902 346.1661764 359.5577077 398.9062788 348.5762727 372.0694531 397.2246685 383.9428542 381.1091226 376 .9036859 345.4083671 347.3360551 347.0120263 369.3262466 356.1371823 381.1391672 368.454945 395.7966238 404.8841696 397.3269406 386.5274731 380.2060601 362.8042377 392.8953577 380.6427351 351.6396397 363.9043961 376.3511444 397.6516424 401.732712 398.1916 071 369.4824012 346.758051 381.3816172 360.3778158 342.1785483 351.4062496 340.6895879 378.0586054 383.5717619 394.0985045 388.9430327 389.5129603 384.8673969 381.9439577 358.2673879 356.098691 366.974088 355.7274118 365.4384339 384.1846617 414.7976322 3 75.4340281 376.9093313 367.7150617 334.5463588 371.0963908 358.0046728 362.8606797 349.9949381 329.7053081 389.7763974 371.0227827 412.7818121 351.0589427 376.5765677 354.7132154 357.6113355 357.5830922 361.3562802 357.2997227 354.7571338 390.8536314 369 .3462234 380.3854709 375.8203017 367.9622963 395.1237932 364.2316253 409.9337954 356.5423876 339.4292809 343.8987243 395.7343483 391.463065 400.1294453 377.5638338 353.7535944 397.1524436 338.3476036 386.3524788 348.0251916 355.5322642 395.1426011 386.07 91471 390.7993798 390.6203642 362.1719292 388.7829458 367.4541356 367.893366 364.3682456 342.6487593 357.1863289 387.4931061 395.4785555 365.6272339 371.8666844 355.1260214 370.6414428 350.1664866 372.0712799 385.0929947 375.5505843 347.9626319 370.98191 86 399.0603832 446.1655664 399.7782303 379.2142545 369.2559629 363.3017909 385.2495261 378.1814009 400.4528188 349.4876248 384.6037227 385.955658 396.7758972 395.3527723 325.5333023 374.4683855 374.3788099 367.7494288 390.6412966 365.4098551 358.410505 3 40.9752184 398.8751499 391.8477957 379.5600278 369.6939407 391.5520352 386.485647 353.7300707 356.9258514 391.6176993 379.281666 374.927613 400.5881314 396.3257068 366.2380775 380.8635176 370.6183697 384.2138308 361.310819 381.2770982 360.1481874 358.151 9016 366.8513197 398.5895078 401.6932137 417.233072 357.4168376 358.8823895 333.7743884 384.7960461 388.3967304 338.9626204 399.8540616 362.7631106 448.2132586 404.5472797 386.5480678 370.6583336 366.089095 365.4828555 355.2991086 349.9791321 379.5297777 368.8898448 360.5955154 442.7800666 388.6411854 397.7691144 367.7152221 375.4299948 366.5978346 351.6890765 343.4939179 347.431673 351.8985471 379.7923665 406.6633633 401.5196981 385.1669493 363.5528181 353.7002156 361.7625908 380.2438311 369.1615095 34 9.265889 341.3722825 351.2300331 396.7189566 385.6729708 385.8775482 373.050146 368.0143664 398.4281555 351.8605306 366.4475036 345.2202795 350.7775778 355.2483673 413.5170041 373.0548516 395.1043564 371.5565468 350.4583528 367.5565875 372.0374009 325.50 63267 363.0309035 372.3939289 381.8300697 422.9273061 389.1887319 420.8916292 359.1142662 380.5224281 384.3324255 368.8781915 391.4597781 361.3689606 356.3702177 375.3600198 410.6466513 392.9946476 378.7551439 368.420478 391.7900277 392.3786635 351.07169 95 361.2542111 354.7193015 358.0640079 358.974544 404.0769085 412.9810122 387.1282696 374.3732331 355.9880592 352.0562907 351.8131248 353.5747289 354.3044413 363.9248114 342.2007534 404.1069739 408.1344509 413.7135518 345.2211398 360.4417722 373.7353356 378.6387415 389.7783063 359.9428714 357.9143293 387.6816659 386.048164 387.3123983 385.8087639 379.8733093 370.8594423 369.233111 369.3189083 381.7830902 352.1394195 363.1538395 354.0416448 417.8486477 405.8016325 379.4617347 381.9512349 370.2490804 342. 3167862 369.3680584 367.310828 340.5837752 359.1496527 361.2245448 420.8047775 372.8695338 421.420374 374.3364017 368.0731386 374.8366766 378.7775619 354.5016034 353.1229126 373.6632422 350.1205889 387.6859938 403.1246472 366.4469161 420.7194214 371.7803 106 365.2820487 378.7943056 356.2389996 366.163396 375.1082894 369.4561317 369.3865342 385.2306895 380.8229879 372.1566269 354.8294552 378.1814009 366.0424788 376.0194409 354.2364661 374.2717575 381.7669891 401.7794557 369.0737206 372.4957035 365.3622617 380.0736374 368.600872 360.2907241 343.216093 355.063855 368.673013 394.9606263 369.8938281 404.7933114 377.0285621 356.1873464 377.1109345 359.4455386 358.9194631 356.2623293 390.0846073 364.8449883 365.3886073 411.6046965 394.494078 384.524009 369.246 4719 365.3783185 386.6370642 370.9283747 333.7743884 363.967327 358.7261453 362.4833053 391.0518368 390.7512254 379.8897293 362.7213005 358.4945936 382.4975089 347.7286727 361.8458911 368.4785922 385.4152985 356.2057847 379.6735319 423.5676474 398.4460101 356.6622991 361.250236 359.9080242 354.0411138 360.0260675 367.2386252 365.1179305 386.7339966 423.0069267 391.1118786 397.1710272 371.5185372 375.0967798 368.882519 341.2592297 373.259475 386.2511794 370.6358756 358.8837784 398.7705449 388.5810962 389. 1032296 357.5033472 373.6554763 388.8424581 359.2190643 347.6035644 354.0852245 361.9972836 349.5816436 405.3808552 382.7029184 408.7508939 372.7271272 388.8286838 361.2150611 388.7623174 368.3888265 365.4058797 364.2425406 361.0199406 404.6799194 393.95 62187 396.9791244 362.8674077 371.1607529 359.334571 350.5528927 372.6513227 382.2865546 376.4851084 367.9294651 398.7969251 397.3358038 425.3472072 361.8405113 359.4618913 353.327643 375.5635537 379.154583 379.0869419 375.1116301 354.7232698 418.1169766 379.1851917 375.3725655 333.805681 364.6595515 360.4908848 368.7772085 373.8947072 358.4620203 365.8764375 369.5536024 402.1019032 409.4032234 396.0426619 352.9059057 368.0588852 353.8836762 370.072621 363.7529591 376.2303846 380.2514575 357.6882405 416 .9397281 390.7704831 411.4600244 372.6850735 346.444104 350.7318897 366.6257398 366.0790806 353.2028393 352.4798331 375.4095679 413.9135741 404.5785854 413.1740146 362.6731008 359.1593684 356.9549637 346.2805257 358.6590429 371.3377956 352.8218205 373.67 93242 394.4150596 414.2686029 413.6776935 370.3324052 342.712646 371.5774689 366.3946311 384.9926612 356.6174958 368.5794435 381.4230437 387.7158456 430.2331149 387.7100222 368.0006785 359.9730022 363.2688763 367.8683755 354.8665632 374.0346369 362.53387 72 347.3096046 382.3158372 399.7323599 395.8571867 358.1444232 352.1170193 357.737693 352.8497417 359.4398553 393.1688006 364.4243179 343.8007568 378.5757286 397.3682587 374.1732139 366.0937979 357.8040762 356.1627429 349.8543516 361.4766414 354.350122 3 63.1382432 364.4426776 444.6302465 421.0374386 385.921174 363.4567743 361.3570198 360.8019844 357.2482176 357.6592672 360.708939 329.2187699 336.5947917 385.3601638 387.9248407 391.7849474 348.66203 380.744059 344.0996754 364.8527621 388.4603496 358.7449 359 357.013118 364.6151644 426.0692861 397.202156 363.930368 343.7762809 376.7537286 355.4385875 385.9762636 349.5157768 362.7240832 363.5350472 377.6755136 449.6311502 422.5825561 406.7954172 378.3924569 357.7895851 368.9341016 341.4882171 363.3667545 3 59.9872894 372.8680984 381.7710352 405.7856572 387.742782 389.7124076 367.4386681 362.4019492 389.6976481 352.7922552 361.6361999 369.4061471 361.4857201 355.099114 379.772217 408.3842979 379.6165452 341.6958833 371.8026176 368.5012859 386.6764894 328.29 04455 358.807249 397.6630014 352.9237301 397.1588166 385.356229 406.8486778 362.5753432 358.797501 339.7556953 351.8185732 374.9802826 374.2859552 353.9746516 358.7959508 413.3742996 435.2398417 393.7229251 352.7484632 365.9523889 363.0650386 342.2685223 329.2499649 388.3005069 335.3254066 368.1511147 419.1068344 396.2175173 408.1476 354.8467856 355.7956587 387.356469 349.8813365 363.8591361 370.8194303 353.4838109 376.5585425 394.4501712 373.594651 405.1454964 373.7078356 366.089095 379.0820228 349.801 791 394.1521503 376.9341383 355.3643119 384.7185152 367.8638834 363.007417 412.2080871 382.9959093 356.425924 347.7997296 338.3208955 374.0137443 394.1784152 367.4446782 369.1762951 370.3624526 405.6017828 406.8882949 354.8304875 377.3516926 347.0078488 358.7935398 364.7732172 339.9095096 346.066792 400.6001991 378.2071998 396.1439448 392.5309459 368.5930447 388.8737165 370.4667104 375.3411982 364.0788 348.7327087 384.299637 338.3765953 394.5832213 402.018313 389.4496971 362.2131974 373.5106405 342.8556 306 365.1680823 379.2933625 358.3400311 392.3248076 346.3353452 415.5756486 383.8635856 394.7336924 374.7173997 371.7757974 363.8211913 358.5353837 361.2715647 366.503854 398.9258383 357.32477 413.1033888 390.8876188 392.105031 387.7091032 373.584903 382 .1112441 382.7659969 361.6097325 357.2591904 348.5370635 404.7908981 380.5189709 373.3699728 376.4571312 375.7508597 384.94046 360.1466629 351.546901 357.4217458 387.2040109 351.1689289 337.7305565 403.8539512 416.1654601 415.7724517 352.4654855 393.8131 391 357.0531377 348.1295459 362.3631548 372.1165839 333.6841955 349.9207532 379.8741617 413.7126832 377.1803958 368.6137773 369.856958 363.8138159 383.9090741 359.3582229 368.1905243 340.7352756 354.8958384 389.7673382 396.5093718 390.2640387 357.5898724 374.9650173 381.3694762 351.8559694 351.9671141 368.2504728 364.7618597 371.7423641 395.7706897 380.6191904 400.3686598 336.9897092 361.1253992 381.6373137 368.8841027 357.9933865 345.070309 369.7174553 361.6198197 350.8646452 415.9379632 378.0424221 36 3.2688763 347.992681 379.9156861 366.0237407 357.1231092 341.7326777 365.0010776 374.3507772 395.5135018 383.5517428 422.4594001 367.3050523 368.2032809 357.8172724 363.57081 361.875742 360.5774913 374.5948983 370.8849033 389.1326 411.3337866 393.894872 360.1422401 384.5641318 371.5798354 371.5772067 338.3894258 330.2312855 357.2716214 347.0396763 392.4974608 416.042932 415.7552394 362.1816887 374.0011969 385.3288173 382.0859497 358.9203387 360.9395694 381.793109 368.2972687 403.5361592 383.3568516 380.9 684934 359.8830491 360.2685887 367.968478 362.2743614 365.9823647 368.0731386 384.8063712 361.3417761 387.2522011 420.3257825 409.8770677 365.3384951 361.7450735 360.7689199 363.9111655 365.9819304 357.1245625 348.2987032 361.2150611 404.0340365 416.0017 793 407.7755558 347.5894404 370.8239416 354.1471774 361.2984416 358.2673879 363.5183207 339.5051414 361.5312518 375.5188225 394.685796 401.5328413 346.9683098 354.7988239 369.8481092 374.7588409 355.2104573 369.2417787 351.114048 349.3590074 381.2516283 380.7840499 407.3446104 362.844332 364.3096108 354.2585727 375.9916593 348.7548407 368.6180966 353.0515133 356.1740739 420.8875275 391.4933653 404.8157904 387.5808365 367.9401986 360.2160107 388.5616597 360.8052232 364.2614912 359.5062273 356.6231124 420 .4979311 425.4985095 392.2391785 357.8813773 361.5882841 359.6215134 362.5370054 362.2892396 361.6792165 368.5089048 358.8105852 427.4795622 397.5128138 422.0901679 353.9772892 415.5898274 362.4831155 353.1254647 372.0374009 365.8491345 363.0770241 369.7 23485 382.6794439 407.4523474 398.8622675 356.8398208 348.9018475 382.5553401 381.9214763 357.8236872 376.0770082 370.8170208 353.3639281 397.6221477 409.4908893 401.7123422 353.291263 358.5550663 373.3070487 396.1539627 383.0048016 363.1260893 361.76249 14 375.5572479 396.8811912 388.0736671 443.375105 349.6595184 361.6065529 378.9849654 380.688055 363.7774201 367.5275054 373.2682443 367.3429583 397.0385481 358.1337483 395.363918 364.7051513 341.1388528 357.9148845 372.6545381 391.5362293 361.4739321 38 2.1248367 365.4881842 393.2310898 406.3447928 392.8310018 370.2702424 357.8833078 349.927045 352.5684996 378.1326669 354.5032179 386.9748516 364.9648125 378.2631311 423.7106228 411.7101804 374.4053805 367.3064277 348.3896612 378.4254077 370.9312549 367.9 209823 332.2982371 352.0081185 403.7811687 397.2231081 392.9521969 362.5800989 348.7133727 370.1717997 362.8727605 353.351926 386.6552903 355.7696331 366.4282868 404.8521477 390.5604925 376.7246811 377.2704774 401.2773093 355.4326708 344.7549743 382.6292 755 345.3622716 351.4168518 373.7087432 372.2155854 405.8820042 364.9146144 353.0593103 376.66778 387.6700472 365.4578777 361.7103275 367.9844413 377.2759177 352.1145628 401.6120848 392.1092239 401.0558192 366.6960235 383.7913432 366.6133771 362.2753169 383.5051223 370.3642513 374.1329226 353.9108509 400.2973842 421.9160687 393.2232281 341.7515427 374.2971604 359.4315691 358.4351636 355.0681905 359.3877392 390.2126006 356.5423876 428.2534621 429.5506501 378.6294955 355.2991175 366.9145674 378.6283245 36 9.5454756 354.580994 359.0655478 342.0596196 370.293575 389.5063117 398.3729194 412.0241935 338.2685641 346.9699197 393.8743036 364.9692874 375.9553451 370.8143703 379.3461969 360.2547386 419.3307568 383.7539153 410.652697 351.1944862 358.9697958 360.995 0598 383.182024 336.2751576 369.2533095 363.9257055 370.9196168 383.2952388 381.186247 414.5454449 365.5113646 371.9183996 376.4356374 395.5415662 364.4656003 375.4378358 368.2838384 388.7802102 398.4981692 354.2909142 419.8602098 359.13309 367.6859633 3 65.4968844 364.8365205 360.0546071 354.4891602 385.48074 369.2988898 403.2262226 372.7982806 378.9078022 364.561511 367.3398229 366.8401632 365.3224135 364.1505477 364.4341155 363.1082906 365.0355356 399.3585941 396.1095407 396.0340472 14.0072271 13.1663 3004 14.49984298 13.94045684 15.21851179 13.83398633 14.81008159 14.53496599 17.99256252 17.66753395 16.46777287

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145 Exp. 22 Exp. 23 Exp. 24 Exp. 25 Exp. 26 Exp. 27 Exp. 28 Exp. 29 Exp. 30 Exp. 31 Exp. 32 419.5531385 396.8341474 397.1545777 362.049836 421 .9671923 417.7797841 341.5978154 352.368869 374.9886397 338.4010166 370.5307762 396.9304649 388.4441659 377.8609779 400.4252354 399.9957907 417.9723925 331.399168 355.7723615 388.9520215 355.4721481 346.6023234 403.2108973 382.6605624 403.747872 416.8418 77 398.0584714 376.9946127 352.4324845 367.2336046 353.4478942 347.2744539 355.3632475 408.1476 401.6588255 399.6669876 404.3860995 413.6893519 402.5369943 337.980805 367.3932088 328.5211836 352.2584065 352.225545 377.2928065 416.8632266 393.9667257 390. 4106254 384.956013 373.3514358 344.5853491 341.5007909 354.1336866 348.8091494 364.8901031 405.8067867 392.6116843 392.0517621 380.7030061 397.2110622 394.0493571 347.3113819 327.9701449 363.9390416 395.7676497 346.125309 388.5378963 406.0911567 379.6709 171 385.9269357 359.9729923 390.4001084 341.4679561 353.8935614 358.5415065 343.5912533 340.1010131 390.3355139 382.7904724 396.792353 419.0801207 403.0669235 387.1622738 362.8225898 384.107444 350.3381112 363.0582278 342.6009465 412.7892449 382.0656782 375.6710979 395.3003993 400.0092955 403.968216 360.9677507 351.2411061 361.6964547 375.1979608 349.0609614 380.9731332 392.0969849 426.4407688 413.5201131 398.8475871 401.2976457 389.2092399 342.5606237 342.7067877 372.3662217 351.239493 386.4660324 418. 0965516 418.909 379.0107456 385.5824849 426.1991032 336.3805263 360.0345287 329.0992016 338.475804 366.3191397 394.3579297 397.1629194 378.8242506 416.9944334 373.3656771 368.4205998 350.1045167 355.6416611 357.1936726 355.0367695 355.6594485 404.3936551 383.732822 405.7369408 387.6966273 414.6743945 406.4182826 371.0896289 357.1297637 339.8963874 356.5592221 335.7185387 422.6869266 409.8932251 413.8065385 429.847283 396.5059792 382.9027313 327.5719052 356.9413042 352.0253305 356.4727646 349.1641353 380 .8349397 406.2061801 410.8135618 417.4578589 392.0509522 407.0759363 347.5807695 368.2922512 361.3843378 362.3941991 351.1231401 388.8769941 404.1481186 399.5863438 422.566902 377.8708147 385.51719 363.3722344 373.4539492 348.3138569 369.3746135 334.68654 36 390.9478083 388.2889299 407.0197782 379.3152694 400.207753 409.167341 329.0970158 346.7449054 368.4481147 337.0671917 357.5001826 412.8812369 398.3934766 409.5055196 392.4036782 368.3204802 414.9377947 355.8144683 368.3176638 335.5014236 350.9377377 3 67.26805 385.8050701 386.3291447 401.4081681 380.1012446 429.5745802 417.5094864 348.4658813 351.1231401 388.3161745 366.6366517 338.1560956 400.0199147 377.5532816 408.9010289 401.8512274 381.9417363 374.8876185 363.8844777 381.276283 340.1945862 382.02 07677 340.5730635 373.2932563 395.7804589 406.2620652 406.0908246 382.4429967 392.5922989 354.0698035 391.188037 371.6262397 346.7340949 360.6073808 390.9343556 381.9308707 398.399843 372.54129 391.3803772 390.9006384 350.5030591 357.1448641 334.3512262 353.5759104 355.8822018 397.9012077 408.8230312 380.286662 406.5891444 412.9721738 369.8049608 333.2501651 354.1263883 362.8855181 351.0882166 358.6834091 415.7700634 400.5727636 421.840628 410.3938331 393.1506859 396.7665567 371.0928966 360.1507153 364. 9782402 369.015927 340.817158 387.5102931 395.2374505 405.301515 377.4061567 408.573564 415.7298058 340.4378167 377.5689857 355.9622357 363.0652167 371.554498 400.1463383 381.8272381 377.0224809 355.5892736 375.5284016 410.7275668 318.9766458 350.0186657 348.9885659 353.3678607 343.7501938 413.7169076 385.3482353 395.1063726 399.3345479 407.8413653 401.896917 353.444275 354.9049448 375.4118388 336.8459093 363.7577131 405.5433062 409.0700833 394.7984746 410.6466513 399.6043311 411.7845752 367.3413531 366 .5417801 376.5000032 344.4165101 353.2608626 365.2798819 388.8096192 405.7496042 406.8003172 386.6161808 390.738373 374.1517159 361.8766281 344.6757681 345.5138583 325.6676331 418.3677001 398.6378827 378.4058862 391.1450617 415.1007494 396.3193105 324.93 00382 375.1979608 346.0605636 345.4485483 350.0747666 382.6490079 407.3742124 394.9183441 382.5915118 425.1848699 382.5268128 343.4063056 342.4810705 393.6083105 356.5486846 359.9085512 398.8148645 409.1414122 398.6174704 414.814055 378.6051662 417.13685 47 328.2420473 366.7184208 352.0002903 355.8887736 351.2927589 380.5884601 389.0616883 422.2513238 397.3734504 372.5544095 403.3560242 367.9038109 345.6172605 361.1492913 357.6301106 332.4219325 416.1191557 394.3949834 401.9154713 370.4007578 391.0554284 423.168358 362.2150031 339.6991989 336.5230047 343.8828308 349.8146837 369.70422 385.5820191 375.5430803 390.2514199 405.6014115 382.0646159 354.4028026 358.9597574 352.2044556 330.7797435 329.5414481 414.9425412 393.4188836 392.728413 384.5337967 378.7 008047 402.5961155 351.9405699 362.7161958 345.5354396 325.0758445 333.9666011 412.9834265 375.5402701 386.2858723 444.6997795 384.7000194 408.1145886 353.6677898 348.9941602 339.6796148 358.8904942 351.7793282 398.1713146 385.1967342 381.2683468 409.234 8391 394.5183351 398.7959839 333.4539247 362.3731215 350.9868227 347.2915192 339.5407876 410.4956112 437.2644833 397.5538866 381.2557745 425.8316183 413.4171854 350.7736772 354.0024409 362.8823737 339.6868413 352.262177 368.2445035 408.6564732 400.406779 4 407.8121871 401.1594265 406.3595759 356.9375964 353.8822024 346.2132883 339.0230526 378.0201575 383.6125904 403.5079285 411.0385507 385.8443156 367.2603276 413.1500737 354.7292592 370.2452889 336.4641344 348.8954472 361.3610186 413.2623821 437.1677281 396.7995835 394.230986 399.1067741 407.3599148 358.7260538 342.5675787 338.4426378 368.760604 342.8144046 387.9284534 410.5170947 376.2080267 400.7034882 372.7196545 402.43466 352.1088716 343.1854689 341.7420856 319.9577306 347.6223532 410.0940517 426.95 86418 407.6371561 388.9626101 402.2707331 395.9641225 348.7251812 344.7075443 337.1033057 340.2444268 354.7494626 418.619612 412.4267398 414.714376 407.0978018 421.3586233 391.9607441 362.8396318 350.292383 375.1848161 341.8764618 336.5667876 396.1517754 375.6456164 401.9699412 391.6579717 407.0197782 403.7316115 345.156032 336.1273046 360.1265922 342.7646818 353.4773438 380.4240183 402.9367797 399.6006851 415.2498008 432.2888287 399.6372561 324.2222903 335.0054652 350.0055135 359.2400429 358.0222374 37 7.3039111 399.7157186 395.6839097 415.6114807 394.5755767 398.6023428 373.1100832 355.7775041 350.2096477 369.2827225 337.1144901 374.4626123 392.1700358 389.6547681 395.5878625 399.1065374 407.2270263 333.1338204 373.8127244 368.0403474 359.4987158 349.4 750688 422.6906421 413.9506574 388.4558187 398.6369855 384.870602 359.4145712 340.3180168 354.3726243 349.7756412 331.0553456 327.9579693 401.6035526 407.0997559 397.5842225 388.655555 386.6060357 382.6872011 353.4271218 355.3408819 349.890906 345.845967 3 340.3509346 383.879011 397.6268244 386.8132776 393.8178688 390.7093585 400.452205 357.5295138 362.4652354 351.9303466 353.7853327 367.61858 380.1303189 384.0950158 412.7027712 395.69644 397.438188 398.4420703 356.3552727 382.4069467 349.1796628 335.364 8233 353.8722535 401.4669263 383.1596881 379.0374176 390.7929633 416.9727038 404.9760577 357.2820669 353.0870834 358.858436 352.2315149 320.4019048 410.865317 420.1660877 400.4402942 427.4803172 376.0109337 401.7069518 327.3589413 360.6790128 345.775138 344.5763508 348.0755543 397.0295035 406.989365 402.8844403 401.2976457 400.1120719 392.3373772 353.0208776 340.3478205 329.1933302 336.254252 392.3873914 419.3113339 378.3811815 379.5353997 390.2839472 394.7081284 401.1486634 359.8215963 360.5963104 363. 2248597 338.1532924 357.3355562 406.9936813 373.977557 385.0868673 396.3185742 362.6385059 370.6307652 358.6778836 354.8955474 348.1285096 340.0489236 357.3915936 375.5096864 386.387731 387.4946523 389.4897028 387.6263878 385.1402987 385.7765283 332.8069 989 358.8484865 352.0745234 352.2262338 426.3331446 395.5210751 430.332098 397.8288065 423.0738758 413.0233534 343.6629676 366.0202971 335.1308655 361.3323222 375.7647668 413.3526314 413.9451936 390.486013 414.8041519 389.1660549 394.1217234 355.4266104 362.502009 332.1351504 377.1123774 364.0162828 398.2445656 384.0526087 383.315944 417.4693938 380.9235592 434.9586764 357.5053596 341.7966274 343.6040314 372.4894376 346.8942198 398.4989015 418.5310995 402.1123091 394.3466853 387.7154884 388.5420539 374. 4524097 359.1686739 351.8783879 367.7860086 342.8144046 369.721723 404.2524443 414.417824 424.2328303 419.6926385 388.8520831 370.1409389 346.8911051 367.1213407 356.2773061 352.1865541 357.9253352 402.8527613 400.4065598 398.8674476 396.2519949 399.1089 457 332.3914153 374.545374 369.608446 354.5220836 329.9895721 388.5592377 422.8419201 424.134179 378.3133117 413.4438733 383.0098574 345.2976185 364.1875935 328.4741459 363.9154554 342.2769956 405.7322098 398.4858426 401.0555767 394.6010598 390.0982175 3 84.8634983 357.3497404 356.6201183 350.5107679 336.6238096 348.8754968 392.7460224 411.8547916 394.6788476 366.8176201 391.2243626 423.1700967 332.6736224 371.245182 361.6227694 349.6502078 366.5491481 382.8044104 412.9776726 389.0808787 407.2906758 409. 0252649 397.4546784 355.8867644 351.3994327 350.520386 364.3959406 366.290314 388.1230393 398.4774632 395.3384302 436.2762164 397.0937544 388.9677745 345.3219398 362.3201151 317.9108802 346.0327905 348.8418018 408.4265674 421.9327946 383.0907141 422.9269 316 395.6557155 414.4749575 337.0129129 353.6882165 357.5213854 344.0926485 310.0295917 430.7841868 394.7775014 403.1858322 382.1082866 399.7528122 435.0852904 359.7939473 367.9098359 373.638529 346.1518206 370.7867083 461.3726764 409.4951287 406.2199398 420.2936622 393.0969618 396.3586265 361.8802903 361.7081055 370.6402928 355.08189 352.8754259 395.2886814 378.629468 396.3404772 413.421002 408.8188909 389.3020862 308.3197444 358.8807646 348.0192661 358.5826825 360.1142906 385.2382499 397.3608718 362.8 345973 382.6372119 384.1487689 386.0854917 349.2453502 350.2245486 355.3531929 363.4033466 343.7877053 352.0182907 392.4088647 390.2320274 402.4181779 445.14649 392.8355525 336.9531995 350.0101577 352.1565678 374.3641705 353.268795 434.6810043 403.703556 2 376.0793483 385.439782 381.2777872 414.9025762 321.5165488 351.1982704 339.7224294 370.3832332 349.795736 385.1187995 399.7681773 401.8926367 388.8539928 414.3998304 389.3596443 360.4179997 344.4941458 372.4900836 331.336318 355.7209931 364.7016007 374 .7538722 407.0047883 403.8242848 402.3416669 410.2190605 356.0628813 371.1943428 344.2639944 368.0639253 336.2840061 405.0885087 404.1645964 381.1515568 390.8021785 415.8274932 373.6105118 351.9396824 358.3963023 337.6445861 351.5718157 382.029527 393.68 66746 393.5034536 410.9505368 391.0385015 412.6439017 411.3837767 364.0734627 356.0038393 365.9237355 380.1349757 347.5023048 397.6417065 392.8890216 391.1580041 403.5532299 380.9999595 408.2103666 364.8263465 358.210995 329.4642557 341.1599756 337.033858 1 401.0284996 409.0311972 387.3779302 409.3176019 399.0501199 393.1037248 338.8155786 360.2139222 344.1522381 346.5628432 346.0101398 416.5378755 415.4742506 410.0215808 375.8765968 395.6678194 424.4071308 363.4381807 360.3744514 321.1803194 343.3158444 367.5767688 409.8310836 393.6622666 386.8459836 391.251839 399.7886631 385.1720122 356.4746535 372.1658611 355.7217104 356.010871 349.6031799 397.2846306 405.8107091 378.8517841 404.3279422 408.954229 381.755225 360.8351658 341.221596 362.416486 360.4058 066 348.4555988 388.1931182 422.3555897 399.0528294 397.7231377 404.3027166 392.8907754 369.7683789 374.4536136 377.5098806 367.0237703 348.326786 371.6454255 401.2062564 409.2558281 368.2073136 388.2731669 402.7649214 322.7524078 340.1570985 367.3364495 369.00209 361.8644238 376.8128775 403.194633 390.5703292 401.1572319 404.025917 397.8922804 349.6126408 357.8154888 346.1390327 365.791394 346.0972936 382.1874541 409.0233672 413.9615583 411.1144762 411.935073 429.1358931 334.6858524 346.5514455 366.526 0569 374.4542777 367.7713462 391.3939064 411.0116185 391.3080926 390.7405411 413.9273134 410.7216808 378.8563814 347.5165643 357.7228798 346.6327527 344.6017073 418.9157136 431.5669155 379.6069786 378.8446943 389.507299 381.7861942 354.2883436 335.132804 7 382.360631 341.9955501 377.4278 402.4306825 412.2628112 393.7456592 404.4362661 399.3585115 386.0984971 381.2314164 369.4099474 343.7362047 358.9105375 359.943115 374.0466705 421.6284136 382.3365003 418.7278638 409.1414122 376.7141414 345.8551576 380.5 531207 351.5759384 344.587479 316.4530791 417.3176003 387.6196872 419.9130116 397.5943567 398.9871518 383.9405306 342.7573784 344.8596182 354.5014079 376.7349266 355.7167786 375.9811949 392.4133607 383.1097794 422.0442634 433.4059124 388.4906872 339.8339 483 362.9222433 348.4970363 338.809584 360.9739522 385.3670913 397.8691385 374.530277 374.1038448 378.6813976 443.375105 333.0184838 336.7467584 350.4714381 359.7798994 359.4158642 386.2318594 401.6559377 398.5489483 424.0194446 380.5628455 401.5484432 3 31.5335126 368.9095932 361.0801444 366.0503131 350.7737099 396.320589 396.5088987 393.5768451 388.7650735 373.8428202 416.0937448 338.8272336 339.6335669 369.6367099 363.5435565 359.5453353 397.4486928 385.4188317 433.9107979 394.04973 383.1658714 428.90 75589 331.9281667 347.2552586 318.0456499 336.3865643 369.4758974 396.3842692 399.8136456 396.8756368 398.3327817 397.267892 399.3304916 350.1326094 356.8038869 353.1595161 353.6131592 351.5009471 18.05970258 14.01563142 13.90841402 16.63256022 16.391842 37 15.9771794 15.44929447 12.49327113 15.21976441 13.75219876 13.82842448

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146 Exp. 33 Exp. 34 Exp. 35 Exp. 36 Exp. 37 Exp. 38 Exp. 39 Exp. 40 Exp. 41 Exp. 42 Exp. 43 345.1817319 360.53124 356.4246229 355.2559176 345.7037078 390.9727623 376.2812255 355.816 4739 352.0414353 370.2261414 353.840294 344.6938911 355.5231728 372.7617108 352.4151093 373.2017085 407.3086831 382.802358 414.8518903 363.8049359 375.9728482 390.6679022 355.6509946 352.6080977 375.9487529 355.680328 368.4599111 387.0064793 385.6920444 363.0822763 367.570646 384.4934535 366.1136155 363.1351848 364.4248222 349.3711975 364.570817 384.9740691 402.8449681 369.5478684 386.6184531 389.0853455 371.6414959 378.893168 335.1941922 343.7036474 339.0325997 360.1963904 386.3819933 361.4275023 359.6 393507 383.7353393 353.9215937 376.8919526 360.1753881 330.722849 339.2326453 341.4563135 348.6061062 381.6472407 364.705438 368.951351 374.4700614 381.6084193 369.2579477 383.1024136 362.5263966 361.1240121 338.1522724 387.9519329 382.9594705 400.614847 5 355.4923912 371.3641172 380.3096854 405.115716 377.9332692 348.2505857 356.7780759 357.783435 354.8323051 376.6879137 365.9431662 373.2930802 378.5853931 373.6184225 417.1195403 385.7116746 340.9427786 331.9994971 362.6330089 364.8898073 397.3965915 36 0.9123254 376.9917486 388.4216253 400.4410054 370.9846726 401.0161027 364.6239308 340.3833091 351.3838171 360.8799471 361.2632883 383.4554802 392.8254668 372.4435049 369.4355473 346.7048332 385.8765277 353.6517578 351.657298 358.0548592 329.6316638 372.1 601645 367.0797962 365.2045543 386.1360282 385.3489219 359.1925207 393.5697519 363.0005691 350.3759894 341.5885828 370.168899 368.2714277 368.9853228 376.2754708 398.9475034 381.3208941 355.4198607 386.0924086 337.8157183 340.8633533 357.3139797 371.9476 25 376.1090625 383.9529064 365.8485575 354.566776 388.5214638 364.3916547 357.956125 333.924709 331.0144488 366.1926463 366.0016256 391.7823293 377.7368274 361.2221618 351.3390446 373.8021759 390.358179 390.8457669 340.8639115 371.3771764 350.2096477 340 .8902386 359.2010469 380.1243801 380.8653957 385.4339547 399.2454391 376.3768422 385.1013987 364.1971053 340.0018467 352.5314483 370.5578459 370.9734559 379.4684375 364.4056105 377.8731548 376.206214 373.8584143 392.7178672 350.0015016 360.1148279 364.55 43023 349.3222363 393.9385516 382.5886691 387.6469883 373.9591955 381.2660496 380.8699197 376.2253645 368.8803011 377.6276457 362.2869538 357.4597865 367.2680067 380.4740053 397.2495416 383.9406783 391.6832388 396.3187787 370.0746584 343.7629064 354.3844 291 368.3402669 348.3191984 391.8318324 359.3083512 355.4923912 371.6707569 399.5917099 402.6313046 398.1911844 338.5363169 355.0570535 371.844383 351.2162829 375.7225908 419.6998435 379.7133843 398.9505733 387.5576211 355.538162 347.819369 347.9754794 3 60.613704 346.2873759 350.0633411 376.5842142 372.6933584 366.8694878 378.3951572 371.0646157 395.5420822 375.9095203 358.5078214 357.0192339 348.3667914 344.9906613 364.1075218 377.9509152 379.0595328 374.5355509 378.0639711 366.1881242 356.6515937 338. 0216052 358.7758712 356.7552521 335.9799746 395.2988545 409.8302867 398.7348447 392.2680196 419.5505993 412.0894333 377.6888868 383.9632736 353.5515204 344.968368 375.4025982 367.9230294 376.8783559 396.9612527 373.3860092 366.4060488 395.0875749 386.3570 186 353.7633243 352.6820871 364.3585361 317.4640735 381.5270614 369.5655124 350.0959468 378.5138368 368.7522221 401.7452927 375.5033271 358.5010886 348.4970363 353.4961099 324.0256854 368.7601644 398.33197 374.2455019 349.5293658 385.1423532 365.5203083 356.9028794 330.2000595 350.4266194 357.1269886 355.3773739 379.2355272 362.9778437 383.8056577 378.8885806 398.581449 359.9617288 382.0537462 339.3961358 361.1305666 367.1557897 335.861824 354.4936077 399.418467 377.8654526 371.594807 357.7569263 377.66 8417 370.2627083 349.7307594 347.2357205 365.0815287 350.7106494 368.358942 358.794653 358.053622 384.7585033 379.4549587 376.5108635 384.3961761 353.2899311 371.4321837 342.6215509 346.7284901 362.1661822 352.2301989 414.5561752 377.990233 404.6640683 3 74.2185186 369.6436658 334.5035181 340.8779346 332.7533839 371.4159641 409.3938903 382.1650662 414.8366374 376.8248406 405.34595 370.0614228 387.0575267 350.6379432 383.3372562 362.2612577 377.3583747 359.8146432 405.5575277 391.0554837 364.4024606 403.5 06876 357.7995074 350.2895363 344.1692496 343.4497177 341.1095289 344.1320204 357.6093931 367.6037602 366.9394932 386.0497955 394.8405179 377.8904719 393.0275811 364.8378114 351.9305296 358.9073038 345.0651448 387.6955292 395.9212041 378.1464151 358.0083 387 352.9283735 369.2149258 381.5002809 376.431839 347.9498566 362.8830617 347.8722843 371.748269 390.5810332 363.7275167 387.4139031 353.3458107 373.9472267 386.4503653 352.2557136 336.5242905 365.5054326 366.9944697 379.9099689 351.8163937 355.1186336 371.761996 381.5016704 375.7855981 369.6367556 350.2166842 348.4401016 357.2041592 368.6809126 387.5446158 388.738739 384.3667661 377.4716304 357.9710012 368.5138888 391.4814521 376.7400546 368.3344108 338.2948252 353.5264258 377.3731135 411.8633442 364. 0004677 383.5239564 368.8232261 383.8951655 377.1738388 366.0718395 345.5731338 360.3488651 355.6394314 359.2567303 380.9195472 347.0722125 372.8461306 418.0795855 353.5766518 376.5789214 332.49284 384.6905562 364.6989512 360.4748882 397.4275724 365.2901 796 391.7861813 361.0489038 375.0448307 380.0278459 359.2901707 357.9933237 382.6044523 313.1595624 340.4943374 403.4690505 374.8793753 389.0015142 379.6894079 403.7245079 359.6095439 384.4613573 345.1795942 340.6287201 360.2109647 369.4953047 370.114795 6 368.8611809 382.2100195 389.2850745 391.1551615 360.4100534 373.521428 349.1051047 335.9386892 350.5159265 376.3738248 364.7473325 385.1077921 356.6545642 406.9967243 397.6920606 376.8742959 385.6626221 348.1821294 352.1720346 382.4494637 370.9359132 3 86.8784972 397.024265 387.7996581 371.384468 370.2733146 383.9290739 387.1494602 341.1895277 345.3237286 367.0059784 375.2447419 393.4990133 381.7313462 361.6318366 364.0715911 381.4260436 366.5013165 379.6926129 347.6383102 365.5231877 341.1354063 351.6 710455 388.9015144 397.6450142 375.4258493 371.7308529 390.4143243 367.2352694 374.8972134 338.9677691 358.9476956 341.4086893 333.3400311 381.5615198 350.246059 370.6401725 370.1029524 379.0024064 373.2010621 395.8289671 375.3597547 363.1364006 325.7611 018 358.0166204 382.1296778 384.5888615 384.665087 380.6455599 397.2039196 370.7824144 408.1436241 352.4761726 345.4353348 376.6748201 323.7873569 373.5443898 383.9052503 391.9664056 399.1096206 354.9821146 395.2989828 378.3761268 319.6116916 372.6532516 345.0586944 344.2904406 373.7631727 374.3228705 385.0164887 357.1709575 378.072516 372.1827973 367.7231087 356.2426945 384.9293428 347.2900577 341.475671 362.2579882 376.2288415 389.0772141 423.1917473 377.5853293 392.7766729 386.7165478 342.0501622 353 .5072646 366.6437358 356.4016197 416.1042349 367.2866558 391.4754016 394.7804488 375.5651096 371.5450802 371.7940647 355.0804125 351.0050528 363.0652167 342.7823997 374.0453425 359.88356 390.752268 383.8865907 399.1073413 366.4538982 399.3656641 352.6874 871 353.578635 346.6933349 349.3082478 366.2003041 371.4065608 403.0891024 391.967217 358.0386504 387.02177 389.3544194 380.8314468 361.8150817 356.5149397 341.3854822 362.7922431 403.2370637 370.105817 367.7167549 364.8923442 376.2432641 379.502006 330. 8345142 349.3288804 369.7766929 350.269479 388.0745774 395.2133231 390.5871598 352.583036 402.4989006 396.0134421 387.8935776 373.7133741 365.3802881 365.4930092 346.5676701 395.3647446 375.4666004 388.4741376 396.8394114 386.6240948 352.123721 388.721937 3 331.141746 365.500937 327.6936036 355.4363861 369.1499517 369.8657254 394.3633817 384.5517568 393.5857719 377.3998687 373.0465047 330.7872515 347.4699403 330.0454629 364.6500671 390.197407 369.7460272 399.2145964 373.1673159 389.7780944 352.7718808 368 .673786 353.8321724 370.1724853 365.0087076 336.3337739 378.2910451 390.9091098 402.491251 366.928399 428.733976 367.112573 373.7953615 388.2582833 335.0689318 358.3192926 359.6605445 373.0766512 372.9131024 382.1577029 383.240331 378.4529345 372.8699341 394.1627882 347.0834077 367.2833488 339.7773478 353.5414373 356.4069722 375.5144387 400.9439582 420.9144337 406.4810488 379.3547826 393.9803172 360.1076129 343.4748066 352.2831854 343.0252163 376.8996779 387.6204138 383.5721168 384.6233416 364.4699227 3 76.7566025 367.9501938 358.6117603 358.6011312 374.9397758 348.4833609 373.2082403 413.7422034 370.5478568 370.568781 362.615212 407.0551873 354.8654152 340.325822 336.6798671 340.8633533 340.3684172 388.583006 393.4269774 364.271389 340.3089816 377.3339 119 401.3494048 380.4167 344.4496085 356.5146592 363.6803382 380.8981586 372.0223325 368.6278767 394.6441741 397.6636705 395.7360665 379.1684776 383.7985989 354.6297842 364.3607449 341.4227504 366.7728899 396.8731451 352.234495 362.8376507 390.354143 389 .2192121 375.2311732 393.2392923 351.7163572 375.0475386 358.9674068 348.3823347 360.8421669 370.8398703 350.940637 386.4928412 403.9127303 370.3306082 358.9063969 349.8665017 359.0298234 355.4259161 365.0156298 395.5084444 373.2727274 368.8002817 384.41 3647 376.3460637 354.6082053 397.6284184 373.8416983 365.3241395 326.7348941 346.6476525 362.7098903 379.0480366 364.3719402 375.7931969 367.2031392 385.6314558 357.0090673 364.7461502 370.5401762 356.4274204 330.0295385 391.0776042 355.4240834 386.34110 2 354.2008462 359.4190898 386.401733 368.1210315 345.1903492 359.4046219 358.8685328 337.5060547 365.4154494 383.0002306 382.6997577 372.8963016 360.6312796 381.1340426 373.6530498 347.4652578 348.2837161 314.4304516 339.4158324 394.4221579 378.4228377 3 75.9908496 381.0569051 380.3902817 362.3270132 395.8809413 369.2566618 332.077373 360.1071855 355.8530056 408.5328036 353.1728367 375.7008192 373.6532377 373.2189894 391.5984142 384.4436629 333.8500208 352.2271846 322.9523583 374.4536136 382.4276659 389. 5216211 341.8945902 375.0405627 399.5577391 379.6622113 374.6930968 346.1225861 366.3658078 354.5642656 344.9766243 384.8015086 382.1733285 374.6839714 390.6085026 374.201228 395.6214854 390.8789114 345.3339931 365.7763731 321.4654381 366.8246184 393.075 8203 351.6958301 390.7471647 368.2488828 380.9315359 377.2188193 385.5209051 343.8412731 358.8180645 321.0171543 368.0150956 393.4947236 395.0491404 393.1943719 390.7096048 376.5068583 370.6279483 431.0064199 361.5192187 355.5311234 363.103033 355.363252 1 363.5485248 346.7704441 374.263342 354.1616023 369.3298327 380.9938528 387.5017603 338.4856797 353.4506164 353.51434 351.9823622 359.2052913 363.7708751 379.7270887 354.2959332 377.353516 360.396725 387.3903092 329.0735592 355.9476643 359.2827155 360.9 310841 384.6824548 364.0093362 377.1149031 360.4941168 372.8344134 379.6258402 381.960821 341.3708312 346.1204915 382.49178 357.0757431 392.9788378 374.405409 393.9002398 361.2866556 391.2040051 358.5359584 372.9252778 351.9309263 339.9641175 331.4791256 353.2114535 407.9621577 389.5480672 380.1688815 359.0905414 398.7968173 383.0762983 374.5823984 355.5470518 331.9666626 351.7677691 356.0485878 361.6810409 373.3891355 384.6508868 380.369983 367.2902916 381.9092181 367.5029213 344.9477054 355.4039413 35 5.9278324 346.4230346 356.5558762 392.4140826 353.184863 371.6646857 363.2998284 371.6707569 395.863729 361.7233125 328.4743275 356.7348645 345.898277 379.0541108 386.0966524 382.7057974 370.8204937 394.6628359 367.4294694 369.4211158 347.706166 346.3390 658 361.1895201 343.659562 390.9142743 398.9310302 370.753109 358.9286783 363.1580379 374.2522995 382.0071461 370.1841802 358.6910561 354.2423883 373.7399128 384.413647 352.880748 384.3216821 396.8588937 355.9091168 393.5051158 398.3190218 350.0921127 34 4.6763419 371.8313249 375.4652105 398.8062858 385.307488 390.8204463 392.7818714 378.916116 371.2820851 374.7273677 356.9379948 338.4426378 341.8496158 347.7382695 382.4652981 366.9428783 390.9619544 373.7030291 355.4359901 358.1254019 367.9739581 370.08 85646 384.7173803 348.1569738 363.4750636 369.9355652 377.4019248 378.1928194 368.7477792 367.8686135 398.6485589 378.8345108 340.2561451 377.7248021 350.472798 342.4467584 377.3579141 370.4469486 373.9322284 368.6779893 379.6286207 380.7626361 383.876532 343.3398701 357.6350053 328.9282061 381.4150235 403.5901381 398.9570859 371.3347493 379.4792159 390.0416904 391.304731 381.2462751 365.0207254 346.8601176 358.2455589 356.1579629 381.4470405 350.7263045 382.7624713 372.0340172 376.8357546 361.675419 372 .6416507 353.5028406 346.1774119 349.9849764 328.2417767 350.1772473 382.201437 397.0815017 420.5161387 359.7572605 377.3683384 376.0650228 327.7197023 329.6068623 345.0670959 359.8050526 380.4754058 386.6438462 384.7493114 374.9389004 403.7547391 375.57 12665 383.5567697 364.324526 327.4215175 356.6394207 362.4663288 362.4436604 408.2254007 394.9134911 357.8305758 419.8188384 343.3705049 364.2230541 345.9767364 327.8251341 360.9801023 360.729686 367.3969828 374.4134873 388.0457566 360.655416 360.7160352 383.2642131 357.154735 330.9887209 357.8729951 357.970447 380.8608603 377.9938578 336.5249832 374.4586927 373.9182785 390.7231861 378.5324218 350.2066293 350.0342715 354.5399598 362.7082497 346.5184952 389.9073379 374.8495293 366.3649684 376.553428 369. 5763872 374.0499492 356.0665383 350.9563691 353.9657386 352.9447044 354.3634285 378.4562121 378.5185118 378.7612967 377.2581514 380.9110097 376.3639483 378.9430334 13.59753847 13.5662747 14.42930927 14.05685353 14.45078184 16.66971892 14.51732553 15.5532 5341 16.86921252 14.36853672 13.94121757

PAGE 147

147 Exp. 44 Exp. 45 Exp. 46 Exp. 47 Exp. 48 Exp. 49 Exp. 50 Exp. 51 Exp. 52 Exp. 53 Exp. 54 340.0923222 363.055985 391.7678714 399.8222177 391.2424174 420.3947263 413.8871588 398.9735928 406.4262424 410.8938569 4 23.9246148 394.0621555 362.8124505 399.3030913 437.0639314 425.7177997 437.8882677 411.9186251 420.8625582 399.3457621 416.3100413 408.5571238 389.2777619 366.9992426 402.2279479 417.7453051 366.6560811 423.6885391 437.5845609 447.0752715 384.4809126 394 .5696192 417.0853826 374.8048307 398.1388733 416.9362209 407.7961864 391.6492738 421.1303876 407.8722538 418.0448547 424.4715961 413.4602972 437.3016207 376.4321226 374.9186373 427.9007766 418.8384884 400.5881726 380.8396372 437.8422215 410.863981 442.12 16663 415.1057662 410.4864931 369.456922 385.6404312 414.9083442 413.1201899 382.8563185 424.9480545 409.156785 412.6973985 391.5964866 451.1954984 424.1919664 403.0894736 389.9850344 398.2194632 410.3006691 378.2130135 403.5671744 396.0744347 399.159225 5 409.5752276 413.4225655 371.8008634 339.1104567 367.3235832 398.4534473 383.7867851 416.2396276 398.7124837 421.7584422 421.0392026 404.2547332 429.3846299 389.2487857 383.6156187 352.5875841 414.1629178 408.3665445 412.5522231 401.0059296 430.1659998 405.152428 407.0971168 406.0976094 403.879862 390.5275834 360.0037196 414.1199599 439.2615716 409.7427295 435.1422857 422.9059122 403.3263737 408.9640838 381.3525215 422.0180954 394.7151721 371.9919541 385.8669855 423.8472153 430.0185999 403.2167024 401. 3155434 410.7254911 428.9363878 412.8485842 395.0115557 398.9438722 388.807557 386.7174396 399.7417971 407.4762766 410.4368715 397.5887418 377.2612228 401.8169607 422.1627036 382.9744953 380.8994776 354.5672443 388.832979 427.6403468 400.149507 433.66675 15 420.856894 412.1184471 408.3562749 411.8282735 393.3160827 388.7346255 341.7250743 430.9062828 424.5987806 410.8576462 425.1441112 447.2226794 450.428253 425.3514804 405.2392044 387.8907781 393.8939837 400.7846343 397.3813712 418.948142 398.171522 408 .3879685 395.9659486 423.8216978 393.3239649 407.4795398 419.4052711 380.5192078 394.6117796 424.2495554 417.8817058 407.3292705 416.8445301 432.8550568 418.2036407 422.2493716 395.015934 389.4740389 402.9020088 382.225742 404.3521594 390.1679012 415.930 5733 391.3311673 398.9631933 399.7418153 415.7354522 406.0669716 424.0731879 376.5039455 401.3756612 417.9789165 423.787159 407.5089373 414.7510853 442.4592071 394.7756227 412.0552933 387.3004242 404.1515745 386.2491103 370.2331915 404.519031 406.6384978 420.3974089 430.2590906 424.1477683 416.4476202 415.9116559 406.2526213 403.0983791 349.2997111 393.7032573 416.6279575 409.1739805 419.7793939 452.6701821 392.1101159 412.1490015 411.8599592 411.7672934 411.6819699 350.4903717 373.0976951 395.0796729 4 02.19409 420.3429234 427.0477983 393.3802204 406.8083058 393.6241289 422.6419024 409.3537747 369.1414545 374.2115796 397.4956521 403.2923547 417.0400206 446.9306926 383.7462379 400.6029035 425.9621453 411.8844697 424.4944355 388.8975156 381.1455701 408.0 741788 420.0846148 474.5219649 428.418527 406.1294864 395.6352511 399.2946527 424.0916873 419.2503621 382.2800189 364.1089263 401.9693553 410.8635688 398.4111512 382.8809142 418.4549419 425.9302423 394.9333478 426.8554289 415.7259852 391.7220232 409.9863 072 417.5850491 448.6015279 434.9858428 379.5020219 388.720973 368.6442268 399.4813377 433.3021037 426.2829482 356.7044764 383.3265423 431.7090151 434.3071076 425.202321 408.009218 421.5051409 407.0986227 393.6160749 427.641778 393.4181323 390.0804197 40 6.8245327 363.7196654 395.1531879 385.3085734 410.5246813 411.5519092 440.2167193 397.2611722 416.4310766 415.9054226 398.9168552 381.2511457 403.1581439 405.4591924 414.550482 399.3997967 422.4196583 403.2898659 398.6208267 378.2023607 408.6441402 381.5 551268 377.2709831 400.9284865 401.9849773 392.6850595 389.0193891 396.9499775 419.5497332 421.8120913 413.8517031 398.5509674 370.0517129 384.824603 433.6421592 401.863761 415.0435376 420.0126944 418.8700212 413.2192059 435.3671868 436.9393937 416.628533 2 368.2491511 376.4591975 425.5865754 409.9319064 411.4434359 405.4318111 408.0598363 410.8708966 383.4013179 411.2644184 428.5230725 363.5450818 388.7281875 415.2401584 451.3732997 425.3157711 426.11151 428.427816 421.213096 472.9153284 426.1709943 421. 3744576 374.9153825 404.0929809 385.6856597 429.7080472 414.5659798 415.1258915 420.6461966 392.5134106 417.7811578 387.7654453 383.7674871 355.8424107 398.6567847 426.2353537 414.7112384 418.6721125 447.9237661 407.822376 399.0789474 412.3453847 376.776 2973 402.942942 387.6324793 374.476177 430.7933167 387.5399841 431.8623981 396.8652916 406.0389999 428.0304714 432.7212639 411.5741455 428.2611302 391.4397874 394.561255 416.0952972 433.8403921 425.4624316 371.1912897 423.8033304 410.792308 399.0169086 4 31.0944985 439.076235 414.8518903 373.9205305 403.7405717 418.8954205 366.1445376 396.1857317 429.8511259 401.9614727 418.9309014 405.7048233 381.2358902 381.6323526 375.5744893 402.5312598 395.0922006 384.6753064 403.8241306 411.2410735 401.1076577 419. 7058533 406.1508511 420.2040697 388.1218575 393.0512349 402.4457902 405.0638685 395.9670272 398.2383885 414.751074 415.603396 404.8148619 414.8026055 414.402256 386.27503 368.5785813 363.9349878 434.0697629 403.813398 433.2548623 430.9078754 400.1953714 380.9444009 390.9735893 405.2338866 366.2841377 375.4270441 422.7970312 445.1446683 378.7324567 390.6861596 414.8254843 444.3217447 409.39487 423.7576081 423.9947294 372.6836604 375.1764016 420.6127726 413.2114401 387.1972822 425.3817425 420.5657675 433. 6548897 401.2914075 433.8425967 378.5709646 352.8889147 399.394918 414.019599 426.4534968 403.9805164 429.8303443 425.5303938 424.9790964 398.4851363 418.8997292 396.5615088 381.3263792 371.3076859 408.1897031 410.0085659 407.3680528 415.4467075 425.2307 17 435.2455754 405.4695368 406.4597155 396.143036 368.7365933 363.3735822 394.0505125 361.9754015 413.6101687 424.2931393 363.7196654 414.2731997 387.7122622 399.1210879 416.8529907 373.4897112 368.8753761 372.9540554 421.9476932 409.0966157 421.9982404 402.1387083 409.907644 392.8260794 439.741533 416.5180981 373.595169 366.020581 410.7923748 427.1877463 424.0354956 392.0566465 406.7563698 425.4901512 403.7254696 396.5559517 404.6033563 384.1282944 350.9439719 385.4597495 415.5405716 384.1606468 413.33 24251 427.6433567 417.9463127 403.6648938 418.1380586 415.2814043 378.4192953 381.9609128 417.7709753 436.3911066 422.8268633 418.5690935 406.599164 394.6231235 402.2859555 381.3432587 403.3331026 393.5956005 373.944746 409.2543237 414.0185292 421.009231 6 417.5323941 413.2897831 421.227878 423.4487402 395.5192487 408.1952981 389.810266 365.2378411 400.225033 400.2332359 408.8297991 409.7517009 411.790125 411.012811 409.5303995 427.3710477 415.2275252 356.6376893 389.6880158 428.6942102 392.8617329 462.7 609049 422.1370398 434.2721897 409.7487874 389.1227666 424.5840644 382.2031607 378.8289555 371.7915189 425.2561291 415.4997241 419.9191043 420.7216886 417.616034 414.238396 397.1705076 388.037812 411.0825482 381.8674105 376.542221 395.9524533 418.7533337 426.7219277 382.8592425 429.6872048 415.4287928 396.2025625 414.8067698 377.1594756 386.9084432 360.3345259 420.3043564 422.0771467 385.1520259 404.378404 421.553553 388.2298906 423.6849567 391.3463166 421.9364764 386.8493053 379.2958078 427.3928212 404 .054267 410.5204635 416.2029431 418.4442548 427.6483134 405.3369803 408.6138462 411.966329 371.0646157 360.3202896 408.9130551 419.6746635 409.6505122 408.6749076 405.2582584 431.0968487 432.0453506 366.8051169 397.6921312 388.3176908 349.0585724 439.795 8082 413.6912834 417.9082923 401.7900181 395.0399234 420.3736681 412.4868907 399.400046 406.4115666 380.6126064 386.7985867 421.4897479 432.3412495 442.3347507 391.2365412 386.373884 410.2863234 401.5850585 429.0561802 403.6074889 361.9802133 383.3721035 412.324661 391.6155327 407.3139577 411.3211159 412.2538996 437.0655611 415.8768133 407.911968 420.4094395 388.7614367 386.2787201 422.3413857 409.0757453 408.1793223 401.4835636 391.6492738 382.0483437 429.3979782 425.7892737 397.6335007 365.2119899 375 .5942379 418.4984262 418.0644693 381.8870121 370.5954707 388.1654853 395.3325449 411.4527049 432.6962519 447.2006213 370.8672659 358.1081497 398.2774479 398.6133417 419.4262828 400.0260821 390.7358537 402.9575762 401.3002497 400.9212523 427.952721 393.00 22837 373.2437304 422.1069269 368.3884339 416.0259596 421.6582369 384.2807788 417.7672482 411.9652104 460.9002029 397.9153899 392.7318982 394.6926707 404.2118343 421.0034235 433.2155622 413.2272769 412.28497 395.485308 391.1148051 411.3292304 427.0988518 389.9019109 386.0094034 408.7632115 429.1117313 416.3669976 392.546543 408.9147023 407.2016454 386.7904281 415.7609553 422.4841921 366.8122058 356.5609636 414.3754008 391.7426572 390.3303282 400.0145874 388.5879844 390.6474719 402.0321402 432.0001964 433 .7223404 362.3042368 393.8156764 381.3637853 405.7218049 408.8077878 402.6754959 408.9336535 412.9342795 409.8745708 387.33776 405.6580893 386.7947507 380.8326055 420.0657574 395.1514173 394.5074712 413.1292721 389.316006 415.415655 381.096737 409.647044 8 417.9032395 353.9746944 365.278361 413.632019 429.6348374 397.6142251 381.2809855 416.071989 413.2313323 407.2475886 395.0493587 393.9910996 415.5562 396.8564933 393.203327 403.2142648 392.6214664 408.4017334 379.7518254 395.4916954 388.8073407 393.425 6095 412.7333034 382.2360553 394.4862264 407.1542106 413.1516867 429.3389135 428.2573553 393.9336941 401.2140726 418.6598641 413.9947782 394.1889138 371.2261108 373.0935466 415.7856116 386.3093272 414.1340992 416.854548 417.6995061 406.3807642 394.427193 9 401.2171258 408.0454928 372.6841505 402.7611609 402.4934615 417.6522953 395.5439465 439.5841143 409.9190408 405.6083709 402.1428152 403.4352594 412.6215489 363.6549928 391.6625415 417.7453051 393.5227698 418.4213485 422.134845 399.4742757 389.090209 42 4.9676489 412.3574824 392.546543 393.1933825 368.7513345 382.5315161 415.4649881 425.1363121 406.9053968 397.0825491 403.9078004 396.6561625 407.1719234 417.645378 391.3857928 359.7025532 415.5243843 420.9521148 399.2721695 431.6378794 434.225196 420.235 3592 403.0810691 394.9968748 413.8625731 403.1768108 384.184135 403.4939841 412.1470568 445.6612326 419.0979578 392.1475807 398.605558 403.6342707 399.6029983 388.9041121 399.8474606 380.4241505 430.2207991 412.1924094 410.0110204 407.0271993 420.7068738 439.48505 432.562672 415.0699624 411.7953754 361.161618 400.9913252 428.3361931 385.6491948 414.2319371 428.0213339 444.821801 417.811765 444.2354262 417.5962512 399.3759867 384.1226238 384.7892909 379.9117591 419.7058533 421.1068836 418.9930695 382.672 5203 387.3874626 416.1004114 429.089427 421.1486654 386.8844155 370.6061519 408.2823745 395.3422826 396.7111697 403.0643989 419.6507106 424.8660967 418.0570389 400.7209272 432.3785233 350.7647191 370.7224717 415.3711802 442.4802486 392.3418801 408.189703 1 420.2020021 436.6697704 402.8517657 386.3773843 390.6820427 357.0506724 383.0160085 421.3282928 399.3548203 424.0308604 421.4956794 382.5729943 410.2479764 423.989912 391.7465201 416.8613134 387.2470402 369.8025483 410.4889712 411.2017824 417.4989316 3 92.8209681 423.7576081 424.4095802 411.0721849 411.6282781 429.4233394 393.9910103 377.9936363 454.9894719 420.6469125 412.3198171 415.5439843 429.2800087 394.0229942 408.7665174 397.8938738 418.4213485 359.0086979 371.4814613 416.2132712 416.6272785 396 .4705606 411.4935569 409.8892092 419.2367143 435.3493564 419.7912851 381.2073997 381.3570232 373.7568305 430.8994408 433.1034509 399.4188982 377.6693828 413.7742581 402.8875973 409.4716079 386.4598838 417.5052321 380.0278459 391.2535331 407.3294862 433.8 084746 430.1509427 405.4628306 436.8489659 406.7175431 426.9338149 425.7208334 425.6560338 383.5594358 386.8753721 422.1141572 416.4523071 407.8916259 406.9291398 435.1418972 418.3083421 412.8359298 420.867458 406.9581378 393.100648 376.462395 401.508315 7 402.5172972 402.8971688 381.9448917 428.1224747 391.3181889 386.7648945 391.7024389 394.788259 382.0039611 389.6854986 425.0534667 415.7151464 395.5172928 415.9741366 399.9059373 394.2431651 413.7900683 409.8853574 411.9812309 369.3435439 353.2544074 4 15.4615769 361.2133504 403.2979796 405.7732736 380.6838288 451.3732997 415.314045 425.1303733 396.3565979 378.8392471 383.7157643 405.7282942 436.1314058 425.3655092 400.0663587 407.5942928 425.141719 411.1273957 394.0125446 398.1255846 391.2468765 371.5 182808 382.4559284 440.6458818 434.4104326 416.1931412 426.0370002 436.2481351 408.557163 439.4425565 395.0817256 375.9718751 369.7862895 411.0073277 399.144469 405.3866336 399.5490336 398.1214368 428.2783723 406.2054359 426.5359664 391.0723252 380.72120 41 369.573806 423.9023909 392.2333305 419.3909865 422.0740346 419.5916387 389.428593 402.2453334 407.6998482 411.6642119 377.148475 375.003052 413.1147254 418.20768 418.0221924 425.6330341 410.9949917 453.6270874 413.9497714 414.5296273 414.2447873 380.1 966799 402.8149356 430.6610733 403.8608491 414.481253 418.0379738 379.3305706 401.8390116 405.2219156 413.1807793 404.4518568 378.6018599 369.6567846 404.1738418 394.5406215 420.5203496 389.406267 409.0972129 398.9034232 356.1374604 401.1341271 405.012628 9 379.2917381 378.1960015 409.7745277 412.4493672 410.401849 410.7899958 411.0649115 412.0803593 408.5401651 410.4703477 408.6689942 14.90418694 14.21277613 15.99016765 17.29061704 17.75154656 16.71458071 16.86134 16.42528558 15.94635039 16.5624783 15.09 231008

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148 Exp. 55 Exp. 56 Exp. 57 Exp. 58 Exp. 59 Exp. 60 Exp. 61 Exp. 62 Exp. 63 Exp. 64 Exp. 65 386.1108035 361.8449822 397.0869172 369.9243144 370.6316479 364.3393331 357.9355023 406.1812784 385.289381 415.899666 390.9461433 385.8533831 367.8390404 373.8023486 377.6248634 384.6647273 393.2007187 385.648903 371.7907962 375.5626895 423.3478176 401.0175453 390.8362157 354.3295491 352.7566045 378.766374 393.4246804 341.4455978 386.2776219 379.47154 378.8983874 404.3188284 444.0397367 383.4983684 362.9 731195 378.808944 381.1781247 373.5958379 376.4316319 393.7393517 359.4824732 361.4959957 378.6145056 429.4670267 376.5563142 358.1447938 372.2818983 379.5610293 346.0351761 355.9406633 388.7182689 367.8876766 362.8448382 404.3719586 419.8285975 387.3003 112 390.9695563 362.5285358 372.1463371 369.1868481 407.9091471 362.8766661 369.0193492 377.1003095 398.8792224 414.1078268 407.0876671 360.1743213 406.9250945 362.4051373 369.5000467 370.9636709 376.6960111 391.4423721 384.6807255 381.1928883 402.3984426 393.6473128 363.2314874 368.1667037 367.9197824 374.8677141 376.6155523 359.2177307 407.0456643 411.0736358 406.9502076 408.6637096 369.0574444 364.5475965 379.3684107 366.9910879 374.8067447 413.6086118 383.9442106 373.9651811 390.1539744 399.6396586 4 06.6033816 365.4867741 372.2672688 382.7919027 382.3379287 374.6663765 364.7968824 392.7734065 405.2361072 376.5275052 388.6923454 415.2026853 391.2696946 406.0434734 384.6597327 386.4979781 368.0480464 365.7424519 385.6768447 386.9129824 402.706906 385. 8944959 398.0304218 358.1326731 371.2675538 410.3151364 372.907257 378.3555987 391.1344095 363.2619034 377.6217716 411.2066881 399.9649457 406.4780331 394.9919868 384.8654753 344.2150502 368.3361343 377.0896089 385.1729059 406.4982629 384.311424 401.7042 849 361.9326904 409.9480187 361.7253189 370.7898296 396.9237313 368.1880357 380.8604264 402.9303012 364.6157768 361.9380522 374.7365635 387.9116005 394.7591991 372.3603241 371.5401211 357.3301781 419.6169555 359.5118104 395.0701534 353.4636463 383.165477 6 369.2323285 410.9784786 371.9270395 360.1851894 368.4513479 369.1497551 379.3748623 376.6868107 351.6094024 405.6821099 367.8726625 380.7248872 405.3397691 421.8327219 360.7419141 376.1932824 392.1884445 379.9201545 387.6939309 355.1407158 362.5325529 370.0015406 384.6538714 376.7590555 417.6124687 372.6204205 369.1933022 369.6753502 393.3133333 373.6104305 380.5791071 378.8623912 370.2851059 374.702596 381.9821591 380.0694682 372.0393898 376.1409695 366.1837689 399.2642024 358.4437297 389.8417903 368 .4882793 382.2768011 379.7781072 413.5845417 400.5191785 371.2693532 379.9299303 378.1844772 394.4379252 350.1218803 388.6737364 386.9598698 363.3639615 390.4300538 428.2804526 402.1393082 396.5421079 371.6852865 382.1347092 396.1264629 382.9803035 360.9 669843 358.669842 374.9836539 409.6727425 379.4835999 383.8991205 394.5815555 353.0075951 368.1168309 361.7530226 357.6599868 396.118321 388.9280642 376.6253495 373.7841059 393.9155642 408.2977639 364.7093626 361.4256062 361.5011409 387.1022489 390.20793 49 348.372306 381.0987192 372.1785407 375.3863616 409.8156794 421.6941944 356.3886373 357.1164915 371.0270362 386.6529937 361.3471403 392.8537046 367.3826352 364.2660311 368.7020081 394.7562855 384.1758461 367.9609832 367.4079191 363.5503283 381.692717 3 60.2138685 386.6645105 397.785967 382.3882773 351.4319668 413.697245 405.0097494 379.0934887 386.5156599 373.3125696 389.3699488 379.8423537 401.0343597 393.179677 380.6501635 358.2002123 425.0531718 406.4794821 391.1355223 363.6676839 395.9858616 391.17 82269 364.0479285 375.4396605 384.4838173 360.6813683 379.4262898 394.3068835 391.6617066 376.5135974 382.5784781 400.0575984 366.5164285 370.5482234 377.1479349 368.4089628 375.9228106 383.6387914 408.2402711 389.869256 391.774796 357.9977219 379.444478 2 380.6310333 358.5494332 383.001762 377.3391086 360.2898921 372.9113723 404.0913847 405.4807334 400.221679 390.2604147 379.9277846 383.4980783 362.2121332 348.7931395 379.6548432 388.5152539 366.3277405 404.3412383 358.6402204 366.3246277 387.3085018 38 6.1085987 374.79969 369.9934458 343.0833197 370.9446578 397.565204 376.7886393 385.0427969 402.7309528 375.0957765 398.8217017 373.3757365 367.8573672 361.5110871 398.3649662 352.7345182 361.2673983 374.5654651 419.7308371 403.3025608 373.9616782 374.572 224 377.8135417 395.5723053 364.9153232 375.3139743 400.5523811 406.9777647 372.7900996 390.7730066 416.0826428 371.6700909 389.243123 351.5879662 377.9843646 368.9652884 372.6286006 358.567299 385.1226048 406.4582645 408.9051028 422.6658698 400.9787708 371.1286893 369.2477331 382.5538748 371.6369964 376.4984355 383.1895618 384.9689599 395.1463495 386.3249497 377.8488881 377.1692632 375.3618129 382.1584868 386.4988471 398.7583891 385.9804706 394.6635425 346.5261121 379.5912285 387.0610577 403.0022896 39 7.9686963 414.8545767 370.0722754 363.0458736 381.2704939 379.605441 350.4518215 386.0512938 386.2345772 414.3234428 410.2959604 383.0623623 390.0447983 350.4532975 354.6489689 403.312426 374.4243095 389.5101711 374.7920089 385.9505304 413.5906507 404.907 7556 367.1612571 382.7999881 408.3076605 405.2798632 353.3321646 387.2587186 409.3883013 380.0362233 374.4831631 402.1289366 386.6155313 397.7320174 365.8419365 393.3580507 379.9148586 358.0807657 382.0824729 382.2987913 361.1365417 366.2321586 420.22443 383.3633763 392.009904 366.6954966 380.921058 363.8168911 381.0510113 368.1466283 398.2254374 368.0633598 384.3487163 391.4168648 422.5776426 356.4823393 376.8510463 405.2758831 379.5562109 359.0619967 379.4297784 364.4607609 357.4457963 384.6947138 394 .9191305 404.1648051 362.3613406 381.2490822 362.6680591 379.7737901 383.2295919 379.0156887 410.0759464 357.8787598 385.0646796 410.1467749 369.377465 403.1942082 378.8269962 396.7300068 383.302297 381.2844884 385.0749348 388.9159348 357.0164517 357.848 7462 422.6838423 387.9932912 362.4153433 372.4885628 361.2771673 371.5613957 379.2320385 381.3559408 402.3546523 389.543777 373.1742471 409.6289458 407.4065085 391.2830597 375.9832805 369.4535958 393.9783461 371.2399566 360.0613534 382.4631338 370.150276 3 388.060921 382.5476224 375.9892181 368.6662636 368.5738326 392.4763617 391.1467659 358.3490295 373.395218 384.9785864 366.603274 347.3614458 362.1021247 370.7312488 389.5715796 364.4244402 389.944657 373.9791894 381.5081853 361.6519918 375.2495076 383. 9889886 395.7496648 394.657593 413.2239002 371.2763374 377.6644248 392.3623563 364.9112881 374.5442628 347.5632409 395.5398757 360.6820619 404.9738861 392.6723826 364.2303931 367.0244876 388.2288507 376.3657693 383.8745252 388.3567048 404.5189066 387.921 9928 364.6749141 399.3164622 403.3238415 400.7559861 351.5357099 349.0909266 410.7889161 379.0238202 366.1713959 408.9614628 371.4138245 379.5809595 381.4208685 402.5004436 376.0146628 401.1097716 366.8960265 366.1333461 389.0694118 383.9897793 372.26909 51 379.5708209 391.6553491 393.3047299 391.5635757 392.1791608 367.9796836 385.7510106 376.0353778 384.983231 358.2144567 381.4882436 368.1490912 370.6499868 349.6253242 381.5387006 411.1498879 367.2489653 379.9428268 400.418653 395.5283556 374.9757804 3 85.0590875 364.0205194 382.3989618 359.0083341 408.1029057 393.4868957 378.2350122 374.6475195 345.7377888 381.1588846 393.3719468 386.236807 386.8411598 360.6923614 383.7651734 414.0812165 385.3274525 363.7529282 402.1999351 384.9954708 366.9759948 360. 8455683 368.0098921 379.1998395 389.8863998 397.5664045 388.4541634 412.2702524 386.1413665 368.3836651 412.8392802 358.8391202 403.2672291 372.968381 357.7061182 381.2258655 375.4045706 412.8399036 402.9234843 368.2367533 375.5523031 351.5958219 360.057 2303 405.4534962 374.4619101 380.4446405 355.6792909 402.3227462 414.4284504 388.9082244 375.941452 376.1179062 375.9880303 367.4481718 400.323468 394.7278782 381.7609595 397.2012312 351.4603362 387.1369032 411.3762518 362.0271591 366.2824923 383.9105181 371.719425 358.7485923 380.6001346 379.0929181 354.9831777 395.4421286 434.157598 398.3924476 378.7294429 379.6503294 384.0997656 370.02234 376.428981 347.6530593 368.0113915 386.1094525 362.5569014 416.1914609 373.2885456 361.7568268 366.947558 365.102 547 379.4297784 354.9831777 390.9177687 351.7329683 371.7222017 403.4801658 395.4853853 408.7541015 366.0715971 376.6874641 347.4342587 379.1551424 364.4163572 370.3867193 387.9697749 347.4308875 360.2030616 392.3598837 409.8907675 376.0351253 380.551043 9 371.4300012 367.3847987 377.8771482 381.1179691 346.8395182 372.6793483 371.5610364 384.7292518 358.5331674 354.4541829 352.0283751 401.9876514 368.9493039 369.9335042 401.3416043 379.2014808 387.4265594 375.5925069 399.4314608 384.7356155 366.7391916 378.6852076 403.2874583 354.3724382 379.7593904 360.8862657 367.331628 379.9091551 378.6717022 406.3314462 416.4418403 365.6318976 386.077651 379.8835427 373.7033466 362.2341477 384.5186479 392.0748671 392.8099587 386.303928 403.3765918 410.3800939 409.7 485377 375.915001 367.3158198 363.2672945 397.7096611 368.1491686 371.4514651 380.7257319 359.001814 413.9743843 391.030948 389.6013039 370.8841619 394.4953028 398.4763599 369.3239234 373.1391551 380.8185861 379.1022384 375.5341062 402.2863431 429.1281479 359.457362 356.8062418 382.4345033 374.92622 387.1006437 334.8660891 394.3378476 389.3077067 379.3220173 411.3226128 416.8064416 356.7194995 384.7526265 373.7570505 367.1597108 381.865789 374.9405243 371.8942001 379.3568313 355.8671983 418.8172807 404.2 559652 386.2501757 347.5031629 387.2674742 351.5312042 382.0641539 396.5422622 351.4099752 357.4617624 393.4807298 431.4568383 420.3369035 371.4561385 384.492692 375.2744302 366.3544822 371.8659982 375.8392093 363.7083777 372.2615884 391.5121649 414.4111 505 386.0954221 367.5172487 393.8204472 365.5771037 386.8064168 373.4067867 376.0108437 377.461115 390.479314 383.3565033 390.9529514 381.1161326 378.295233 366.5635656 364.7911122 364.8955911 366.2738151 377.3620342 382.030584 382.0595503 377.2757016 39 6.9967602 414.5249499 371.445022 378.1930721 359.656972 377.2805644 391.5282845 363.3233306 361.2660813 381.4433067 380.0753909 424.766695 397.9727785 401.0210856 392.6491701 358.6646076 362.3842992 367.4860111 374.1512457 364.7483232 381.4923823 386.595 2517 402.885667 396.5681791 379.6292941 380.1045984 387.4971996 376.7002673 387.0091797 391.8102177 381.5124434 352.1848935 372.6226022 413.688935 394.7145284 369.4226708 379.7813493 378.5495839 376.3061622 362.4171583 380.7355635 373.4399058 391.6172476 402.9792181 396.5672622 424.1673858 379.0981867 369.1812016 397.452806 384.5765919 380.2189423 379.2842782 372.7603014 388.2410925 385.8812005 384.1664917 409.2834398 379.2948668 387.2992315 355.1458011 384.9022906 364.5871929 356.3832947 372.8229981 40 5.3315216 367.6165786 398.6602016 364.323922 370.1836306 366.735452 373.5368849 348.5053549 357.2109697 370.1673671 386.7004197 376.4075431 379.9476868 399.8460181 406.8462066 381.965013 364.5583505 383.3972878 365.4752907 365.1907546 389.5770338 343.369 8316 369.3158463 383.3445757 394.6738641 401.1612365 397.0226354 361.7505582 369.7203039 384.2062044 388.7909326 372.6310502 369.279935 379.9209036 363.5925717 404.1542074 417.3565546 370.736479 386.9644307 356.3886373 375.505416 363.1133295 398.8736215 390.0880118 374.6077675 371.7021979 417.7148413 381.0780035 384.9646176 389.8889403 377.0931441 369.928701 393.1972538 363.157258 391.6501668 363.08046 370.2441602 403.9110991 419.5497022 390.91743 391.3795232 386.4570911 380.0214748 381.2472339 365.1630 727 382.700502 357.106555 373.1361437 407.0472137 376.159797 377.6912547 379.2793401 358.1647475 372.8115376 370.5237452 389.8627403 373.6746481 368.0562306 396.8746044 389.7088255 394.687837 361.3047218 396.999776 368.6567928 401.8756308 364.8720142 370 .5055727 386.7681404 378.6649862 363.886786 384.7212245 394.037579 365.9478288 347.5415169 386.2738349 379.9362117 366.150862 381.7108015 389.1011272 378.8277716 391.7577815 410.7610557 410.3591342 390.3026976 386.4340157 386.5952517 342.7926728 401.6293 161 364.851895 358.7054352 365.1841217 369.000007 406.9915644 402.3446473 364.1727076 390.4171004 365.7689482 367.3663789 377.2442337 377.7709032 368.8584148 384.7021504 380.8554719 384.2005617 407.4174484 372.9465657 396.0211436 386.6965468 381.033741 3 69.7863229 388.3209285 352.237049 376.3963021 382.2763583 374.6376976 421.1771655 366.8130946 358.7429938 363.6580316 373.3845678 352.9185063 380.5153516 374.2482683 365.4901284 369.6703199 369.297692 385.743973 386.3853715 349.0908852 377.536414 376.656 276 355.6578634 394.3707862 359.8411976 373.8115189 400.6529999 409.3369802 380.9941474 392.2207017 374.1047695 366.2117935 388.6656385 374.1598786 378.1330425 360.1479082 398.1716924 379.2921876 430.5671967 378.4781069 371.7875853 380.545203 357.4419562 387.7453374 375.9507306 383.9609464 358.5285957 340.1883114 354.7117909 379.6849743 412.1279027 385.0170151 403.6601104 354.1603514 360.4439957 374.6941646 367.5533023 380.6981197 360.1075247 391.7192214 376.0845704 408.613491 363.9973501 373.7803136 38 0.591852 351.7766338 391.5371878 378.876583 385.461914 407.8015508 374.7920089 423.290087 407.4044891 374.9064904 368.0788846 378.9640148 372.9035697 360.6190089 352.4404392 361.5412297 372.6523941 383.0926562 416.7264891 384.7087472 377.1496887 375.2277 529 376.9522166 376.6371257 373.7739129 377.095787 376.7791246 375.998654 379.711792 400.9146002 399.7268948 13.52035321 13.46883947 15.82459192 12.87974907 13.11958291 15.63777998 14.85984557 14.23068736 14.4293769 15.3834408 16.92393006

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149 Exp. 66 Ex p. 67 Exp. 68 Exp. 69 Exp. 70 Exp. 71 Exp. 72 Exp. 73 Exp. 74 Exp. 75 Exp. 76 390.6762328 403.3415766 397.3749975 425.0695021 408.9175595 388.4913604 385.5712473 415.373488 401.9143578 434.4903429 432.580082 381.4216542 400.3300765 397.3744107 394.838556 401.7835485 401.6174618 400.0637542 431.00701 416.5680919 419.7169783 438.3001489 385.1562095 407.2413193 409.0217697 392.4434389 397.3467214 399.9447669 387.7488539 420.7711226 431.2078755 414.737727 439.3925422 383.4816773 387.0179399 410.1257986 411. 1232236 397.5414587 386.265323 432.9627658 431.0628506 421.1000754 441.5252518 415.1754932 362.1054759 409.2621375 426.187755 393.6924981 414.279659 429.0360525 421.5157224 440.0246074 465.3327807 448.297783 456.4347216 388.6467453 402.7911019 417.557366 1 395.7297611 411.7667577 387.5029651 418.0526145 417.0861317 397.668405 419.6216813 420.2662284 403.3050761 403.0058847 402.0720134 404.7038831 418.394763 415.6527529 401.4940816 436.9305078 413.0118317 426.7360952 445.5428876 377.455153 409.2381643 409 .1883156 427.7661514 404.9670952 399.2199404 397.4830884 432.5556962 427.2510506 443.912135 425.9271706 393.7047608 391.4318074 417.093044 395.4831805 398.1446664 392.0293766 404.8794817 446.2440047 427.1134832 446.2414954 467.5354024 380.998442 403.8805 655 393.7579012 397.4171127 411.9146171 397.7893469 386.3178886 420.6776175 430.7008661 439.2505411 439.4571142 396.3211205 449.858223 391.8467007 383.6471328 393.9501091 387.4056804 358.6402204 449.2470141 428.5972889 405.1456868 452.1416548 403.0970414 404.6680732 428.3241152 408.5273398 391.5121749 388.9922419 393.218045 419.8140516 434.4777993 458.6045676 457.5008584 390.1820446 416.2970338 392.9809199 375.6324388 374.4429921 389.538703 393.4858918 421.359998 484.9294328 432.0051319 446.5343453 374. 483923 409.5542604 392.1803303 385.439805 375.0833893 424.0247546 402.0633027 420.2196638 419.2393969 446.9099882 433.2500882 430.4794424 402.2276753 407.8170701 385.8394852 386.6585974 414.5103359 386.9359337 429.4948927 437.6332689 448.4644314 439.28005 67 417.7438554 395.7433935 415.6738717 383.1190965 409.1557377 403.4746851 380.1047768 445.8444112 432.6654632 439.3567641 404.4047852 393.7819859 403.8641642 411.3279721 429.0649776 410.9840637 413.6475281 380.998073 425.3604042 434.24065 453.7518299 44 8.4792394 401.2657122 401.7218496 393.0986154 407.2345915 382.5104431 381.6803577 399.9603647 423.0498055 434.0636429 427.4013597 420.2538425 423.0897396 404.133958 415.6336456 430.711271 384.8254113 389.6577171 384.9045142 429.7627076 445.1817741 446.90 51229 444.9328983 407.8521941 405.9312387 422.9941174 363.6720209 399.7696337 415.7979823 397.0645973 397.5019472 423.5020106 429.4729452 448.6822904 409.0000857 380.1955123 443.2940931 419.3455547 407.921464 374.9884935 408.0451312 408.7698988 462.96349 9 432.6805378 429.5271779 405.8183672 388.3006286 401.3913968 422.6851228 389.6772936 410.8001423 395.9028013 432.1552026 429.7139418 403.0245988 434.8811383 414.0444011 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420.5332858 394.1270555 403.8640949 400.292615 420.6174293 434.4199555 417.7359239 422.1877028 418.9481658 418.3051879 409.3431912 4 46.8134586 360.6988436 411.9330321 415.2885187 454.2864859 426.9691483 412.14875 416.01007 415.8867174 401.3870599 370.8027017 386.8958505 404.6428441 427.6615673 404.9800833 406.8362295 435.719436 443.1043179 441.4865582 378.1522302 388.551379 432.45533 72 383.0986159 395.7057953 408.8800955 360.8947727 438.9464546 449.3247583 439.1203375 430.4918337 418.7860654 393.2085578 392.1202359 414.884176 408.7800185 387.0161648 413.4007403 438.5104655 447.8335312 429.8078204 419.2244217 402.7476904 419.5846371 402.7746009 436.4273315 420.0388479 398.1541889 378.8893014 443.299166 402.0759462 431.7353905 428.821847 385.0042288 432.1634548 394.9089067 395.8462579 419.2886239 404.9646734 409.0648122 453.2031744 402.0101646 400.2481369 430.0252095 376.625938 425.9 696898 411.5696776 409.228771 400.7267535 387.1447437 411.9925557 459.8909909 437.7651087 417.8488806 447.3366746 428.8662681 397.3524208 416.2878957 396.8686426 431.1593528 383.281194 423.5132083 424.7278773 433.4590873 431.0236695 423.5643817 370.50692 71 416.5724453 396.5386341 388.6630521 393.3149821 371.3945994 365.2552934 430.7028781 436.2872697 428.3999178 400.2333182 404.5345489 396.8598175 391.9039683 382.6776599 430.14225 409.339567 401.3511556 422.6388861 439.4741409 419.1652233 455.1503236 38 1.5337011 369.8559827 403.3656488 395.1853627 395.5132876 417.0478968 396.2485322 426.0123888 400.834895 419.8825686 425.8406119 397.4623575 377.6079344 438.1320866 443.1874192 369.6157142 402.0031107 420.0887396 448.2930838 460.0189223 450.7565959 451.61 57671 433.0989562 405.5945412 413.7791293 397.2972941 416.5038173 415.0206194 397.3718588 451.2607979 420.8801063 428.6010146 427.8556652 414.6215005 394.3673108 400.3919226 400.907384 418.1670233 421.4412041 385.5494676 419.4014958 434.4914119 421.11157 63 417.3164471 428.2539015 402.6049931 375.2529062 402.1341347 382.3588955 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438.0472935 426.3277868 425.7283436 407.5954493 431.6777943 391.4436184 408.5892712 389.5513925 373.7840105 382.7236901 385.8747365 412.2879495 453.0665097 432.9525757 384.6088962 410.9092626 388.3457285 398.8624493 419.2886239 406.26 0984 387.1981911 396.0971286 435.6498503 464.5023099 440.4304589 455.6705806 425.5889612 402.3934307 407.4111847 399.9613638 400.8308684 387.0807354 408.0589789 405.7268885 433.2701502 449.7344019 403.4161268 441.6835139 369.7675818 396.976951 403.621858 5 402.8691282 403.2229502 415.6607525 395.6675955 416.1559049 418.9145582 472.2381828 424.1284002 399.6173149 405.9119083 418.24387 394.0256366 395.874815 394.8943559 397.3798499 421.8816958 438.5842834 437.2110968 409.8481993 409.8873948 371.9539308 380 .3352494 390.5395691 376.5069509 380.6684678 368.157324 432.8014162 429.7460338 447.028334 427.1804849 408.3522238 416.3359845 410.0400042 403.8452473 415.741804 399.0298686 427.7227478 400.9807847 436.4432387 436.685112 458.1737253 418.6457303 416.43257 52 399.1262802 407.292488 404.0001669 381.686555 396.2974785 412.1914671 437.36272 471.5767657 447.6413794 420.9263061 406.2799236 398.1416025 392.9167741 411.5109237 419.5926562 391.1974075 413.2380396 430.1259418 441.0534426 431.7197704 390.2629709 417 .3492182 398.223401 412.8297652 419.9635822 399.989369 411.0223147 433.8039511 420.9335271 433.363416 437.6316272 391.7944439 412.3663721 413.7167105 403.0002745 391.3167762 395.7940463 370.6794128 424.964635 436.5332649 439.0006829 414.1865673 412.58323 05 410.056693 411.1904757 378.8042212 392.1299412 399.2471129 398.6608756 449.1662065 444.3110722 426.6184512 441.0145182 423.2523924 400.8426362 425.1713173 426.0716346 380.8367755 402.7455493 414.2982979 436.9564354 395.9520793 432.7548683 422.0632544 397.6949577 408.2479448 408.4180573 395.9992856 389.5836338 399.6612413 381.9030814 435.0332342 473.293634 415.9810406 437.8591688 394.1674323 391.1312681 420.2676481 399.0952894 378.9586788 393.7076069 413.2745792 431.4318317 447.8045532 425.3978001 441. 6740166 402.0530326 421.4526544 397.8282716 405.5110512 415.4107792 375.9322796 403.188247 435.502846 405.1127221 429.8435903 423.2777514 406.2698754 395.6266084 421.586952 440.2687919 388.0557376 384.5415782 401.7705657 440.4032313 425.3960235 449.74558 58 422.3456486 386.4782765 402.885667 400.8225753 422.8002433 372.6199272 370.1687356 407.7995847 425.3900326 417.2383205 418.4386448 412.11569 412.7851981 412.7967902 411.7775463 409.7528283 409.6071259 427.5877722 411.5682341 414.9286216 444.4442344 41 7.2709706 420.1454672 365.4510027 411.9484247 396.7898174 399.230595 412.9566807 400.6222411 406.265069 431.5617165 449.3965999 444.7687149 438.0709012 394.3478828 412.4445529 388.7636499 389.4179919 411.0401393 413.6746367 393.8030693 423.5829249 407.86 66042 424.945914 439.2304573 386.2532428 377.6588017 386.9682003 419.6476516 395.3725222 412.5947341 382.0125582 398.3422201 438.297777 420.7769746 427.9871809 389.9855847 385.7156548 405.6254181 417.8414157 388.6234175 388.3674517 417.700806 440.2799948 420.2975345 460.1709515 416.7437107 411.547514 405.6032977 385.8681007 419.8231999 386.766137 397.5710123 400.2577056 447.1541724 408.8760516 440.0305949 427.786567 397.2010472 394.7468641 414.7705847 396.4807009 390.8204985 404.0580086 398.7855238 449. 1545434 431.7322098 411.6652183 435.0734936 374.4385357 415.8718044 392.0187746 393.1236603 393.2016606 408.7600942 382.5058197 413.074612 421.6641318 436.9987203 442.9597643 388.1702774 399.1760926 407.7377947 404.4696722 405.7560424 404.6393489 404.307 0434 418.06877 442.8421107 437.3882811 437.8075546 395.4241618 401.207102 419.1334613 407.48842 410.2320193 383.9726391 374.8120436 429.6698218 412.7458563 440.0005503 439.5886599 397.0921913 422.2457963 418.866726 359.4279577 398.8948518 412.0092004 405 .6118644 442.3300705 446.8125983 398.4654784 440.2940011 407.6530633 419.4328181 430.3986102 406.5590211 386.1521622 407.3738159 403.7595092 442.8028379 441.0540653 431.9199673 442.661278 399.8470933 393.152126 389.4627589 391.5577456 398.565458 394.9147 567 391.1932214 429.7060702 453.4064497 431.0362656 400.7719209 391.6189341 411.2082832 400.1043795 406.265069 392.9948046 402.0770273 417.6214755 465.2857098 429.5845034 449.3637267 449.4702352 399.099898 404.6542673 405.7292168 403.1856743 399.9935575 399.987034 400.3978228 431.326042 431.0200026 430.127085 431.6838178 16.43683833 14.35113668 14.3589472 17.15734331 14.67059827 14.15802929 16.51375996 14.14625323 16.38311058 16.78295307 14.94464652

PAGE 150

150 Exp. 77 Exp. 78 Exp. 79 Exp. 80 Exp. 81 413.788927 4 425.5878413 419.5349114 460.7300807 422.4861207 458.7713722 434.7117089 433.1646899 415.4395851 426.6007724 430.8544395 423.3824664 424.190113 416.7519552 433.6730905 417.9413815 433.4727551 417.8723132 417.9969959 419.9596243 436.6857249 428.0158238 464.359054 414.703693 452.3387895 442.3879835 439.3292618 424.9800138 434.0572855 480.6088451 455.2387373 434.0779166 409.3756993 427.373358 437.0530646 447.5805026 435.4449043 421.5748992 436.0543673 420.6731345 453.6944094 394.5277636 431.6333987 44 2.2327714 456.0068551 444.9305844 405.7428161 430.0371871 458.0385579 428.3430349 437.3671177 448.1640089 410.9546534 435.6638658 413.1901754 436.760068 437.0285932 421.0745807 436.8937623 414.4418343 426.5091149 425.9177551 433.6222731 422.7162602 451 .7500989 438.4944619 437.1863333 427.2623563 437.2620374 417.171101 440.647956 456.5161371 428.6387146 425.9071327 443.9045038 454.898666 458.3203 449.8721114 417.0779625 414.6788411 441.6579048 412.4293105 441.1721605 447.8683007 416.233847 412.42931 05 435.2504585 431.755899 438.6089278 432.4571 448.5744556 437.4117786 428.5796808 435.2735349 408.4646466 414.0784375 441.895303 417.9337733 435.5803099 468.933771 409.7630388 437.4726029 448.7987113 425.8519826 432.4382353 406.3879691 442.5757005 415 .8378714 405.3059439 437.1528903 435.1426681 453.4646335 461.1370441 431.8782729 438.7488487 441.8277374 422.458108 429.8463019 451.3633602 430.7704092 424.5562551 418.2639941 452.6177591 394.3386299 446.0548316 400.944642 445.3676164 434.3203487 442.1 834378 431.765642 397.76408 440.1617594 470.2716772 413.5666664 431.4817074 466.5184274 435.8970413 446.2073602 447.9342716 417.0874579 457.690832 444.736918 398.1708683 427.3951237 427.9596473 430.6150302 462.1188485 423.1524989 404.8321697 415.890805 3 436.971936 433.8638791 422.4688366 425.2940227 446.3345995 445.8128567 432.0655948 431.2773294 440.9550336 411.2954628 441.2123139 431.7101508 419.3288079 436.5309468 410.9293953 427.8301791 459.0492048 448.8219688 431.4713073 433.8559294 446.810430 1 434.4667792 458.1883477 432.838988 454.1141775 439.5869466 462.6560498 437.8420694 417.0649555 449.9831717 409.8668486 458.0216135 427.3773924 424.5983207 403.4714747 443.8969038 401.8365149 413.8173846 459.0254266 457.4490673 426.222536 414.2349922 415.9121741 427.3940488 439.4591625 454.2458946 431.2694888 443.944184 446.1125528 420.5399481 431.1004014 428.248371 450.1155554 414.0107443 421.4649179 435.3338532 437.6898093 441.9105453 399.948778 419.0034845 425.4400089 416.4370836 446.3301575 442 .8988779 418.1455691 417.0812724 443.2226656 434.1110373 435.4119827 425.014632 428.3830059 412.4430492 416.5471239 442.7409447 437.5796517 416.7357212 409.3863251 421.3478875 450.0262375 425.263144 458.1412472 420.4850789 439.1244303 424.6847246 406.2 584195 466.9584474 436.2700242 419.569439 467.1383454 434.5767247 436.8768286 420.0653853 439.2041111 411.0166869 402.0342853 418.4261603 443.0170111 439.4140972 400.3440239 451.2319978 410.3182489 425.8200202 427.0790254 408.1397832 422.215172 427.90 26522 422.0039802 406.0204628 437.5938025 437.5792855 408.0593115 441.5445437 437.5510213 425.5864974 430.1661887 434.0374673 433.3023417 438.0908813 443.7795216 420.6309905 438.2748816 427.5685594 443.9737272 421.6135393 431.0570648 444.3525252 424.44 69222 432.1237078 435.5410038 419.690568 429.2037554 437.4044631 415.4314886 418.7975427 458.2282883 432.9953327 448.778096 431.3766246 392.9922737 430.5067595 413.7704241 430.2456671 443.6645632 428.6204278 428.2314119 454.9720193 443.3402028 393.0405 542 451.9285364 424.0485115 433.798314 445.9893391 438.3421627 448.8892074 412.961598 420.1876396 434.8652022 420.7878622 429.0781942 446.307043 449.0842411 419.8048255 443.2270301 435.1355736 437.9765143 447.8344344 390.7023323 417.0334237 427.8351369 448.0401718 445.7680102 416.3934127 402.4158465 434.8065231 413.7998837 438.688135 417.0693399 423.2777514 420.6762963 422.4232837 426.1521331 421.2847371 425.1212159 456.7168899 455.3172408 425.969693 464.8914631 404.5571249 470.6478519 441.7486808 413.09262 399.1248363 427.0275955 427.7950198 413.2056224 410.9246168 421.5861895 431.3144834 442.5763807 420.6645491 426.6208594 407.2743163 416.2354935 427.5537331 462.3402607 427.7319597 401.8711044 422.5214415 428.4642946 392.2363147 421.616476 389 .8897629 405.7921229 414.9902797 412.3558978 413.7307389 448.0033434 435.7245128 438.8115187 453.002839 451.2754507 393.249951 440.6901469 436.3284555 434.0854641 414.9456801 400.4312167 438.8287432 457.325961 428.9098158 408.6140114 440.5928156 451.01 29506 454.4549366 428.5603583 422.8821917 417.001665 412.9412038 455.5015148 461.3452474 399.0681844 437.2223892 446.0902384 458.1804054 449.1405872 433.9501364 444.6398468 406.5818881 452.2509132 446.4921617 411.8372375 419.573363 423.8490025 427.9249 237 407.6281493 456.4347216 442.5039875 420.166519 412.9775898 457.7566081 429.4945699 455.5627156 400.4312167 438.1765672 451.3349595 443.7197014 448.8196775 404.029735 412.1806299 416.7949006 458.0390218 433.3023417 428.5468875 421.1433919 414.000773 6 453.9374995 433.8062305 430.623598 426.8992241 426.187507 424.4356986 418.7759601 414.4517161 428.3182287 436.779019 428.1197951 405.1316745 402.1045707 436.6670903 412.5442206 441.3221023 431.0252116 414.2482482 444.4310014 426.0531371 405.0306448 446.9407185 421.7972136 407.0676685 426.5694545 423.0486682 417.001665 413.7670107 437.7556453 425.2996446 409.2741549 421.2691223 426.8710749 407.744399 431.260978 430.7343417 414.4608352 411.4478421 431.9023811 414.7725063 420.2962601 436.4366358 422 .6472745 432.0381986 441.7288567 415.6170945 425.2368746 433.201268 441.6851562 419.5544988 418.3338458 420.0024863 436.0775056 431.8828089 416.6519463 439.2983384 423.598939 427.2224906 436.1232392 446.3763378 409.5363113 406.6323631 426.807337 446.60 86903 406.7563606 411.5127508 438.8450941 396.0388774 436.6105298 462.2224927 419.3825486 399.9520063 421.6212379 471.9592097 429.8464326 431.0666348 429.5859032 427.6842772 432.4309614 430.897115 16.36271087 16.95888713 15.3522343 16.3907009 16.808840 23

PAGE 151

151 APPENDIX F SIMULATION RUNS FOR CASE STUDY #1 (COST) Run Exp. 1 Exp. 2 Exp. 3 Exp. 4 Exp. 5 Exp. 6 Exp. 7 Exp. 8 Exp. 9 Exp. 10 1 $5,551,569.85 $5,811,189.68 $5,271,225.64 $5,503,957.90 $5,373,747.30 $6,117,700.85 $5,735,474.64 $5,601,821.92 $ 5,596,217.88 $5,779,577.80 2 $5,710,029.59 $5,599,544.83 $5,941,065.44 $5,812,966.88 $6,026,673.09 $5,691,325.68 $5,619,740.20 $5,625,860.87 $5,633,196.02 $5,952,947.83 3 $5,675,228.66 $5,727,361.39 $5,653,416.81 $6,009,123.21 $5,952,235.70 $6,013,345.42 $5,413,707.22 $5,707,875.45 $5,909,773.52 $5,547,199.57 4 $5,544,308.21 $5,690,411.95 $5,659,518.50 $5,804,532.07 $5,835,681.65 $5,568,802.01 $5,367,505.99 $5,751,667.17 $5,355,466.60 $5,596,182.89 5 $5,948,760.08 $5,602,595 .08 $5,965,842.24 $5,896,960.26 $5,484,384.22 $5,638,284.88 $5,824,433.10 $5,652,439.74 $5,890,426.86 $5,939,860.40 6 $5,960,853.25 $5,823,343.67 $5,849,009.66 $5,602,423.96 $5,579,025.34 $5,414,840.25 $5,718,573.79 $5,669,617.28 $5,638,55 7.72 $5,688,933.71 7 $5,929,295.43 $5,824,759.83 $6,091,853.24 $5,892,830.20 $5,987,568.83 $5,788,259.05 $5,901,846.03 $5,795,543.06 $5,521,556.17 $5,759,685.82 8 $5,784,587.85 $5,829,061.63 $5,586,143.04 $6,098,000.99 $5,691,458.19 $5,682 ,568.46 $5,810,143.49 $5,757,284.04 $5,773,535.66 $5,703,360.32 9 $5,705,798.30 $5,961,308.18 $5,707,661.55 $5,631,185.49 $5,556,930.87 $5,515,194.57 $5,789,818.80 $5,819,369.52 $5,405,145.42 $5,652,617.00 10 $5,701,924.95 $5,961,701.36 $5 ,593,240.74 $5,516,785.20 $6,048,154.29 $5,976,369.97 $5,799,527.53 $5,822,057.47 $5,444,738.29 $5,583,750.36 11 $5,858,506.45 $5,534,147.57 $5,843,790.76 $5,529,816.60 $5,619,142.00 $5,793,449.00 $5,798,353.07 $5,369,596.45 $6,013,049.14 $5,734,497.97 12 $5,795,330.58 $5,867,361.71 $5,759,823.75 $5,686,818.56 $5,886,792.38 $5,682,529.33 $5,636,091.92 $5,837,201.93 $5,292,995.92 $5,639,797.13 13 $5,773,037.30 $5,783,149.88 $5,692,795.92 $5,684,374.00 $5,520,871.24 $5,869,930 .81 $5,777,743.34 $5,668,964.83 $5,977,825.58 $5,585,363.40 14 $5,690,036.91 $5,595,753.34 $5,624,020.54 $5,477,058.11 $5,979,875.05 $5,415,477.75 $5,511,928.21 $5,941,210.74 $6,094,573.56 $5,534,626.26 15 $5,983,161.75 $5,736,315.84 $5,71 8,707.42 $5,673,205.22 $5,938,973.81 $5,733,136.60 $5,727,943.58 $5,786,960.02 $5,382,170.63 $5,845,973.17 16 $5,620,195.52 $5,788,457.85 $5,822,927.95 $5,626,658.97 $6,014,287.44 $5,870,429.04 $5,716,356.22 $5,762,876.45 $5,873,937.36 $5, 627,388.61 17 $5,651,869.39 $5,375,970.69 $5,809,234.14 $5,943,530.23 $5,380,035.09 $5,824,724.70 $5,741,095.94 $5,706,227.25 $5,684,523.75 $5,900,174.42 18 $5,512,907.06 $5,869,918.23 $5,562,545.10 $5,633,804.44 $5,711,838.01 $5,511,933.18 $5,745,108.45 $5,627,616.43 $5,620,443.86 $5,557,433.84 19 $5,564,336.42 $5,924,684.78 $5,799,130.15 $5,567,819.03 $5,568,560.30 $5,712,769.66 $5,794,236.71 $5,600,828.58 $5,722,505.63 $5,662,890.93 20 $6,080,876.31 $5,530,562.60 $5,777,5 67.48 $5,898,473.56 $5,574,699.62 $5,736,989.05 $5,729,903.44 $5,898,217.90 $5,987,766.07 $5,675,520.89 21 $5,545,664.48 $5,771,677.89 $5,768,743.33 $5,651,806.99 $5,968,468.83 $5,855,473.79 $5,589,315.92 $5,571,672.80 $5,741,073.35 $5,613 ,998.84 22 $5,729,137.55 $5,916,541.17 $5,873,489.72 $5,862,454.24 $5,914,838.05 $5,763,646.36 $5,723,974.21 $5,890,735.25 $6,093,358.84 $5,930,764.73 23 $5,761,930.20 $5,572,636.06 $5,825,191.88 $6,032,064.09 $5,640,486.82 $5,994,928.56 $ 5,321,408.07 $5,772,150.83 $5,983,570.60 $5,707,002.79 24 $5,861,785.63 $5,768,575.60 $5,576,649.14 $5,809,955.70 $5,557,309.17 $5,881,983.39 $5,768,959.92 $5,726,885.59 $5,554,186.98 $5,974,023.79 25 $5,996,381.43 $5,989,122.72 $5,738,004. 39 $5,643,965.22 $5,648,013.93 $5,789,449.09 $5,740,098.60 $5,635,057.15 $5,555,675.06 $5,822,255.00 26 $5,914,941.76 $5,440,689.48 $5,943,413.98 $5,578,665.69 $5,966,980.62 $5,623,025.41 $5,689,356.64 $5,701,658.41 $5,799,225.03 $5,771,04 8.13 27 $5,753,797.85 $5,852,257.59 $5,688,994.48 $5,814,164.26 $5,802,593.35 $5,690,720.29 $5,958,225.10 $5,988,598.59 $5,673,058.15 $6,004,801.84 28 $5,541,091.53 $5,725,410.09 $5,671,683.62 $5,677,742.67 $5,859,598.35 $5,782,771.61 $5,9 77,841.08 $5,585,730.92 $5,704,506.77 $5,557,058.54 29 $5,668,993.51 $5,787,360.09 $5,492,473.72 $5,681,088.56 $5,575,255.46 $6,136,905.30 $6,021,908.02 $5,720,997.74 $5,637,757.84 $5,513,942.86 30 $5,542,139.23 $5,607,143.58 $5,565,379.86 $5,586,333.68 $5,820,420.38 $5,635,735.52 $5,975,101.07 $6,005,351.81 $5,850,266.75 $5,784,933.83 31 $5,862,270.11 $5,502,286.34 $5,617,396.53 $5,987,288.43 $5,712,459.64 $5,738,016.94 $5,376,387.04 $5,844,978.45 $5,651,824.32 $5,713,742.5 6 32 $5,661,817.93 $5,615,629.37 $5,841,558.20 $5,681,451.41 $5,893,205.91 $5,782,761.35 $5,611,274.79 $5,776,324.70 $5,459,546.42 $5,549,056.62 33 $5,800,099.10 $5,686,074.88 $5,713,416.92 $5,376,603.32 $5,540,279.63 $5,802,661.89 $6,025, 377.96 $5,538,269.12 $5,467,866.66 $5,725,165.29 34 $5,670,372.56 $5,526,849.97 $5,981,130.89 $5,899,045.17 $5,819,500.63 $5,671,408.49 $5,511,589.08 $5,788,769.07 $5,874,129.42 $5,662,443.57 35 $5,282,361.50 $5,879,432.54 $5,636,452.80 $5 ,781,003.95 $5,554,399.46 $5,781,202.26 $5,462,954.67 $5,628,487.18 $5,507,809.94 $5,657,315.90 36 $6,029,375.17 $5,895,025.94 $5,651,146.10 $5,582,738.94 $5,600,344.13 $5,660,549.97 $5,602,321.65 $5,750,270.13 $5,627,407.77 $5,635,893.67 37 $5,717,658.71 $5,920,817.18 $5,768,912.74 $6,011,891.39 $5,758,098.82 $5,906,577.98 $5,776,954.22 $5,822,638.29 $5,719,398.27 $5,509,200.04 38 $5,685,519.46 $5,469,243.32 $5,539,955.05 $5,833,430.75 $5,790,569.95 $5,491,905.52 $5,873,090 .04 $5,885,064.69 $5,578,381.15 $5,971,237.91 39 $6,020,471.41 $5,534,387.33 $5,728,182.32 $5,414,506.44 $5,802,570.33 $5,664,046.91 $5,576,245.19 $5,793,743.84 $5,727,991.37 $5,718,147.97 40 $5,847,311.43 $5,799,213.95 $5,697,998.06 $5,91 0,215.14 $5,372,150.38 $5,792,665.15 $5,843,615.50 $5,838,202.35 $5,921,663.72 $5,657,240.89 41 $5,785,767.18 $5,679,353.35 $5,969,010.71 $5,458,514.39 $5,774,793.46 $5,700,823.47 $5,768,328.29 $5,765,792.89 $6,149,607.23 $5,543,825.58 42 $5,709,267.13 $5,757,167.07 $5,830,199.33 $5,874,391.04 $5,675,579.32 $6,018,407.06 $5,931,884.19 $5,735,559.38 $5,714,099.17 $5,604,647.91 43 $5,600,337.35 $5,608,854.29 $5,498,583.25 $5,821,445.36 $5,441,393.66 $5,712,520.57 $5,598,646.88 $5,932,542.10 $5,672,359.75 $5,603,476.59 44 $5,764,498.05 $5,519,877.85 $5,953,959.19 $5,678,694.05 $5,546,730.44 $5,891,301.78 $5,731,546.64 $5,733,542.20 $5,781,212.41 $5,801,892.25 45 $5,958,577.97 $5,596,518.10 $5,772,731.01 $5,715,8 98.36 $5,998,476.57 $5,458,249.16 $5,977,721.97 $5,812,551.10 $5,698,184.45 $5,628,050.55 46 $5,522,121.76 $5,657,653.91 $5,734,933.10 $5,973,742.66 $5,644,586.54 $5,919,402.81 $5,388,630.99 $5,859,062.06 $5,755,398.40 $5,465,226.50 47 $5 ,802,692.35 $5,869,150.78 $5,839,652.92 $5,790,261.61 $5,464,571.68 $5,766,170.18 $5,608,614.49 $5,848,349.80 $5,660,880.30 $5,579,412.04 48 $5,449,507.76 $5,759,548.75 $5,748,349.15 $5,871,799.62 $5,824,517.65 $5,693,537.28 $5,360,972.00 $ 5,670,134.85 $5,510,652.96 $5,706,750.43 49 $5,402,728.84 $5,769,775.97 $5,555,540.40 $5,726,933.26 $5,593,395.73 $5,540,146.75 $5,940,383.39 $5,699,354.34 $5,872,868.77 $6,034,278.02 50 $5,468,376.75 $5,950,204.15 $5,397,793.55 $5,607,487. 18 $5,853,484.99 $5,759,846.03 $5,666,128.58 $5,643,045.09 $5,658,056.70 $5,781,871.29 51 $5,413,250.42 $5,710,984.53 $5,523,403.51 $5,804,321.39 $5,848,312.20 $5,671,931.69 $5,926,652.19 $5,509,695.41 $5,954,821.71 $5,865,451.58 52 $5,93 5,606.97 $5,744,357.26 $5,863,981.90 $5,620,320.84 $5,767,713.87 $5,849,670.37 $5,582,151.16 $5,529,152.13 $5,744,977.80 $5,899,292.96 53 $5,626,378.84 $5,734,585.05 $5,496,853.90 $5,408,736.14 $5,751,069.29 $5,568,445.88 $5,399,522.70 $5,5 26,413.58 $5,762,526.94 $5,553,561.92 54 $5,986,406.34 $6,039,736.06 $5,856,635.61 $5,641,332.73 $5,512,998.94 $5,759,410.47 $6,072,764.83 $5,663,502.47 $5,520,779.07 $5,391,714.47 55 $5,894,874.12 $5,790,766.74 $6,054,326.62 $5,604,190.49 $5,659,768.63 $6,057,878.79 $5,870,556.27 $5,393,116.66 $5,847,451.60 $5,683,257.43 56 $5,729,442.22 $5,731,446.03 $6,195,823.34 $5,499,177.50 $5,787,505.62 $5,924,040.24 $5,779,311.57 $5,572,641.60 $5,749,102.95 $5,727,947.84 57 $5,544,0 13.55 $5,852,952.30 $6,019,339.51 $5,815,001.22 $5,717,023.60 $5,575,816.74 $5,431,268.43 $5,467,045.88 $5,813,207.99 $5,531,124.51 58 $5,597,462.35 $5,593,622.78 $5,523,992.24 $5,780,150.43 $5,586,093.76 $5,683,369.35 $5,834,793.11 $5,810, 832.38 $5,754,615.80 $5,556,318.00 59 $5,972,274.76 $5,635,667.20 $5,778,842.57 $5,788,194.59 $5,745,129.69 $5,553,541.09 $5,775,527.84 $5,715,282.44 $5,573,706.68 $5,766,461.14 60 $5,844,755.21 $5,682,832.43 $5,696,130.32 $5,801,226.41 $5 ,593,398.50 $5,620,862.53 $5,155,313.28 $5,835,388.23 $5,688,084.87 $5,748,928.22 61 $5,559,857.58 $5,765,541.49 $5,615,121.98 $5,806,877.29 $5,859,371.00 $5,789,298.57 $5,241,690.32 $5,792,048.35 $5,812,625.87 $6,000,871.69 62 $5,565,678. 75 $5,948,440.07 $5,427,503.27 $5,727,951.55 $5,761,142.41 $5,803,876.82 $5,464,106.05 $5,548,948.16 $5,799,736.79 $5,612,925.37 63 $5,563,970.27 $5,585,705.48 $5,688,469.80 $5,661,318.31 $6,114,081.14 $5,750,309.50 $5,836,104.53 $5,850,377 .41 $5,483,999.45 $5,708,621.88 64 $5,850,096.98 $5,682,454.83 $5,513,526.01 $5,715,588.39 $5,705,910.94 $5,418,464.24 $5,763,650.46 $5,871,841.67 $6,036,171.63 $5,477,764.58 65 $5,674,560.91 $5,783,960.99 $5,718,342.21 $5,706,553.23 $5,78 9,189.75 $5,517,710.38 $5,828,120.51 $5,799,441.55 $5,906,300.82 $5,657,323.23 66 $5,742,595.16 $5,901,058.71 $5,563,970.27 $5,542,055.15 $5,796,856.51 $5,763,390.51 $5,739,895.06 $5,724,560.40 $5,522,839.68 $5,854,628.06 67 $5,969,835.11 $5,902,147.65 $5,710,423.95 $5,710,248.07 $5,815,569.54 $5,761,369.74 $5,538,622.35 $5,613,229.54 $5,820,154.41 $5,652,649.45 68 $5,909,548.81 $5,942,549.46 $5,702,358.04 $5,940,763.74 $5,388,702.70 $5,919,401.67 $5,793,357.49 $5,657,796.26 $5,817,451.53 $5,633,634.43 69 $5,998,352.72 $5,753,866.63 $5,808,653.88 $5,913,765.86 $5,801,420.56 $5,667,605.49 $5,709,059.17 $5,799,225.03 $5,517,457.24 $5,829,916.00 70 $5,850,432.63 $5,748,422.87 $5,474,057.09 $5,851,055.59 $5,688,1 69.98 $6,094,483.75 $5,841,619.29 $5,826,512.30 $5,759,200.73 $5,792,800.82 71 $5,829,965.49 $5,436,599.92 $5,550,790.23 $5,278,073.33 $5,744,533.61 $5,655,776.02 $5,974,677.43 $5,852,680.97 $5,873,711.80 $5,417,745.51 72 $5,839,163.93 $5, 845,204.81 $6,007,618.96 $5,703,052.58 $5,692,968.19 $5,625,520.95 $6,134,873.00 $6,005,602.45 $5,703,327.93 $5,916,082.70 73 $5,717,752.61 $5,876,697.38 $5,704,411.79 $5,578,523.10 $5,900,229.69 $5,774,579.73 $5,651,150.12 $5,633,652.62 $ 5,711,956.67 $5,691,131.67 74 $5,499,986.83 $5,606,197.41 $5,731,424.92 $5,988,035.27 $5,669,611.09 $6,090,068.76 $5,591,114.15 $5,950,643.43 $5,612,737.07 $5,756,055.62 75 $5,654,948.25 $5,723,654.86 $5,595,692.47 $5,649,317.62 $5,682,106. 61 $5,935,235.95 $5,406,882.34 $5,431,429.09 $5,844,888.95 $5,803,979.01 76 $5,775,682.18 $6,027,216.12 $5,641,319.68 $5,573,026.32 $5,567,270.25 $5,761,409.97 $5,764,751.40 $5,413,707.22 $6,002,508.94 $5,659,325.28 77 $5,695,853.25 $5,702 ,985.92 $5,456,185.10 $5,592,175.51 $5,743,054.42 $5,814,914.04 $5,900,928.41 $5,652,229.85 $6,108,922.99 $5,627,786.72 78 $5,563,284.06 $5,453,223.75 $5,545,163.21 $5,507,929.66 $5,551,852.47 $5,690,199.27 $5,538,496.23 $5,606,659.33 $5,4 45,911.25 $5,638,363.56 79 $5,917,426.63 $5,687,008.17 $5,475,369.82 $5,851,460.19 $5,332,305.76 $5,743,885.24 $5,523,081.11 $5,765,509.46 $5,841,856.18 $5,773,520.99 80 $5,282,544.08 $5,561,597.16 $6,069,811.88 $5,716,720.75 $6,170,713.83 $5,703,253.79 $5,714,798.64 $6,031,218.90 $5,558,161.04 $5,872,181.40 81 $5,530,036.31 $5,938,364.49 $5,574,869.71 $5,577,858.27 $6,078,542.77 $5,862,131.84 $5,825,134.69 $5,970,047.56 $5,843,193.96 $6,198,358.61 82 $5,922,464.50 $5,757,72 0.08 $5,937,842.11 $5,546,610.74 $5,617,169.80 $6,123,893.18 $5,719,527.04 $5,714,362.87 $5,595,475.45 $5,644,822.53 83 $5,582,119.71 $5,911,799.32 $5,800,949.80 $5,765,206.46 $5,841,685.94 $5,864,180.81 $5,574,140.33 $5,823,864.11 $5,687, 055.06 $5,937,227.97 84 $5,759,373.45 $5,762,833.61 $5,956,741.99 $5,666,636.37 $6,039,336.94 $5,693,238.29 $5,488,098.45 $5,885,765.22 $5,453,434.14 $5,655,104.46 85 $6,118,738.41 $5,594,986.46 $5,581,001.79 $6,026,586.43 $5,951,318.76 $5 ,702,399.72 $5,932,688.32 $5,871,636.21 $5,775,170.51 $5,914,317.94 86 $5,649,889.43 $5,691,020.69 $5,722,202.19 $5,695,263.46 $6,143,213.52 $5,645,667.41 $6,049,764.64 $5,795,364.53 $5,832,315.09 $5,647,955.10 87 $5,910,418.10 $5,718,736.7 8 $5,550,271.73 $5,754,688.79 $5,639,954.54 $5,657,184.47 $5,883,260.69 $5,803,685.32 $5,930,335.86 $5,771,748.24 88 $5,719,332.49 $5,726,590.63 $5,685,658.69 $5,561,497.97 $5,808,665.80 $5,824,332.55 $5,736,368.12 $5,625,611.55 $5,643,995 .99 $5,627,572.33 89 $5,690,534.85 $5,591,618.81 $5,733,435.20 $5,840,673.81 $5,707,292.45 $5,647,802.17 $5,758,779.46 $5,660,498.06 $5,669,603.84 $6,035,075.37 90 $5,991,574.15 $5,752,896.24 $5,558,588.86 $5,372,078.60 $5,741,015.32 $5,78 9,158.61 $5,584,789.86 $5,663,311.30 $5,847,512.48 $6,001,026.30 91 $5,684,074.29 $5,917,539.64 $5,805,766.33 $5,598,473.72 $5,818,769.66 $5,781,792.81 $5,621,894.83 $5,612,318.01 $5,793,111.71 $5,549,449.03 92 $5,724,891.80 $5,704,583.39 $5,766,511.27 $5,963,891.02 $5,758,177.42 $5,624,062.89 $5,786,458.51 $5,650,224.76 $5,705,436.19 $5,920,622.55 93 $5,814,901.31 $5,609,079.90 $5,643,649.04 $5,823,698.87 $5,817,914.40 $5,607,401.99 $5,539,027.78 $5,656,373.02 $5,863,265.83 $5,862,690.42 94 $5,812,294.96 $5,904,589.85 $5,868,147.95 $5,800,958.53 $5,626,917.31 $6,018,746.40 $5,887,209.55 $5,621,126.28 $5,592,531.95 $6,043,942.44 95 $5,620,260.01 $5,698,452.46 $5,761,503.12 $5,866,817.61 $5,772,859.33 $5,366,7 09.88 $5,903,141.01 $5,593,099.87 $5,625,297.00 $5,787,726.98 96 $5,670,814.71 $5,466,739.41 $5,730,738.23 $5,334,568.89 $5,797,257.60 $5,819,286.78 $5,637,298.41 $5,751,536.70 $5,718,476.78 $5,842,434.66 97 $5,886,137.06 $5,411,559.81 $5, 456,185.90 $6,064,004.23 $6,128,679.15 $5,915,771.78 $5,946,221.37 $5,970,526.22 $5,697,905.30 $5,447,386.15 98 $5,563,640.84 $5,638,157.06 $5,741,020.45 $5,881,713.54 $5,458,365.58 $5,641,664.25 $5,766,116.70 $5,634,918.15 $5,918,733.30 $ 5,973,459.68 99 $5,799,925.55 $5,899,856.56 $5,885,979.79 $5,631,699.37 $5,731,228.12 $5,904,350.19 $5,759,104.61 $5,908,630.91 $5,854,297.53 $5,904,142.18 100 $5,372,367.38 $5,514,602.04 $5,793,562.06 $5,494,799.95 $5,411,755.84 $6,127,538 .11 $5,833,772.08 $5,811,202.56 $5,758,333.66 $5,821,179.03 Mean $5,732,294.00 $5,729,292.91 $5,719,146.17 $5,718,707.78 $5,737,802.03 $5,756,279.37 $5,715,760.24 $5,732,432.46 $5,728,151.02 $5,728,840.96 Std. Dev. $177,523.89 $152,392.80 $169,305.0 8 $174,774.66 $188,454.27 $167,650.42 $193,240.56 $140,884.76 $177,533.15 $161,303.67

PAGE 152

152 Exp. 11 Exp. 12 Exp. 13 Exp. 14 Exp. 15 Exp. 16 Exp. 17 Exp. 18 Exp. 19 Exp. 20 Exp. 21 $5,658,773.03 $5,800,634.94 $5,818,528.87 $5,652,732.58 $5,311,685.39 $5, 869,453.90 $5,766,573.98 $5,792,423.50 $5,892,198.83 $5,457,549.01 $6,087,588.28 $5,885,062.37 $5,770,327.61 $5,797,019.45 $6,023,558.36 $5,622,532.06 $5,569,056.55 $5,782,645.72 $5,866,838.95 $5,994,052.91 $5,399,187.62 $5,725,497.25 $6 ,034,941.42 $5,501,356.43 $5,465,807.59 $6,078,399.36 $5,755,241.85 $5,924,426.43 $5,823,195.79 $5,761,050.75 $5,750,701.87 $5,457,884.31 $5,871,202.15 $5,877,234.06 $5,912,695.39 $5,845,748.23 $5,523,952.30 $5,822,238.62 $6,208,278.30 $5 ,674,994.72 $5,749,782.47 $5,652,721.46 $5,609,840.37 $5,561,458.24 $5,905,745.16 $5,498,545.75 $5,696,651.40 $5,688,337.77 $5,625,225.42 $5,606,206.95 $5,758,177.42 $5,860,082.54 $5,553,212.78 $5,769,833.12 $5,651,035.64 $5,888,226.56 $ 5,693,667.01 $5,746,920.48 $6,087,048.90 $5,896,076.83 $5,485,615.44 $5,673,948.66 $5,731,565.99 $5,868,146.21 $5,836,519.34 $5,748,372.09 $5,906,151.65 $5,790,077.05 $5,593,730.90 $5,834,409.16 $5,633,107.06 $5,522,839.68 $5,379,950.10 $ 5,756,624.13 $5,547,090.88 $5,810,715.62 $5,637,970.49 $5,964,802.95 $5,867,647.56 $5,847,151.89 $5,891,619.59 $5,674,190.03 $5,667,961.99 $5,564,622.17 $5,823,763.80 $5,543,667.76 $5,926,536.40 $5,538,296.47 $5,844,036.69 $5,827,200.24 $5,387,229.06 $5,865,581.64 $5,642,376.56 $5,800,909.71 $5,545,454.35 $5,523,209.75 $5,830,884.42 $5,459,546.42 $5,986,802.67 $5,563,520.74 $6,032,410.87 $5,539,711.36 $5,682,897.02 $5,665,352.54 $5,710,591.26 $5,713,952.92 $5,540,182.55 $5,719,313.28 $5,639,596.49 $5,592,662.01 $5,725,289.15 $5,667,895.82 $5,933,866.37 $5,794,892.42 $6,228,149.37 $5,679,190.37 $5,699,492.64 $5,557,300.75 $5,737,984.77 $5,511,828.46 $5,643,400.50 $5,713,390.05 $5,506,965.57 $6,147,986.00 $5,530,503.77 $5,914,064.41 $5,540,638.27 $5,545,228.30 $6,063,695.26 $5,631,096.36 $5,906,839.26 $5,542,430.72 $5,787,081.35 $6,004,391.27 $5,447,465.54 $5,877,647.52 $5,761,101.03 $5,669,053.22 $5,762,760.49 $6,071,595.11 $5,851,547.70 $5,360,057.58 $5,576,801.74 $5,790,336.77 $5,923,625.01 $5,706,065.60 $5,751,435.12 $5,782,190.60 $5,679,641.60 $5,731,505.38 $5,784,086.43 $5,914,169.32 $6,021,755.31 $5,771,011.55 $5,948,058.56 $5,774,673.95 $5,800,805.28 $5,929,141.29 $5,930,427.97 $5,932,618.75 $5,519,600.40 $6,025,241.03 $5,644,901.09 $5,547,977.18 $5,576,599.12 $5,353,938.51 $5,746,944.94 $6,328,378.35 $5,765,318.98 $5,909,314.41 $5,673,732.21 $5,778,187.62 $5,490,363.28 $5,814,883.33 $5,746,299.19 $5,803,745.36 $5,687,632.41 $5,833,226.45 $6,020,929.95 $5,540,307.98 $5,770,959.40 $5,945,140.89 $5,963,247.66 $5,901,629.48 $5,713,959.52 $5,817,945.58 $5,383,617.95 $5,661,192.56 $5,608,182.13 $6,119,812.51 $5,805,515.41 $5,761,164.7 6 $5,841,941.39 $5,809,799.79 $5,834,784.34 $5,955,735.78 $5,741,239.82 $5,797,630.02 $5,629,478.94 $5,400,217.46 $5,509,320.78 $5,921,702.54 $5,859,219.74 $5,616,623.64 $6,124,519.03 $5,704,278.77 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$5,798,379.43 $5,697,246.62 $5,599,502.39 $5,712,026.72 $5,668,497.98 $5,673,600.47 $5,718,978.21 $5,901,947.52 $5,668,964.83 $5,830,497.96 $5,514,171.21 $5,676,662.86 $5,602,366.22 $5,764,409.00 $5,804,056.87 $5,566,749.78 $5,613,99 3.66 $5,758,551.85 $5,732,296.75 $5,955,564.08 $5,548,147.00 $5,723,634.15 $5,603,551.37 $5,730,326.83 $6,062,439.71 $5,545,560.18 $5,600,242.36 $6,038,306.54 $5,687,969.90 $5,746,415.30 $5,706,404.03 $6,022,386.36 $5,758,436.38 $5,894,5 71.64 $5,814,045.19 $5,910,391.37 $5,593,398.50 $5,770,747.52 $5,593,600.83 $5,834,660.07 $6,088,324.55 $5,590,359.90 $6,050,709.41 $5,871,407.83 $5,629,367.80 $5,735,132.14 $5,391,248.10 $5,440,205.66 $5,698,922.52 $5,658,958.90 $6,076,6 98.48 $5,535,518.50 $5,790,074.93 $6,024,239.43 $5,922,937.27 $5,904,159.84 $5,895,711.35 $5,652,565.14 $5,866,533.93 $5,903,876.61 $5,442,212.74 $5,569,941.41 $5,769,174.62 $5,393,411.09 $6,181,523.73 $5,837,511.95 $5,964,653.40 $5,826, 562.80 $5,742,387.77 $5,678,204.98 $5,734,556.33 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$5,828,066.77 $5,609,941.60 $5,553,363.78 $5,756,688.96 $5,966,393.59 $5,863,542.15 $5,698,938.71 $5,820,221.46 $5,553,601.42 $5,670,527.29 $5,8 73,314.76 $5,639,350.43 $5,938,067.95 $5,409,544.31 $5,619,583.60 $5,582,741.56 $5,730,659.79 $5,560,794.33 $5,690,276.23 $5,788,065.69 $5,615,065.59 $5,636,442.69 $6,046,405.24 $5,631,572.99 $5,665,100.59 $5,563,501.77 $5,835,454.21 $5,5 31,129.71 $5,891,160.67 $5,905,799.27 $5,657,943.70 $5,783,449.12 $5,906,581.88 $5,785,447.05 $5,851,503.77 $5,587,777.09 $5,609,542.35 $6,032,208.78 $5,714,860.96 $5,666,751.55 $5,892,384.75 $5,870,352.29 $5,791,670.73 $5,868,563.18 $5, 696,935.94 $5,768,561.76 $5,710,160.36 $5,760,310.74 $5,989,746.84 $5,889,082.31 $5,560,004.63 $5,865,068.54 $5,446,083.68 $5,594,908.72 $5,428,572.08 $5,836,020.08 $5,974,777.93 $5,837,955.32 $5,818,148.97 $5,710,048.26 $6,037,831.03 $5, 658,328.32 $5,937,884.69 $5,876,875.26 $5,661,796.46 $5,783,238.32 $5,888,134.68 $5,403,745.37 $5,806,353.04 $5,607,255.72 $5,743,349.46 $5,855,231.91 $5,882,004.35 $5,816,295.93 $5,477,360.15 $5,789,926.34 $5,639,628.53 $5,523,112.16 $5 ,697,621.57 $5,715,194.17 $5,521,782.94 $5,700,745.37 $5,688,765.67 $5,815,145.82 $5,765,005.11 $5,827,497.40 $5,771,592.61 $5,572,199.40 $5,594,103.31 $5,828,497.45 $5,837,392.99 $5,877,327.21 $5,788,644.44 $5,615,149.44 $5,770,445.92 $5 ,838,902.83 $5,926,078.05 $5,791,811.91 $5,635,074.13 $5,463,555.49 $5,736,409.97 $5,711,627.15 $5,892,399.09 $5,756,877.70 $5,646,365.04 $5,761,849.35 $5,521,227.93 $6,015,334.19 $5,959,863.61 $5,641,319.68 $5,782,325.37 $5,737,051.95 $ 5,908,072.16 $5,684,821.79 $5,898,690.44 $5,672,269.31 $5,598,753.39 $5,498,635.40 $5,736,780.64 $5,899,368.66 $5,759,354.75 $5,568,464.12 $5,705,639.77 $5,643,199.34 $5,743,679.68 $5,926,801.66 $5,817,914.40 $5,703,934.00 $5,355,835.24 $ 5,723,129.99 $5,554,931.29 $5,777,314.37 $5,761,968.29 $5,879,985.68 $5,816,392.11 $5,858,131.73 $5,526,995.53 $5,541,517.01 $5,741,399.04 $6,059,124.21 $5,811,971.14 $5,809,799.79 $5,500,028.65 $5,574,224.63 $5,741,660.82 $5,608,402.33 $5,562,439.77 $5,740,939.15 $5,283,308.40 $5,513,641.99 $5,512,647.58 $5,665,678.26 $5,785,802.19 $5,632,184.41 $5,809,089.37 $5,589,403.05 $5,757,212.23 $5,978,717.44 $5,822,816.46 $5,691,267.53 $5,717,089.01 $5,861,552.88 $5,598,525.23 $5,687,363.46 $5,474,677.31 $5,904,891.78 $5,963,416.08 $5,865,301.36 $5,475,714.40 $5,820,071.20 $5,708,618.99 $5,861,232.19 $6,079,688.82 $5,801,800.71 $5,860,031.81 $5,663,480.24 $5,573,706.68 $5,780,522.53 $5,678,049.55 $5,847,512.30 $5,639,266.24 $5,764,750.87 $6,087,622.46 $5,884,680.24 $5,481,727.20 $5,650,625.48 $5,885,871.40 $5,689,939.87 $5,654,616.67 $5,668,884.70 $5,643,740.24 $5,787,966.32 $5,625,627.97 $5,632,684.96 $5,552,070.39 $5,839,835.51 $5,414,918.72 $5,353,980.54 $5,614,380.80 $5,683,449.91 $5,939,895.29 $5,310,274.89 $5,608,096.24 $6,063,634.29 $5,552,298.97 $5,823,703.15 $5,567,729.55 $6,132,545.93 $5,663,751.65 $5,801,012.29 $5,577,299.78 $5,622,590.96 $5,861,758.63 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$5,668,779.16 $5,684,817.13 $5,915,048.42 $5,686,884.44 $5,634,526.62 $5,962,950.95 $5,599,538.72 $5,945,532.84 $5,721,090.40 $5,797,179.28 $5,629,387.16 $5,589,611.49 $5,803,555.79 $5,831,781.29 $5,691,562 .40 $5,472,685.48 $5,678,810.85 $5,788,718.91 $5,908,517.45 $5,701,522.87 $5,750,365.80 $5,620,975.71 $5,716,427.25 $5,978,427.24 $5,912,176.11 $5,689,119.29 $5,923,951.42 $5,753,992.00 $5,519,611.69 $5,727,332.17 $6,024,910.49 $5,501,711 .97 $5,769,994.25 $5,578,102.05 $5,841,162.76 $5,921,381.88 $5,352,628.26 $5,731,665.55 $5,886,098.52 $5,796,961.87 $5,830,192.76 $5,568,672.79 $5,754,529.18 $5,612,515.24 $5,945,512.97 $5,671,273.03 $6,200,142.28 $5,667,849.04 $5,684,21 3.53 $5,449,485.69 $5,848,675.17 $5,570,490.49 $5,856,766.14 $5,591,390.77 $5,784,831.68 $5,499,916.42 $5,879,315.81 $5,906,362.16 $5,865,723.44 $5,790,410.98 $5,817,557.06 $5,725,882.99 $5,453,399.39 $5,831,698.66 $5,707,677.47 $5,773,38 4.37 $5,735,043.84 $5,776,934.92 $6,157,705.57 $5,890,008.00 $5,818,496.88 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$5,981,855.10 $5,727,918.31 $5,777,982.70 $5,864,175.44 $5,504,147.33 $5,957,837.06 $5,672,759.66 $5,547,495.15 $5,568 ,690.65 $5,631,572.99 $5,738,945.85 $5,725,812.65 $5,851,962.92 $5,578,398.64 $5,795,719.69 $5,769,391.05 $5,913,652.26 $5,891,619.59 $5,779,333.00 $5,625,647.66 $5,697,153.95 $5,537,963.47 $5,854,190.68 $5,949,433.38 $5,573,066.66 $5,52 6,071.17 $5,826,237.42 $5,773,731.30 $5,470,252.55 $5,753,525.80 $5,542,502.26 $5,548,315.69 $5,602,354.62 $5,507,382.40 $5,827,837.54 $5,525,958.38 $5,640,053.36 $5,729,694.51 $5,880,832.18 $5,502,626.56 $5,636,110.21 $5,409,648.60 $5,69 6,109.39 $5,887,740.39 $5,784,671.31 $5,834,104.50 $6,089,106.88 $5,853,846.60 $5,859,324.15 $5,963,840.72 $5,754,582.40 $5,890,303.52 $5,739,743.79 $5,731,070.83 $5,965,985.21 $5,977,015.82 $5,521,392.36 $5,763,703.87 $5,650,808.14 $5,7 13,536.23 $5,795,984.46 $5,689,326.48 $5,783,518.98 $5,784,499.14 $5,895,886.99 $5,952,013.45 $5,782,320.33 $5,888,178.26 $5,653,463.53 $6,045,278.06 $5,696,907.75 $5,700,580.39 $5,591,321.10 $5,928,643.80 $5,694,995.04 $5,874,300.42 $5,5 06,009.31 $5,716,509.01 $5,664,776.79 $5,780,275.52 $5,603,965.61 $6,059,849.67 $5,921,757.55 $5,733,836.46 $5,960,345.64 $5,787,842.66 $5,700,788.37 $5,846,139.66 $5,740,220.89 $5,996,494.84 $5,705,252.24 $5,657,263.32 $5,637,461.93 $6, 094,280.27 $5,963,929.33 $5,708,348.51 $5,536,374.34 $5,820,661.33 $5,640,426.11 $5,722,223.47 $5,965,968.27 $5,357,978.85 $5,714,461.38 $5,771,607.77 $5,862,560.29 $5,737,474.38 $5,658,026.00 $5,812,453.05 $5,762,566.33 $5,627,861.40 $5, 363,062.53 $5,879,805.20 $5,718,966.36 $5,633,644.17 $5,853,932.48 $5,994,647.86 $6,221,274.59 $5,660,143.57 $5,862,885.53 $5,934,166.57 $5,884,083.83 $5,832,185.69 $5,804,829.66 $5,568,290.50 $5,629,345.42 $5,430,358.74 $5,631,445.48 $5 ,818,139.32 $5,465,794.54 $5,951,091.00 $5,498,084.26 $5,321,255.37 $5,994,337.64 $5,878,884.88 $5,716,702.60 $5,819,350.40 $5,483,856.32 $5,748,209.32 $5,719,162.54 $5,770,926.05 $5,583,185.85 $5,409,985.90 $5,670,354.73 $5,722,796.40 $5 ,677,015.94 $5,538,846.09 $5,773,242.10 $5,582,997.22 $5,610,970.66 $5,522,562.13 $5,807,922.88 $5,622,504.36 $5,913,757.18 $5,616,054.72 $5,450,449.94 $5,807,087.28 $5,686,516.57 $6,185,162.67 $5,895,114.74 $5,499,441.13 $6,034,607.23 $ 5,544,325.58 $5,674,628.54 $5,966,194.58 $5,505,612.80 $5,912,655.88 $5,363,231.07 $5,650,467.79 $5,667,634.52 $5,910,231.80 $5,651,726.36 $5,495,524.05 $5,780,898.61 $5,730,197.80 $5,690,789.50 $5,966,973.45 $5,638,898.85 $5,813,627.50 $5,847,764.04 $5,753,703.43 $5,729,395.74 $5,864,780.48 $5,839,944.04 $5,753,545.76 $5,806,025.51 $5,567,912.76 $5,750,824.81 $5,768,810.31 $5,679,272.70 $5,487,481.62 $5,992,020.08 $5,631,092.80 $5,630,048.07 $5,748,121.61 $5,685,221.95 $5,793,597.22 $5,679,190.37 $6,004,061.92 $6,072,764.83 $5,797,690.89 $5,726,414.20 $5,671,708.69 $5,936,393.56 $5,815,634.35 $5,425,257.33 $5,795,493.53 $5,652,597.51 $5,904,848.50 $5,454,943.36 $5,815,072.33 $5,998,516.37 $5,598,112.88 $5,602,081.58 $5,987,535.18 $5,803,397.45 $6,054,596.29 $5,751,864.70 $5,872,699.32 $5,717,781.70 $5,878,979.48 $5,741,095.94 $6,047,068.98 $5,490,809.95 $5,921,439.33 $5,688,727.00 $5,794,564.34 $5,531,986.75 $5,887,053.92 $5,798,755.14 $5,743,198.70 $5,857,794.65 $5,496,160.87 $5,795,506.37 $5,669,603.61 $5,732,296.75 $5,883,786.16 $5,970,809.40 $5,581,976.19 $6,028,451.86 $5,915,113.09 $6,019,548.60 $5,855,191.98 $5,292,558.49 $5,866,436.13 $5,555,084.99 $5,677,514.32 $5,614,745.97 $5,752,234.57 $5,713,626.04 $5,580,789.01 $5,813,534.24 $5,907,190.01 $6,126,952.98 $5,394,794.20 $5,394,413.07 $5,731,369.27 $5,764,158.41 $5,755,187.52 $5,753,018.33 $5,723,518.87 $5,730,272.16 $5,721,733.07 $5,764,422.68 $5,749 ,978.07 $5,713,279.13 $5,725,428.38 $169,352.97 $168,374.01 $176,441.86 $138,349.64 $188,163.38 $162,600.91 $158,778.85 $163,747.20 $189,099.43 $183,709.27 $171,094.38

PAGE 153

153 Exp. 22 Exp. 23 Exp. 24 Exp. 25 Exp. 26 Exp. 27 Exp. 28 Exp. 29 Exp. 30 Exp. 31 Exp 32 $5,831,176.65 $5,745,408.91 $5,575,873.56 $5,591,472.86 $5,932,273.03 $5,721,867.52 $5,507,257.98 $5,711,223.66 $5,849,590.03 $5,761,560.16 $5,779,400.67 $5,827,205.20 $5,747,705.14 $5,754,410.14 $5,712,711.43 $5,805,359.98 $5,701,51 4.10 $5,604,339.63 $5,828,821.48 $6,046,894.80 $5,885,957.94 $5,695,681.62 $5,794,342.54 $5,664,551.87 $5,695,768.50 $5,818,422.69 $5,588,119.44 $5,453,711.95 $5,866,865.05 $5,806,164.17 $5,764,369.41 $5,701,700.22 $5,773,708.40 $5,638,7 66.19 $5,673,788.65 $5,814,491.73 $5,859,181.21 $5,850,601.58 $5,778,998.24 $5,472,202.42 $6,086,610.80 $5,592,314.25 $5,695,768.50 $5,741,094.37 $5,411,227.42 $5,972,791.34 $5,769,852.04 $5,695,112.37 $5,613,002.87 $5,458,898.54 $5,606,4 28.26 $5,488,348.88 $5,795,280.69 $5,784,314.41 $5,905,240.34 $5,968,835.16 $5,827,594.40 $5,808,902.55 $5,427,508.72 $5,665,069.24 $5,787,583.20 $5,809,657.33 $5,256,900.96 $5,750,755.02 $6,375,724.95 $5,746,120.09 $5,568,293.65 $5,670, 996.31 $5,643,497.76 $5,686,519.80 $5,446,758.20 $5,756,999.69 $5,440,333.58 $5,622,712.43 $5,621,360.19 $5,794,163.62 $5,562,963.40 $5,534,057.12 $5,933,080.96 $5,502,147.23 $5,975,019.20 $5,817,561.34 $5,899,667.50 $5,681,203.76 $6,139, 213.84 $5,820,932.15 $5,634,746.37 $5,625,425.87 $5,973,184.01 $5,732,880.87 $5,857,852.55 $5,801,420.56 $5,767,291.87 $5,821,845.28 $5,944,964.08 $5,682,344.55 $5,821,032.28 $5,945,241.64 $5,762,978.97 $5,610,622.50 $5,843,659.01 $6,109 ,975.53 $6,024,186.56 $5,880,920.52 $5,731,943.75 $6,135,020.96 $5,821,711.29 $5,698,231.73 $6,002,897.81 $5,693,537.28 $5,616,614.17 $5,943,273.10 $5,622,187.49 $5,454,438.58 $5,642,468.23 $6,015,799.62 $5,444,766.40 $5,801,036.04 $5,526 ,818.93 $5,563,356.35 $5,657,921.97 $5,502,014.69 $5,823,073.26 $5,764,283.57 $5,922,100.20 $5,423,035.48 $5,405,848.57 $5,590,721.22 $5,818,268.71 $5,732,213.34 $5,768,411.12 $5,470,311.18 $5,689,386.53 $5,670,082.71 $5,865,823.93 $5,60 8,086.12 $6,065,966.61 $5,682,631.82 $6,021,594.50 $5,901,334.85 $5,740,685.31 $5,850,572.00 $5,657,331.12 $5,933,739.70 $5,973,729.93 $6,011,810.45 $6,085,057.37 $5,863,993.04 $5,646,079.30 $5,380,190.32 $5,616,488.02 $5,900,682.57 $5,75 8,947.90 $5,816,491.88 $5,632,265.19 $5,683,070.12 $5,694,393.66 $5,984,459.54 $5,917,996.51 $5,842,775.29 $5,714,202.12 $5,692,333.05 $5,937,630.90 $5,884,945.93 $5,708,249.42 $5,704,240.85 $5,635,780.36 $5,521,522.76 $6,006,225.43 $5,5 94,554.67 $5,755,163.82 $5,754,737.09 $5,830,176.21 $5,773,939.74 $5,785,338.10 $5,673,743.22 $5,678,440.70 $5,725,617.37 $5,681,625.07 $5,581,833.81 $5,733,769.11 $5,929,156.50 $5,577,462.99 $5,556,083.62 $6,062,261.44 $5,658,043.89 $5,8 21,667.53 $6,081,474.63 $5,730,813.86 $5,759,531.46 $5,854,141.45 $5,391,004.59 $5,735,524.32 $5,888,851.27 $5,977,071.07 $5,677,135.60 $5,674,438.49 $5,758,551.85 $5,559,118.50 $5,713,138.46 $5,586,282.23 $5,520,771.97 $5,758,664.17 $5, 902,525.36 $5,947,343.88 $5,708,249.42 $5,907,545.49 $5,743,990.72 $5,782,886.50 $5,745,557.97 $5,810,975.52 $5,845,626.79 $5,795,008.10 $5,532,592.15 $5,597,136.93 $5,982,137.95 $5,932,515.12 $5,554,796.38 $5,930,741.43 $5,759,513.55 $5 ,626,708.66 $5,495,049.18 $5,776,901.30 $5,942,853.78 $5,526,982.27 $5,595,645.29 $5,868,161.10 $6,149,150.89 $5,987,183.02 $5,786,984.75 $5,819,683.50 $5,623,025.41 $5,543,297.78 $5,697,888.83 $5,549,559.49 $5,625,641.53 $5,755,153.55 $5 ,483,462.38 $5,856,048.17 $5,831,698.66 $5,819,927.78 $5,885,682.23 $5,813,666.39 $5,767,713.87 $5,700,890.26 $5,846,709.44 $5,908,128.02 $5,402,042.45 $5,669,534.44 $5,744,153.19 $5,677,992.34 $5,527,896.83 $5,973,847.33 $5,953,284.96 $ 5,742,377.61 $5,863,442.65 $5,826,602.93 $5,708,100.30 $5,774,810.64 $5,806,888.73 $5,757,182.71 $5,782,190.60 $5,946,469.93 $5,592,955.83 $5,905,412.40 $5,939,542.28 $5,883,601.31 $5,737,761.08 $5,666,512.61 $5,894,773.10 $5,570,909.32 $ 5,793,205.99 $5,866,029.93 $5,811,697.10 $6,009,490.47 $5,691,304.45 $5,787,524.45 $5,594,424.91 $5,419,289.95 $5,540,972.89 $5,596,443.89 $5,145,484.49 $5,816,196.11 $5,681,890.15 $5,678,465.79 $5,855,185.83 $6,088,053.05 $5,639,755.30 $5,642,881.84 $5,791,605.62 $5,801,659.70 $5,640,144.42 $5,888,136.61 $5,756,095.64 $6,024,112.74 $5,569,941.41 $5,690,834.31 $5,696,415.86 $5,654,972.24 $5,916,304.03 $5,824,053.37 $5,875,036.87 $6,027,973.74 $6,072,199.15 $5,909,820.33 $6,075,353.39 $5,681,757.56 $5,882,421.98 $5,442,392.05 $5,761,047.39 $5,739,694.39 $5,880,270.48 $5,636,525.15 $5,594,535.25 $6,066,004.09 $5,974,248.06 $5,738,402.87 $5,500,609.65 $5,689,622.93 $5,884,594.19 $5,809,693.63 $5,671,246.94 $5,793,425.10 $5,903,356.23 $5,863,457.27 $5,737,187.18 $5,945,241.64 $5,546,709.43 $5,765,262.94 $5,607,890.87 $5,674,040.51 $5,688,148.12 $5,527,184.15 $5,619,469.34 $6,048,062.41 $5,590,054.22 $5,650,953.86 $5,734,528.30 $6,145,548.63 $5,782,645.72 $5,989,688.58 $5,720,997.74 $5,978,128.25 $5,720,987.22 $5,934,076.58 $5,647,931.24 $5,679,694.02 $5,636,970.28 $5,754,433.05 $5,659,234.95 $5,812,244.51 $5,787,504.95 $5,731,490.65 $5,728,371.60 $5,922,882.01 $5,870,104.70 $5,592,141.17 $5,646,312.76 $5,930,862.46 $5,756,501.11 $5,778,693.41 $5,778,981.49 $5,452,316.72 $5,878,272.39 $5,749,927.34 $5,881,774.89 $5,536,929.35 $5,634,504.25 $6,025,391.32 $5,710,548.61 $5,751,289.75 $5,630,897.70 $5,870,655.91 $5,726,888.60 $5,718,528.02 $5,757,809.74 $5,732,786.01 $5,625,772.86 $5,664,556.65 $5,513,526.01 $5,736,448.42 $5,907,450.05 $5,972,139.81 $5,515,655.01 $5,528,237.65 $5,665,354.63 $5,542,502.26 $5,488,124.92 $5,464,969.65 $5,716,035.0 2 $5,529,129.79 $5,650,192.36 $5,928,703.18 $5,741,574.59 $5,548,946.50 $5,546,983.16 $5,906,228.80 $5,760,018.92 $5,860,265.57 $6,113,909.08 $5,743,182.80 $5,448,918.86 $5,848,319.72 $5,556,484.96 $5,607,525.18 $5,838,635.43 $5,535,982.7 6 $5,862,409.41 $5,825,528.15 $5,447,635.05 $5,809,143.86 $5,981,456.29 $5,794,000.27 $5,381,349.96 $5,766,477.91 $5,629,417.15 $5,823,553.87 $5,596,294.00 $5,688,911.36 $6,185,600.04 $5,853,061.76 $5,552,298.20 $6,063,606.42 $5,918,032. 51 $5,615,587.05 $5,819,159.11 $5,700,702.17 $5,488,368.34 $5,771,153.23 $5,455,215.72 $5,801,264.42 $5,716,656.77 $5,806,694.38 $5,657,092.95 $5,931,191.18 $5,774,236.03 $5,812,318.31 $5,602,248.52 $5,639,921.57 $5,967,806.68 $5,745,192 .83 $5,788,718.91 $5,834,601.68 $5,572,827.51 $5,298,233.64 $5,689,168.02 $5,619,689.83 $5,806,577.43 $5,619,488.37 $5,753,871.90 $5,995,641.21 $5,600,850.41 $5,992,836.78 $5,672,502.06 $5,621,299.72 $5,710,176.13 $5,607,449.31 $5,792,223 .36 $5,751,276.49 $5,744,276.38 $5,874,370.10 $5,485,061.89 $5,745,710.26 $5,864,928.94 $5,670,415.60 $5,676,750.45 $5,504,926.79 $5,869,110.94 $5,835,711.95 $5,629,495.53 $5,763,967.25 $5,517,761.89 $5,741,293.20 $5,782,680.49 $6,075,76 4.21 $5,824,943.04 $5,560,141.94 $5,655,691.34 $5,700,829.63 $5,743,499.89 $5,457,607.25 $5,811,236.59 $5,628,656.64 $6,140,205.68 $6,004,736.33 $5,772,378.62 $5,880,135.25 $5,818,088.64 $6,019,548.60 $5,615,566.53 $5,910,860.45 $5,770,20 6.83 $5,956,967.74 $5,537,486.78 $5,410,011.74 $5,661,681.63 $5,630,482.89 $5,745,090.15 $5,689,653.22 $5,681,625.07 $5,954,789.05 $5,772,592.20 $5,659,466.62 $5,917,969.83 $5,806,279.51 $5,715,385.10 $5,603,476.59 $5,784,084.45 $5,586,7 30.65 $5,916,317.88 $5,835,500.14 $5,604,360.54 $5,703,445.69 $5,615,194.93 $5,697,747.40 $6,172,698.03 $5,996,494.84 $5,634,588.87 $5,834,810.68 $5,585,824.38 $5,900,902.04 $5,642,789.50 $5,933,169.78 $5,944,132.03 $5,767,838.22 $5,749,6 71.43 $6,078,112.77 $5,583,810.39 $5,774,432.88 $5,711,276.75 $5,759,239.27 $5,637,105.40 $5,676,862.86 $5,960,633.27 $5,728,811.63 $5,887,374.79 $5,850,345.26 $5,766,633.60 $5,835,463.32 $5,890,306.93 $6,020,609.19 $5,671,148.26 $5,701, 176.08 $5,872,527.35 $5,574,713.32 $5,798,192.35 $5,871,933.32 $5,647,181.75 $5,314,277.58 $5,558,700.20 $5,918,575.55 $5,667,607.80 $5,865,397.65 $5,701,606.73 $5,701,200.33 $5,538,777.17 $5,571,307.28 $5,769,941.20 $5,762,281.27 $5,619, 960.03 $5,836,155.39 $5,614,555.92 $5,686,867.18 $5,538,384.20 $5,644,047.50 $5,536,252.64 $5,853,362.57 $5,969,600.50 $5,714,489.09 $5,648,833.89 $5,802,731.55 $5,681,232.19 $5,453,500.01 $5,606,975.04 $5,937,764.36 $5,781,509.89 $5,429 ,466.95 $5,739,567.07 $5,698,535.19 $6,134,634.73 $5,907,391.40 $5,630,114.86 $5,833,264.17 $5,790,794.68 $5,443,760.82 $5,791,939.52 $5,600,627.07 $5,925,651.65 $5,923,592.88 $5,714,833.79 $5,779,703.69 $5,850,410.71 $5,838,601.66 $5,252 ,893.42 $5,974,685.10 $5,827,962.88 $5,563,790.34 $5,723,781.82 $5,766,716.68 $5,819,923.42 $5,438,881.24 $5,898,168.23 $5,736,682.27 $5,671,603.60 $5,507,347.14 $5,733,298.13 $5,745,953.39 $5,808,769.93 $5,731,943.75 $5,716,155.92 $5,79 7,142.69 $5,678,809.02 $5,964,164.73 $5,664,990.70 $5,721,155.17 $6,075,640.91 $5,939,796.12 $5,581,911.63 $5,448,212.47 $5,704,268.33 $5,703,802.14 $5,607,386.69 $6,031,365.86 $5,737,892.12 $5,936,963.94 $5,819,240.00 $5,423,649.66 $5,7 18,566.10 $5,636,736.24 $5,725,671.75 $5,704,749.18 $5,309,032.37 $5,721,222.21 $5,845,692.49 $5,766,862.57 $5,599,563.32 $5,602,635.10 $5,784,622.26 $5,686,988.86 $5,423,483.34 $5,636,861.03 $5,764,479.76 $5,752,416.11 $5,866,947.39 $6,1 24,519.03 $5,770,364.80 $5,899,368.66 $5,790,768.71 $5,923,118.36 $5,784,612.80 $5,688,240.45 $5,868,876.98 $5,583,075.83 $6,078,589.09 $5,817,685.98 $5,668,739.14 $5,719,000.37 $5,420,764.24 $5,895,611.21 $5,904,867.71 $5,974,664.87 $5, 952,594.04 $5,812,966.52 $5,738,332.67 $5,577,501.15 $5,689,693.65 $5,828,489.46 $5,812,000.38 $5,442,045.35 $5,797,355.38 $5,945,815.27 $5,732,406.09 $5,575,603.97 $5,628,432.11 $5,713,886.88 $5,694,079.20 $6,279,014.95 $5,858,269.92 $5, 676,165.40 $5,409,544.31 $6,121,594.42 $5,751,286.95 $5,866,632.60 $5,949,037.71 $5,758,672.02 $5,717,914.91 $5,772,975.50 $5,730,739.94 $6,041,299.69 $5,960,537.61 $5,725,029.23 $5,801,701.78 $5,485,061.89 $5,408,674.08 $5,779,851.37 $5 ,754,141.98 $5,811,282.67 $6,015,095.70 $5,755,092.90 $5,964,241.10 $5,654,000.56 $5,947,899.10 $5,833,621.36 $5,642,863.85 $5,399,666.42 $5,623,645.42 $5,731,665.58 $5,786,783.11 $5,672,870.72 $5,578,747.63 $5,380,123.68 $6,006,245.56 $5 ,707,300.10 $5,796,178.15 $5,339,082.41 $5,628,070.16 $5,847,480.42 $5,999,725.85 $5,559,795.28 $5,892,610.29 $5,623,353.71 $5,599,264.70 $5,602,314.32 $5,516,214.90 $5,768,268.76 $5,581,636.29 $5,937,218.72 $5,765,835.98 $5,966,048.09 $ 5,660,444.55 $5,614,156.48 $5,785,469.49 $5,871,001.88 $5,926,678.53 $5,620,569.07 $5,508,064.53 $5,838,437.80 $5,987,454.64 $5,896,505.67 $5,657,411.08 $5,499,782.71 $5,812,966.88 $5,841,796.82 $5,380,591.25 $5,821,956.71 $5,826,316.35 $ 5,686,297.21 $5,890,287.39 $5,622,781.30 $5,724,503.83 $5,553,592.41 $5,682,715.78 $5,874,819.02 $5,875,916.40 $5,755,398.40 $5,593,806.99 $5,847,406.99 $5,930,603.38 $5,926,973.75 $5,618,076.96 $5,734,613.80 $5,941,565.64 $6,011,528.10 $5,609,694.94 $5,459,366.42 $5,696,485.24 $5,651,470.72 $5,407,562.04 $5,961,950.72 $5,882,358.19 $5,907,042.87 $5,924,385.46 $5,622,728.03 $6,040,629.03 $5,673,045.07 $5,756,777.80 $5,485,982.01 $5,641,103.90 $5,870,863.93 $5,706,678.66 $5,184,651.89 $6,143,933.21 $5,794,892.42 $5,769,204.04 $5,419,441.35 $5,867,293.06 $5,928,212.68 $5,717,338.53 $6,049,244.23 $5,888,178.26 $5,821,098.41 $5,796,984.52 $6,160,316.56 $5,840,960.57 $5,831,726.75 $5,994,269.93 $5,684,383.46 $5,649,186.32 $5,835,532.03 $5,913,784.11 $5,960,649.23 $5,963,937.91 $5,853,846.60 $5,618,966.24 $5,507,593.49 $5,856,076.07 $5,964,608.00 $5,964,638.53 $5,600,991.44 $5,350,373.47 $5,786,249.88 $5,928,467.63 $5,902,058.10 $5,916,781.67 $5,767,296.41 $5,807,331.75 $5,474,420.94 $5,646,244.83 $5,667,930.25 $5,676,808.41 $5,566,554.53 $5,541,797.35 $5,842,026.93 $5,891,802.39 $5,788,718.91 $5,389,420.96 $5,704,737.76 $5,578,132.95 $5,727,584.80 $6,072,229.20 $5,778,700.64 $5,760,644.81 $5,640,937.73 $5,746,565.12 $5,972,176.36 $5,925,930.16 $6,035,550.62 $5,912,878.84 $5,618,589.81 $5,791,776.51 $5,479,693.48 $5,990,951.60 $5,757,149.86 $5,619,754.03 $5,589,592.59 $5,936,226.30 $5,608,936.99 $5,753,891.9 1 $5,698,955.46 $5,688,463.38 $5,809,252.74 $6,113,704.68 $5,599,951.83 $5,653,227.19 $5,647,238.02 $6,116,960.16 $5,316,276.88 $5,728,420.85 $5,537,508.65 $5,571,238.84 $5,766,531.54 $5,604,530.80 $5,756,080.06 $5,807,675.27 $5,755,467.1 0 $5,891,852.86 $5,557,644.99 $5,781,575.93 $5,395,466.57 $5,960,008.24 $5,842,877.06 $5,666,758.00 $5,620,683.30 $5,840,390.75 $5,560,493.19 $5,754,440.04 $5,788,764.44 $5,584,889.40 $5,837,219.14 $5,856,057.18 $5,843,920.13 $5,885,067. 30 $5,800,497.48 $5,623,235.60 $5,701,502.26 $5,854,281.87 $6,210,177.83 $5,752,972.87 $5,872,031.51 $5,738,077.48 $5,731,924.21 $5,937,028.74 $5,650,863.55 $5,763,797.00 $5,589,318.52 $5,747,462.72 $5,752,007.16 $5,990,793.28 $5,632,081. 91 $5,510,572.70 $5,565,622.63 $5,665,591.93 $5,954,650.28 $5,654,198.06 $5,619,123.94 $5,840,636.46 $5,799,066.32 $5,694,623.75 $5,662,806.55 $5,735,551.36 $5,574,313.68 $5,619,123.94 $5,538,018.53 $5,769,061.33 $5,699,539.87 $5,741,341 .32 $5,725,280.12 $5,715,054.40 $5,869,453.90 $5,699,449.72 $5,732,224.25 $5,376,371.73 $5,531,312.51 $5,885,475.92 $5,951,497.65 $5,562,188.42 $5,528,057.71 $5,833,312.24 $5,826,362.77 $5,712,694.85 $5,808,663.31 $6,002,887.39 $5,785,863 .80 $5,562,284.46 $5,582,893.27 $5,757,917.47 $5,917,434.28 $5,741,558.58 $5,793,968.27 $5,861,973.35 $5,498,913.23 $5,755,455.39 $5,567,801.04 $5,703,960.83 $5,924,194.74 $5,639,008.47 $5,754,297.59 $5,833,142.98 $5,803,230.70 $5,699,60 9.37 $5,782,424.49 $5,935,744.86 $5,815,055.17 $5,891,153.42 $5,715,643.05 $5,794,598.77 $5,806,876.36 $5,353,980.54 $6,097,695.32 $5,852,733.11 $5,413,974.39 $5,629,200.26 $5,892,106.49 $5,677,418.43 $5,504,304.71 $5,825,653.79 $5,905,13 2.78 $5,738,352.35 $5,435,204.88 $5,802,097.47 $5,705,163.37 $5,866,029.93 $5,738,381.46 $5,683,403.90 $5,690,619.83 $5,861,169.43 $5,495,783.80 $5,971,220.28 $5,610,711.52 $5,524,570.88 $5,806,991.78 $5,797,684.47 $5,825,083.75 $5,919,1 03.93 $6,102,016.23 $5,601,017.16 $5,617,526.44 $5,875,529.85 $6,091,236.70 $5,759,236.91 $5,609,330.74 $5,631,010.22 $5,703,616.29 $5,664,209.87 $5,646,632.47 $5,976,972.08 $6,091,468.89 $5,743,363.45 $5,596,499.66 $5,717,178.96 $5,601,6 83.48 $5,868,075.84 $5,922,968.81 $5,613,149.26 $5,689,340.42 $5,763,731.66 $5,617,825.79 $5,561,350.64 $5,629,577.11 $5,879,751.02 $5,603,369.03 $5,735,443.31 $5,749,585.14 $5,935,932.66 $5,629,342.32 $5,827,989.32 $5,757,503.42 $5,803, 324.84 $5,977,166.82 $6,069,437.50 $5,509,061.42 $5,578,508.13 $5,849,066.29 $5,578,665.69 $5,798,379.43 $5,497,814.29 $5,822,995.27 $5,978,128.25 $5,743,172.12 $5,734,718.89 $6,084,630.05 $5,880,717.04 $5,890,426.86 $5,392,417.46 $5,980 ,076.06 $5,648,657.04 $5,791,489.45 $5,828,949.80 $5,799,299.13 $5,327,953.56 $5,649,595.40 $5,717,378.73 $5,585,909.91 $6,127,230.47 $5,916,858.35 $5,372,779.73 $5,761,218.03 $5,499,482.09 $5,983,595.82 $5,962,714.71 $5,557,644.99 $5,578 ,381.15 $5,783,010.41 $5,842,728.33 $5,577,855.25 $5,753,594.34 $5,657,189.43 $5,783,078.15 $5,591,289.12 $5,482,355.75 $5,590,425.57 $5,965,968.27 $5,433,299.67 $5,687,524.41 $5,874,886.93 $5,719,531.06 $5,744,499.29 $5,654,929.22 $5,68 1,418.94 $5,722,993.87 $5,996,319.96 $5,648,170.72 $5,684,616.57 $5,588,390.28 $5,819,477.31 $5,841,826.54 $5,892,387.30 $5,981,836.70 $5,501,979.98 $5,841,386.48 $5,783,201.65 $5,870,360.42 $5,494,581.82 $5,769,491.83 $5,594,007.10 $5,54 0,899.14 $5,576,876.40 $6,092,484.65 $5,741,020.45 $5,740,957.10 $5,579,872.76 $6,010,445.95 $5,558,651.09 $5,804,425.95 $5,870,429.04 $5,430,148.84 $5,787,996.43 $5,501,318.02 $5,696,651.40 $5,880,762.58 $5,738,311.80 $5,764,143.40 $5,728 ,136.57 $5,741,202.34 $5,738,719.57 $5,743,238.87 $5,727,670.19 $5,776,253.60 $5,748,011.44 $5,771,651.68 $5,728,830.20 $184,329.98 $140,505.20 $137,421.45 $161,673.31 $171,385.41 $168,346.56 $199,125.09 $157,821.24 $167,648.97 $177,764.97 $179,485.60

PAGE 154

154 Exp. 33 Exp. 34 Exp. 35 Exp. 36 Exp. 37 Exp. 38 Exp. 39 Exp. 40 Exp. 41 Exp. 42 Exp. 43 $5,598,499.97 $5,865,525.25 $5,757,282.71 $5,336,844.78 $5,442,359.83 $5,907,239.36 $5,970,036.64 $5,727,084.55 $5,416,970.83 $5,443,319.47 $5,483,861.09 $5,737,564.33 $5,617,020.51 $6,040,724.94 $5,681,219.87 $5,567,800.57 $5,934,081.22 $5,670,814.71 $5,963,877.25 $5,772,592.20 $5,623,692.50 $5,915,842.61 $5,673,631.62 $5,784,003.11 $5,978,703.81 $5,705,008.13 $5,761,887.08 $5,701,911.93 $5,872,725.86 $5,491,507.69 $5,487,436.10 $5,712,209.56 $5,464,109.30 $5,704,097.11 $5,809,571.46 $5,927,648.66 $6,091,069.79 $5,795,246.24 $6,036,709.58 $5,604,997.56 $5,836,151.15 $5,931,950.47 $5,703,612.31 $5,662,244.80 $5,520,504.9 0 $5,673,358.77 $5,578,724.31 $5,672,027.90 $5,956,500.24 $5,621,303.80 $5,484,401.84 $5,885,623.18 $5,575,947.33 $5,570,690.22 $5,587,160.77 $5,417,794.66 $5,703,612.31 $5,376,989.15 $5,694,760.70 $5,753,765.27 $5,702,925.23 $5,685,639.1 0 $5,520,024.61 $5,926,078.05 $5,607,242.28 $5,834,889.91 $5,943,542.74 $5,711,551.81 $5,733,709.57 $5,815,648.12 $5,828,666.97 $5,928,010.15 $5,431,525.73 $5,947,213.98 $5,642,686.53 $5,998,903.14 $5,613,736.33 $5,657,873.04 $5,904,829. 43 $5,703,610.11 $5,721,398.95 $5,583,183.32 $5,636,776.81 $5,750,315.95 $5,797,815.28 $5,649,409.86 $6,013,772.91 $5,684,861.26 $5,575,807.48 $5,542,188.37 $6,028,787.70 $5,904,769.15 $5,961,852.31 $5,626,756.97 $5,743,647.82 $5,682,859. 31 $5,791,489.45 $5,739,564.42 $5,800,415.61 $5,971,509.31 $5,766,690.24 $5,573,518.94 $5,739,408.18 $5,665,655.45 $5,721,600.57 $5,864,432.17 $5,736,427.22 $5,678,185.03 $5,518,392.50 $5,808,706.51 $5,700,682.18 $5,679,875.58 $5,620,975 .71 $5,568,814.43 $5,772,634.34 $5,540,684.47 $5,523,634.80 $5,669,928.07 $5,495,630.24 $5,455,304.22 $5,735,195.90 $5,924,798.89 $5,789,048.52 $5,557,375.38 $6,014,223.25 $5,873,752.74 $5,492,453.49 $5,686,065.47 $5,901,885.83 $5,791,125 .28 $5,785,446.32 $5,647,208.55 $5,449,144.35 $5,674,994.72 $5,707,518.09 $5,909,299.15 $5,761,928.00 $5,872,750.17 $5,461,836.22 $5,436,339.32 $5,640,205.98 $5,598,370.68 $5,654,642.06 $5,449,314.35 $5,544,543.16 $5,847,954.34 $5,898,05 1.29 $5,940,240.58 $5,574,731.55 $5,544,834.94 $5,761,554.69 $5,572,392.88 $6,168,300.34 $5,924,240.24 $5,538,700.51 $5,986,290.41 $5,749,671.43 $5,733,675.04 $5,638,103.40 $5,583,587.68 $5,612,978.86 $5,831,481.59 $6,046,175.16 $5,547,23 4.13 $5,623,343.66 $5,730,377.39 $5,914,266.94 $5,761,456.65 $6,042,379.30 $5,591,379.97 $5,610,232.52 $5,593,600.83 $5,694,359.41 $5,727,074.26 $5,659,052.49 $5,850,175.14 $5,662,017.33 $6,033,268.06 $5,881,465.68 $5,408,670.48 $6,005,9 98.71 $5,785,532.78 $6,157,705.57 $5,729,957.74 $5,713,054.28 $5,866,029.93 $5,937,604.96 $5,916,139.82 $6,057,743.74 $5,870,157.66 $5,627,983.84 $5,865,641.38 $5,827,927.58 $5,937,692.95 $5,616,363.81 $6,063,401.68 $6,134,278.55 $5,649,1 22.11 $5,676,953.46 $5,761,526.89 $5,726,232.97 $5,668,993.51 $5,872,321.92 $5,673,006.03 $5,431,525.73 $5,753,109.03 $5,988,802.87 $5,866,214.18 $5,931,039.76 $5,504,926.79 $5,740,045.01 $5,847,138.24 $5,631,641.01 $5,535,985.86 $6,157, 427.42 $5,853,824.20 $5,882,924.78 $5,914,941.76 $5,604,313.23 $5,323,165.43 $5,555,502.25 $5,867,495.91 $5,680,239.61 $5,703,153.09 $5,727,177.58 $5,848,296.06 $5,604,066.30 $5,673,054.75 $5,421,427.19 $5,751,212.49 $5,688,923.56 $5,733 ,910.26 $5,605,046.00 $5,620,131.77 $5,752,551.45 $5,543,121.74 $5,699,413.91 $5,693,170.87 $5,589,756.09 $5,482,289.04 $5,612,240.82 $5,337,054.31 $5,613,291.26 $5,851,112.52 $5,383,713.64 $5,622,024.44 $5,705,499.44 $6,172,130.76 $5,883 ,389.50 $5,910,464.35 $5,962,269.55 $6,074,144.40 $5,876,384.86 $5,784,276.65 $5,947,365.07 $5,683,225.72 $5,966,980.62 $5,648,039.80 $5,787,061.15 $5,813,597.46 $5,765,369.72 $5,617,626.89 $6,136,126.30 $5,786,816.83 $5,637,275.14 $5,87 9,200.70 $5,923,632.03 $5,547,828.16 $5,881,742.21 $5,619,422.19 $5,520,431.69 $5,735,718.24 $5,724,911.69 $5,906,121.35 $5,570,197.92 $5,776,157.86 $5,842,728.33 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$5,604,360.54 $5,828,477.57 $5,639,536.44 $5,782,901.59 $5,643,582.58 $5,564,448.92 $5,850,591.02 $5,732,497.70 $5,726,821.70 $5,787,248.94 $5,962,422.28 $5,681,597.11 $5,514,678.26 $5,784,358.85 $5,476,961.45 $5,609,158.83 $5,717,378.73 $5,753,109.03 $5,679,617.31 $5,797,953.28 $5,502,455.77 $5,754,170.66 $5,754,340.12 $5,901,117.27 $5,897,612.02 $5,606,561.44 $5,786,215.09 $5,843,236.86 $5,536,846.95 $5,910,215.14 $5,534,479.29 $5,424,434.50 $6,149,937.08 $5,500,112.58 $6,059,869.58 $6,038,306.54 $5,470,528.37 $5,457,335.64 $5,448,059.64 $5,808,926.56 $5,975,046.87 $5,880,722.81 $5,853,355.44 $5,692,503.82 $5,882,259.35 $5,954,630.81 $5,468,432.88 $5,903,073.09 $5,812,000.44 $5,793,145.03 $5,803,235.84 $5,770,706.45 $5,667,436.47 $5,675,849.73 $5,706,331.54 $5,912,251.99 $5,782,403.77 $6,017,566.08 $5,838,609.79 $5,920,731.35 $5,610,438.36 $5,620,756.25 $6,016,882.39 $5,589,813.60 $5,744,276.38 $5,666,878.34 $5,807,357.61 $5,965,448.36 $5,679,792.26 $5,576,876.40 $5,708,523.97 $5,745,112.88 $5,402,662.43 $5,646,858.10 $5,884,680.24 $6,166,330.59 $5,665,245.97 $5,980,208.75 $5,494,891.1 5 $5,866,458.38 $5,677,223.30 $5,695,564.45 $5,705,163.37 $5,776,934.48 $5,736,922.97 $5,671,538.93 $6,089,665.84 $5,808,555.61 $5,707,810.14 $5,539,468.53 $5,422,928.72 $5,710,062.17 $5,841,472.54 $5,723,723.07 $5,608,500.03 $5,727,640.9 4 $5,632,043.29 $5,683,804.07 $5,393,871.56 $6,046,667.99 $5,897,320.89 $5,694,288.88 $5,764,786.36 $5,809,187.70 $5,702,666.11 $5,713,155.00 $5,849,027.37 $5,883,445.07 $5,576,599.12 $5,754,575.06 $5,734,556.33 $5,797,047.99 $5,485,457. 60 $5,938,692.39 $5,672,165.30 $5,648,266.80 $5,359,737.50 $5,659,557.62 $5,645,150.19 $5,644,675.08 $5,668,846.67 $5,478,279.68 $5,474,844.77 $5,712,470.31 $5,888,565.93 $5,684,289.99 $5,582,276.09 $5,841,196.70 $5,583,020.88 $5,558,292 .44 $5,508,669.00 $5,643,194.30 $5,875,414.33 $5,897,259.25 $5,621,463.01 $5,960,903.91 $5,722,393.73 $6,054,326.62 $5,707,290.93 $5,674,950.54 $5,684,514.49 $5,526,641.96 $5,637,233.49 $5,793,185.91 $5,592,029.95 $6,170,713.83 $5,993,139 .48 $5,610,040.81 $6,210,974.97 $5,393,468.51 $5,718,523.06 $5,805,326.61 $5,628,597.94 $5,797,092.06 $5,894,226.31 $5,846,515.17 $5,528,558.18 $5,980,788.33 $5,493,463.45 $5,446,195.15 $5,768,510.07 $5,751,023.02 $5,514,011.43 $5,864,21 1.03 $6,049,674.19 $6,050,371.46 $6,047,613.38 $5,457,604.05 $5,655,804.97 $5,784,231.31 $5,921,216.05 $5,717,128.32 $5,780,361.62 $5,776,023.22 $5,856,801.20 $5,852,302.38 $5,575,483.61 $5,890,895.04 $5,636,157.29 $5,464,926.13 $5,710,71 4.64 $5,825,096.36 $5,706,451.56 $5,738,993.19 $5,703,005.70 $5,762,115.24 $5,731,124.81 $5,758,043.70 $5,745,631.11 $5,723,578.00 $5,726,489.28 $5,728,883.40 $5,751,044.61 $5,704,022.68 $5,736,456.78 $149,260.68 $165,530.66 $171,583.31 $172,774.76 $ 161,597.24 $186,343.85 $176,647.34 $152,354.89 $174,262.94 $179,832.66 $145,161.70

PAGE 155

155 Exp. 44 Exp. 45 Exp. 46 Exp. 47 Exp. 48 Exp. 49 Exp. 50 Exp. 51 Exp. 52 Exp. 53 Exp. 54 $5,459,150.80 $5,618,926.41 $5,604,480.41 $5,734,207.32 $5,608,745.62 $5, 788,561.23 $5,511,769.08 $5,756,877.70 $5,618,957.88 $5,570,037.04 $5,709,947.82 $5,816,574.99 $5,692,711.45 $5,686,208.22 $6,069,651.16 $5,816,140.69 $6,037,155.71 $5,878,363.81 $5,792,083.37 $5,766,180.15 $5,660,434.14 $5,580,942.96 $5 ,668,586.44 $5,780,430.71 $5,715,366.14 $5,756,838.61 $5,472,016.36 $5,898,334.77 $5,897,048.35 $6,223,217.48 $5,471,752.14 $5,739,564.42 $5,732,489.07 $5,691,537.61 $5,911,080.96 $5,994,653.98 $5,727,766.31 $5,706,109.34 $5,780,127.82 $5 ,687,169.85 $5,994,986.57 $5,856,434.92 $5,797,696.85 $5,995,593.65 $5,757,906.52 $5,725,827.85 $5,940,324.06 $5,830,871.74 $5,707,743.29 $5,638,285.76 $5,883,767.65 $5,864,509.14 $5,978,716.52 $5,804,725.14 $5,594,502.90 $5,528,071.86 $ 5,671,028.92 $5,800,460.30 $5,730,486.19 $5,569,256.52 $6,120,733.82 $5,711,251.94 $5,671,737.33 $5,657,882.04 $6,165,265.41 $5,916,336.64 $5,700,918.48 $5,715,168.19 $5,701,698.59 $5,647,056.41 $5,417,208.99 $5,536,374.34 $5,698,123.45 $ 5,586,072.85 $5,779,311.57 $5,729,002.14 $5,142,728.92 $5,506,841.83 $5,618,803.33 $5,741,847.11 $5,338,887.79 $5,600,015.74 $6,057,615.90 $5,799,827.39 $6,061,720.51 $5,698,874.12 $5,787,814.91 $5,539,886.73 $5,943,600.34 $5,459,832.08 $5,914,169.32 $5,869,051.10 $5,589,839.90 $5,731,272.82 $5,798,634.06 $5,688,654.78 $5,603,016.02 $5,693,023.52 $5,480,614.67 $5,788,538.61 $5,788,032.32 $5,877,520.05 $5,870,062.80 $5,694,980.10 $6,033,462.78 $5,778,663.70 $5,640,644.81 $5,576,437.01 $5,464,064.31 $5,758,180.22 $5,660,784.77 $5,768,681.74 $5,604,282.01 $5,833,894.39 $5,975,352.33 $5,690,619.83 $5,799,395.77 $5,583,870.41 $5,907,434.28 $5,727,605.90 $5,524,343.89 $5,744,133.18 $6,018,211.66 $5,388,186.90 $5,452,874.25 $5,712,280.10 $5,944,585.15 $5,512,153.65 $5,457,549.01 $5,785,323.42 $5,939,635.06 $5,506,621.07 $5,719,553.19 $5,435,642.89 $5,648,504.82 $5,951,267.10 $5,685,846.04 $5,882,365.74 $5,668,446.32 $5,770,598.55 $5,796,069.57 $5,680,923.58 $5,646,023.21 $5,841,913.03 $5,391,076.22 $5,978,091.24 $5,725,011.18 $5,848,681.45 $6,024,141.45 $6,065,795.08 $6,054,953.66 $5,718,843.39 $5,703,238.84 $5,352,640.04 $5,834,137.08 $5,949,478.81 $5,689,581.31 $5,889,274.47 $5,539,362.25 $5,782,120.83 $5,391,049.25 $5,812,307.35 $5,615,945.07 $5,740,289.48 $5,754,632.31 $5,905,953.26 $5,883,509.53 $5,836,372.25 $5,507,588.65 $5,575,479.28 $5,864,993.71 $6,031,032.92 $5,810,143.49 $5,880,270.48 $5,607,067.57 $5,698,499.87 $6,026,939.38 $5,849,697.32 $5,589,376.60 $5,624,733.21 $5,840,509.60 $5,564,379.16 $5,541,619.00 $5,650,953.86 $5,571,867.49 $5,863,199.01 $5,789,234.55 $5,449,529.03 $5,959,497.76 $5,955,323.93 $5,724,027.17 $5,587,701.8 1 $5,654,064.87 $6,045,430.57 $5,670,915.32 $5,733,294.74 $5,355,501.36 $5,647,655.93 $5,804,960.11 $5,715,004.60 $5,748,115.06 $5,888,982.27 $5,958,355.16 $5,843,500.72 $5,933,779.01 $5,551,852.47 $5,552,502.70 $5,670,578.36 $5,711,666.0 6 $5,414,743.55 $5,809,540.51 $5,493,693.85 $5,686,325.70 $5,734,975.90 $5,928,309.59 $5,568,273.73 $5,924,287.24 $5,811,507.99 $5,421,775.71 $5,602,842.10 $5,419,234.06 $5,691,261.36 $5,834,318.02 $5,659,721.56 $5,568,802.01 $5,990,456. 90 $5,611,641.50 $5,631,845.13 $5,585,309.37 $6,154,319.42 $5,818,871.65 $5,684,824.23 $5,737,167.25 $5,739,698.58 $5,666,878.34 $5,722,988.77 $6,036,697.53 $5,488,027.30 $5,745,594.94 $6,061,806.45 $5,758,635.98 $5,906,616.20 $5,845,135 .45 $5,724,054.31 $5,782,908.40 $5,887,476.22 $6,181,523.73 $5,976,749.54 $5,811,558.66 $5,739,582.82 $5,677,689.26 $5,823,215.15 $5,747,890.71 $5,870,862.71 $5,453,691.73 $5,630,540.80 $5,693,537.28 $6,007,625.20 $5,694,936.49 $5,931,757 .28 $5,629,120.54 $5,669,068.78 $5,986,290.41 $5,805,598.10 $5,890,586.68 $6,147,427.64 $5,793,968.27 $6,024,578.80 $5,911,021.26 $5,577,362.29 $5,516,040.29 $5,300,899.76 $5,635,073.15 $5,630,447.96 $5,904,781.62 $5,451,072.78 $5,713,58 8.93 $5,791,637.01 $5,695,111.71 $5,734,556.33 $5,710,238.23 $5,757,684.77 $5,799,138.21 $5,767,728.52 $5,790,914.61 $5,510,124.38 $5,960,653.35 $5,679,967.52 $5,480,431.61 $5,662,592.92 $5,644,424.05 $5,715,266.10 $5,620,283.61 $5,991,74 1.66 $5,695,399.82 $5,725,818.60 $6,047,052.24 $6,059,218.78 $5,530,531.81 $5,733,148.83 $5,657,402.90 $5,730,805.72 $5,595,806.59 $5,820,943.42 $5,605,575.71 $5,333,376.30 $5,435,041.95 $5,751,079.27 $5,635,184.93 $5,583,912.57 $5,573,8 40.33 $5,496,407.15 $5,729,957.74 $5,629,960.83 $5,723,274.55 $5,766,447.90 $5,886,903.54 $5,901,452.24 $5,467,967.19 $5,643,034.49 $5,844,390.59 $6,018,407.06 $5,568,850.40 $5,835,966.24 $5,887,971.06 $5,897,034.57 $5,959,625.54 $6,080,8 10.57 $5,993,257.46 $5,678,423.76 $5,752,378.85 $5,808,657.79 $5,934,907.56 $5,749,249.69 $5,884,852.97 $5,718,094.93 $5,702,226.66 $5,745,653.71 $5,527,144.46 $5,757,309.46 $6,015,095.70 $5,588,631.79 $5,911,420.29 $5,696,485.24 $5,977, 653.06 $5,679,592.93 $5,972,440.08 $5,792,731.05 $5,826,385.45 $6,410,939.54 $6,028,877.60 $5,725,488.72 $5,674,207.56 $6,077,787.18 $5,470,113.78 $5,767,003.98 $5,945,393.34 $5,886,003.70 $5,849,850.01 $5,687,459.14 $5,826,790.42 $5,340, 842.14 $5,528,649.92 $5,579,468.49 $5,796,763.55 $5,770,923.60 $5,430,420.45 $5,555,457.25 $6,150,339.19 $5,740,067.13 $5,474,399.45 $5,841,223.58 $5,606,414.81 $5,664,492.05 $5,870,157.66 $5,664,076.58 $5,949,956.06 $5,771,974.52 $5,884 ,007.31 $5,507,131.15 $5,851,008.57 $5,909,939.55 $6,045,197.32 $5,763,269.94 $5,776,623.43 $5,848,717.04 $5,882,167.50 $5,671,858.39 $5,866,656.64 $5,753,900.60 $5,472,574.24 $5,895,748.81 $5,536,607.71 $5,694,973.53 $6,037,954.47 $5,914 ,491.49 $5,963,877.25 $5,740,120.99 $5,412,132.87 $5,803,171.56 $5,535,741.43 $5,800,703.17 $5,788,194.59 $5,601,717.37 $5,831,624.46 $5,703,954.59 $5,669,028.76 $5,778,590.17 $5,759,660.52 $5,734,192.84 $5,735,726.00 $5,555,960.64 $5,72 1,367.44 $5,978,337.24 $5,730,739.68 $5,935,004.17 $5,787,713.15 $5,870,838.06 $5,948,652.50 $5,757,835.78 $5,808,503.10 $5,831,857.72 $5,592,518.77 $5,819,006.74 $5,475,899.08 $5,503,260.77 $5,793,595.57 $5,522,885.28 $5,801,699.38 $5,9 22,232.38 $5,847,155.21 $5,373,050.26 $5,845,241.30 $5,701,056.19 $6,109,461.21 $5,764,662.02 $5,608,075.97 $5,520,730.63 $5,560,837.97 $5,763,219.25 $5,748,020.58 $5,608,005.27 $5,796,267.13 $5,916,761.96 $5,511,781.93 $5,688,603.83 $5,7 36,897.44 $5,927,097.45 $5,553,541.09 $6,019,961.20 $5,759,170.72 $5,829,935.77 $5,355,897.27 $5,873,326.32 $5,802,731.55 $5,383,684.68 $5,846,792.02 $5,857,335.38 $5,918,486.12 $5,341,072.58 $5,999,648.94 $5,445,211.60 $5,376,387.04 $5, 802,415.69 $5,723,854.78 $5,995,521.66 $5,856,443.20 $5,879,524.59 $5,922,884.68 $6,078,469.03 $5,699,539.75 $5,911,595.41 $5,661,331.66 $5,743,246.66 $5,722,278.56 $5,649,386.15 $5,705,380.80 $5,785,096.15 $5,845,604.89 $5,737,455.16 $5, 752,267.47 $5,643,372.89 $5,712,028.51 $5,764,019.69 $5,534,749.52 $5,604,647.91 $5,597,074.59 $5,466,990.02 $5,666,243.19 $5,962,746.66 $5,480,431.61 $5,721,157.93 $5,623,080.26 $5,738,987.84 $5,964,133.13 $5,657,411.72 $5,533,007.39 $5 ,293,884.61 $5,898,513.29 $5,787,657.97 $5,865,683.29 $5,807,861.26 $5,675,865.89 $5,619,197.00 $5,791,670.73 $5,958,550.20 $5,530,282.79 $5,776,224.31 $5,733,186.45 $6,015,715.36 $5,866,029.16 $5,630,404.93 $5,743,772.91 $5,895,860.25 $5 ,704,356.32 $5,792,859.95 $5,879,656.26 $5,798,011.94 $5,285,795.69 $5,405,612.35 $5,954,685.02 $5,443,531.98 $5,791,490.38 $5,799,108.75 $5,819,458.64 $5,710,316.39 $5,793,632.10 $5,752,156.38 $5,994,635.45 $5,943,683.78 $6,067,481.38 $ 5,841,984.54 $5,945,853.86 $5,731,347.10 $5,643,400.50 $5,550,374.17 $5,635,900.28 $5,608,484.90 $5,656,667.90 $5,899,602.26 $5,661,682.48 $5,708,240.75 $5,706,049.75 $5,674,402.00 $5,685,605.50 $5,532,846.84 $5,786,693.42 $5,939,563.25 $ 5,556,227.47 $5,719,856.67 $5,881,984.25 $5,730,013.37 $5,659,293.58 $5,558,909.13 $5,899,368.66 $5,588,675.42 $5,872,636.63 $5,739,000.53 $5,869,835.91 $5,791,431.32 $5,729,180.82 $5,334,443.52 $5,852,918.09 $6,097,850.44 $5,652,542.76 $5,974,150.65 $6,086,949.55 $5,950,132.44 $5,752,329.43 $5,834,843.23 $5,897,500.74 $5,582,738.94 $5,622,122.78 $5,545,073.77 $5,917,452.41 $5,868,352.30 $5,908,636.39 $5,959,627.16 $5,660,561.67 $5,670,392.67 $5,616,287.83 $5,493,062.74 $5,628,003.51 $5,706,295.77 $5,737,624.96 $5,578,725.97 $5,788,774.02 $5,912,222.67 $5,662,488.34 $5,961,586.71 $5,745,204.06 $5,691,226.48 $5,793,942.65 $5,466,489.86 $6,019,879.17 $5,708,086.18 $6,005,412.14 $5,859,218.40 $5,692,982.19 $5,848,066.97 $5,751,545.54 $5,612,650.68 $5,646,290.68 $5,558,269.36 $5,815,176.48 $5,956,858.73 $5,795,778.76 $5,850,321.75 $5,847,545.93 $5,585,824.38 $5,776,371.90 $6,003,510.24 $5,920,898.24 $5,591,260.95 $5,637,489.95 $5,693,295.46 $5,421,427.19 $5,605,005.59 $5,869,907.56 $5,834,519.44 $5,754,109.33 $5,627,266.62 $5,810,623.60 $5,984,981.09 $6,084,630.05 $5,113,685.72 $5,722,401.24 $5,683,558.05 $5,452,528.68 $6,125,336.96 $5,656,535.77 $5,748,524.83 $5,666,001.37 $5,521,612.34 $5,776,319.07 $5,767,758.34 $5,683,667.27 $5,616,252.40 $5,833,641.58 $5,541,567.46 $5,724,284.04 $5,891,692.47 $6,048,375.22 $5,729,706.32 $5,511,263.81 $5,814,024.94 $5,628,292.19 $5,579,345.37 $5,814,863.10 $5,771,869.0 1 $5,735,044.25 $6,043,511.66 $5,599,630.86 $5,798,369.73 $5,980,981.38 $5,671,986.69 $6,055,274.70 $5,972,463.28 $5,525,777.93 $5,957,257.75 $5,874,163.10 $5,753,421.98 $5,926,338.83 $5,752,088.13 $5,553,304.40 $5,610,096.87 $5,706,109.3 4 $5,639,387.81 $5,853,593.67 $5,933,978.01 $5,534,736.70 $5,775,904.41 $5,740,836.06 $5,981,472.86 $5,779,596.44 $5,447,830.33 $5,399,890.00 $5,541,583.38 $5,554,796.38 $5,566,749.78 $5,749,291.04 $6,087,741.18 $5,749,978.35 $5,579,755. 83 $5,639,730.97 $5,636,157.29 $5,821,366.38 $5,620,030.63 $5,382,927.22 $5,635,101.61 $5,739,347.00 $5,564,517.94 $5,982,003.33 $5,601,475.11 $5,729,994.79 $5,780,082.27 $5,292,995.92 $5,626,688.05 $5,750,883.41 $5,690,251.54 $5,783,939. 92 $5,844,105.91 $6,153,104.43 $5,572,482.92 $5,693,744.39 $6,009,201.20 $5,685,230.29 $5,742,107.78 $6,006,748.51 $5,755,092.50 $5,968,428.07 $5,504,399.06 $5,616,182.47 $5,854,396.73 $5,901,925.27 $5,865,963.56 $5,829,720.93 $5,538,166 .01 $5,759,636.42 $5,798,441.46 $5,584,415.62 $5,768,719.61 $5,712,622.92 $5,517,316.59 $5,528,996.04 $5,742,327.46 $5,595,846.22 $5,717,492.65 $6,037,784.33 $5,632,518.90 $5,735,903.33 $5,666,760.83 $5,692,924.30 $5,482,602.82 $5,654,699 .69 $5,952,235.70 $5,843,905.11 $5,525,317.10 $5,988,699.19 $5,567,400.95 $5,777,314.37 $5,937,632.75 $5,710,930.86 $5,574,138.44 $5,719,151.83 $5,700,217.42 $5,701,107.47 $5,734,210.06 $5,841,856.75 $5,755,363.57 $5,891,829.34 $5,567,74 9.11 $5,670,211.43 $5,887,399.82 $5,753,058.22 $5,727,536.05 $5,426,480.15 $5,876,731.10 $5,861,056.14 $5,695,261.91 $5,592,436.03 $5,719,838.39 $6,113,938.49 $5,600,763.30 $5,590,760.39 $5,564,821.19 $5,662,497.17 $5,617,743.57 $5,629,59 0.02 $5,414,111.06 $5,881,302.82 $5,652,898.56 $5,482,090.38 $5,615,469.49 $5,570,444.20 $5,762,268.74 $5,549,423.85 $5,379,304.77 $5,511,521.82 $5,550,937.32 $5,572,670.93 $5,787,120.30 $5,713,474.83 $5,637,662.60 $5,682,529.33 $5,907,9 17.68 $5,797,384.93 $5,693,136.78 $5,511,346.10 $5,640,959.99 $5,959,391.26 $5,645,349.93 $5,585,911.94 $5,813,954.04 $5,935,086.55 $5,350,992.66 $6,053,947.92 $5,862,526.24 $5,695,449.67 $5,615,121.98 $5,844,630.06 $5,683,720.11 $5,791,5 46.68 $5,697,881.86 $5,985,830.49 $5,705,974.67 $5,867,923.72 $5,733,801.35 $6,003,413.91 $5,909,553.06 $5,765,541.49 $5,705,798.30 $5,841,582.51 $5,730,047.32 $5,686,820.49 $5,823,706.97 $5,756,838.61 $5,659,266.36 $5,757,769.79 $5,751, 072.01 $5,726,721.60 $5,598,381.57 $5,786,822.51 $5,912,584.71 $5,584,415.62 $5,740,261.43 $5,654,572.62 $5,760,519.02 $6,001,120.38 $5,833,264.17 $5,753,590.35 $5,648,561.54 $5,747,949.49 $5,682,978.27 $5,723,129.99 $5,711,866.08 $5,747 ,067.76 $5,675,269.85 $5,802,424.47 $5,966,696.99 $5,823,348.96 $5,517,311.85 $6,071,522.85 $5,802,974.16 $5,617,600.39 $5,646,008.22 $5,862,798.15 $5,819,761.16 $5,899,059.83 $5,833,957.11 $5,629,453.30 $6,031,061.11 $5,628,596.17 $5,651 ,392.03 $5,599,726.11 $5,670,931.35 $5,719,313.28 $5,606,790.11 $5,993,217.68 $5,685,282.48 $5,783,718.35 $5,715,350.56 $5,834,200.16 $5,821,934.05 $5,779,213.49 $5,823,073.48 $6,087,665.68 $5,907,728.09 $5,771,993.14 $5,534,911.34 $5,88 4,283.74 $5,854,552.13 $5,421,786.31 $5,914,509.54 $5,686,305.01 $6,037,439.88 $5,889,826.97 $6,237,798.64 $6,046,046.29 $5,536,434.61 $5,770,647.64 $5,687,842.41 $5,530,883.75 $5,935,004.17 $5,734,575.23 $5,784,715.23 $5,217,479.33 $5,75 1,584.25 $5,794,025.89 $5,716,554.23 $5,935,903.21 $5,990,498.93 $5,859,529.67 $5,832,132.74 $5,633,772.56 $5,503,856.74 $5,450,061.76 $5,859,899.76 $6,015,466.57 $5,869,684.84 $5,729,063.38 $5,669,660.45 $5,587,065.10 $5,629,478.94 $5,8 83,238.85 $6,165,149.92 $5,622,501.16 $5,649,386.15 $5,698,706.75 $6,132,312.30 $5,678,891.96 $5,468,932.26 $5,472,870.67 $5,648,504.82 $5,720,931.62 $5,569,216.91 $5,742,400.96 $5,781,570.32 $5,879,415.04 $5,624,392.74 $5,771,368.95 $5,6 78,694.05 $5,707,160.11 $5,695,999.30 $5,546,050.57 $5,821,280.12 $5,623,030.50 $5,907,337.36 $5,895,277.98 $5,629,687.07 $6,019,961.20 $5,941,725.23 $5,644,523.40 $5,679,960.47 $5,960,848.53 $5,934,340.28 $5,486,710.99 $6,130,634.58 $5, 783,983.16 $5,737,683.15 $5,943,827.85 $6,101,624.73 $5,768,336.33 $5,591,925.50 $5,638,914.95 $5,757,769.79 $5,570,742.02 $5,966,968.07 $5,761,307.91 $5,842,229.81 $5,523,995.31 $5,707,485.26 $5,898,789.55 $5,853,553.59 $5,973,314.99 $5, 659,341.28 $5,565,893.74 $5,939,661.67 $5,668,234.42 $6,019,750.09 $5,837,300.64 $5,716,498.40 $5,517,284.03 $5,812,422.73 $5,800,864.61 $5,720,946.53 $5,568,010.07 $5,891,961.08 $5,606,396.31 $5,867,601.31 $5,772,809.26 $5,885,943.60 $5 ,859,566.89 $5,616,507.66 $6,001,043.29 $5,716,669.36 $5,728,000.66 $5,680,514.45 $5,822,909.47 $5,692,991.16 $5,640,779.84 $5,820,456.14 $5,852,893.17 $5,499,663.36 $5,767,558.00 $5,986,090.37 $5,724,908.82 $5,712,291.56 $5,761,880.77 $5 ,782,192.81 $5,891,732.06 $5,480,404.41 $5,800,996.46 $5,742,604.68 $5,542,621.08 $5,425,850.24 $5,780,907.70 $5,694,934.25 $5,379,219.68 $5,481,078.42 $5,631,158.32 $5,946,165.18 $5,772,811.27 $5,673,675.26 $5,683,638.29 $5,735,208.33 $ 5,715,042.58 $5,661,184.36 $5,657,924.09 $5,783,575.05 $5,651,704.23 $5,706,097.20 $5,660,805.14 $5,469,803.60 $5,896,010.15 $5,355,715.32 $5,739,139.38 $5,802,778.65 $5,673,160.19 $5,977,653.06 $5,934,228.43 $6,178,859.21 $5,578,724.31 $5,440,600.62 $5,811,751.75 $5,665,069.24 $5,997,564.92 $5,851,108.48 $5,553,087.95 $5,673,543.43 $5,596,443.89 $5,516,364.84 $5,810,321.58 $5,639,697.61 $5,908,941.55 $5,665,678.26 $5,646,304.59 $5,905,409.34 $6,038,310.17 $5,917,427.49 $5,812,604.10 $5,792,514.97 $5,714,197.88 $5,758,641.32 $5,623,295.46 $5,740,699.41 $5,666,884.62 $5,663,650.87 $5,540,539.82 $5,644,109.36 $5,773,790.27 $5,420,722.89 $5,915,375.49 $5,692,490.60 $5,889,239.18 $5,466,068.61 $5,845,928.09 $5,636,057.11 $5,812,782.99 $5,531,312.51 $5,796,986.62 $5,838,506.81 $6,026,645.12 $5,680,021.75 $5,586,500.85 $5,701,259.99 $5,319,147.28 $5,741,319.26 $5,758,645.10 $5,720,220.04 $5,991,196.39 $5,471,558.08 $5,970,804.97 $5,596,102.72 $6,261,874.44 $5,824,961.67 $5,874,714.66 $5,754,964.54 $5,690,776.40 $5,822,476.88 $5,935,584.18 $5,564,909.32 $5,734,363.75 $5,729,066.79 $5,359,207.91 $5,786,901.58 $5,567,405.36 $5,640,916.57 $5,730,326.73 $5,729,866.03 $5,643,899.00 $5,670,381.10 $5,803,105.33 $5,708,513.93 $5,572,195.18 $5,771,217.52 $5,553,265.99 $5,474,124.56 $5,756,491.04 $5,756,120.41 $5,735,729.59 $5,726,741.27 $5,755,785.24 $5,751,791.28 $5,738,363.04 $5,770,326.55 $5,745,971.02 $5,751,075.34 $5,725 ,623.51 $5,737,181.14 $5,708,898.50 $165,621.00 $157,600.30 $174,298.07 $174,416.39 $164,768.40 $166,885.56 $179,359.18 $173,943.13 $180,129.84 $186,131.95 $167,489.90

PAGE 156

156 Exp. 55 Exp. 56 Exp. 57 Exp. 58 Exp. 59 Exp. 60 Exp. 61 Exp. 62 Exp. 63 Exp. 64 Exp 65 $5,878,264.78 $5,534,385.18 $5,799,006.40 $5,571,400.08 $5,702,011.46 $5,695,087.09 $5,678,231.03 $6,133,679.42 $5,734,559.83 $5,894,102.02 $5,556,846.45 $5,612,176.93 $5,711,595.48 $5,730,342.27 $5,469,149.05 $5,817,933.03 $5,838,75 9.01 $5,829,985.70 $5,477,139.42 $5,998,073.93 $5,893,473.82 $5,834,979.23 $5,555,062.75 $5,606,414.81 $5,592,548.20 $5,790,261.01 $6,013,114.79 $5,309,810.62 $5,898,696.42 $5,719,454.68 $5,602,228.74 $5,615,285.64 $6,011,528.10 $5,972,5 00.10 $5,566,009.99 $5,681,278.43 $5,923,532.58 $5,775,383.25 $5,990,079.64 $5,979,247.16 $5,587,242.71 $5,659,413.83 $5,539,459.93 $6,054,139.42 $5,611,330.60 $5,606,357.04 $5,828,450.46 $5,633,907.44 $5,573,733.36 $5,668,898.89 $5,794,9 10.64 $5,471,289.03 $5,782,380.21 $5,598,307.02 $5,972,519.13 $5,971,479.76 $5,929,723.44 $5,599,108.99 $5,563,399.08 $5,775,021.32 $5,927,368.83 $5,670,045.15 $5,606,873.69 $5,638,222.89 $5,666,881.39 $5,952,549.44 $5,914,952.03 $5,636, 237.55 $5,977,170.13 $5,540,557.22 $5,752,727.54 $5,578,615.83 $5,613,002.87 $5,805,266.56 $5,888,028.25 $5,536,434.61 $5,716,505.13 $5,964,242.18 $5,669,307.42 $5,588,696.33 $5,535,331.14 $5,738,345.98 $5,805,021.81 $5,450,002.00 $6,183, 187.92 $6,075,764.21 $5,681,116.71 $5,700,595.34 $5,567,291.87 $5,514,042.72 $5,327,214.13 $5,498,777.34 $5,624,999.83 $5,891,332.39 $5,812,215.50 $5,541,676.31 $5,898,789.55 $5,625,757.71 $5,821,274.97 $5,731,221.50 $5,672,397.01 $5,689 ,624.83 $5,824,754.92 $5,555,734.43 $5,532,236.11 $5,837,403.22 $6,031,634.45 $5,779,524.41 $5,647,630.77 $5,709,405.48 $5,732,223.59 $5,937,227.97 $5,933,821.81 $5,908,745.05 $5,533,000.24 $5,638,914.95 $5,849,320.33 $5,937,210.39 $5,909 ,162.98 $5,776,487.73 $5,679,578.61 $5,472,242.06 $5,552,841.99 $5,968,626.33 $5,694,089.80 $5,704,292.07 $5,966,696.99 $5,776,118.77 $5,950,693.21 $6,304,219.85 $5,728,561.24 $5,878,737.50 $5,887,740.40 $5,948,149.90 $5,358,786.31 $5,68 7,876.62 $5,642,150.89 $5,819,415.95 $5,890,795.63 $5,706,008.65 $5,633,804.44 $5,268,703.18 $5,666,139.07 $5,589,160.23 $5,626,444.77 $5,945,810.55 $5,814,162.90 $5,875,736.29 $5,837,780.70 $5,619,149.08 $5,374,603.75 $5,548,763.77 $5,78 6,735.79 $5,878,695.79 $5,699,357.95 $5,832,905.10 $5,475,443.34 $6,140,067.87 $5,659,930.93 $5,814,412.54 $5,516,084.02 $6,096,436.62 $5,744,477.12 $6,077,165.27 $5,402,042.45 $5,545,470.36 $5,624,819.59 $5,721,874.87 $5,727,659.27 $5,5 41,015.71 $5,719,246.75 $5,910,169.69 $5,743,070.38 $5,551,639.65 $5,866,377.07 $6,008,715.88 $5,536,436.38 $5,670,710.27 $5,859,316.59 $5,677,374.66 $5,831,024.70 $5,776,163.95 $5,526,623.17 $5,683,320.63 $5,679,243.93 $5,726,279.48 $5,8 00,656.60 $5,715,238.03 $5,659,826.16 $5,647,181.75 $5,953,909.39 $5,643,294.98 $6,017,566.08 $5,864,646.43 $5,825,084.48 $5,614,022.48 $5,475,807.09 $5,632,279.58 $5,726,294.20 $5,720,442.67 $5,754,235.10 $6,044,686.32 $5,642,550.48 $5, 681,136.41 $5,739,093.53 $5,777,633.37 $5,865,056.08 $5,651,470.72 $5,646,735.84 $5,682,637.52 $5,742,791.59 $5,701,658.41 $5,876,628.56 $5,490,287.61 $5,968,601.57 $5,807,582.19 $5,867,219.64 $5,753,797.85 $5,991,214.03 $5,917,402.48 $5 ,930,391.03 $5,845,126.22 $5,894,571.64 $5,891,042.80 $6,084,335.70 $5,624,368.66 $5,477,429.36 $5,468,888.36 $6,116,924.23 $5,485,302.79 $5,532,114.97 $5,694,293.72 $5,452,316.72 $5,399,759.33 $5,561,171.64 $5,766,771.15 $5,717,158.23 $5 ,714,655.21 $5,714,041.00 $5,652,788.73 $5,599,856.33 $5,759,531.46 $5,657,184.47 $5,540,263.71 $5,448,394.29 $5,636,742.02 $5,867,498.91 $5,608,153.71 $5,724,660.12 $5,549,095.66 $5,918,146.61 $5,754,909.47 $5,791,596.19 $5,459,920.70 $ 5,570,681.62 $5,728,457.43 $5,719,383.38 $5,530,476.93 $5,827,803.01 $5,734,968.70 $5,643,368.38 $5,777,649.24 $5,856,237.15 $5,444,340.42 $5,765,713.75 $5,507,576.20 $5,691,036.12 $5,674,480.38 $5,708,086.18 $5,882,540.62 $5,940,611.32 $ 5,737,636.12 $5,523,675.01 $5,781,493.99 $5,983,880.32 $5,928,947.95 $5,812,729.50 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$5,671,073.48 $5,974,196.74 $5,552,332.86 $5,992,223.40 $5,863,781.66 $5,876,414.76 $5,804,407.91 $5,632,511.45 $5,763,691.77 $5,823,639.01 $6,153,808.16 $5,783,886.21 $5,5 86,125.51 $5,972,176.36 $5,693,908.92 $5,628,145.68 $5,770,445.92 $5,600,503.18 $5,686,257.87 $5,750,079.89 $5,701,099.85 $5,609,283.05 $5,828,821.48 $5,881,774.89 $5,423,080.25 $5,726,062.16 $6,138,493.67 $5,857,489.63 $5,581,856.53 $5, 722,519.51 $5,804,661.90 $5,564,177.21 $5,866,788.10 $5,414,880.42 $5,697,297.36 $5,810,634.07 $5,534,147.57 $5,926,315.27 $5,428,717.94 $5,753,169.67 $5,565,561.60 $5,817,403.09 $5,835,212.21 $5,423,080.25 $5,924,863.95 $5,669,771.04 $5, 816,638.47 $5,712,132.98 $5,498,598.40 $5,698,859.07 $5,600,924.25 $5,677,869.31 $5,426,850.61 $5,900,388.77 $5,684,821.79 $5,784,052.28 $5,767,037.78 $5,626,620.33 $5,625,979.60 $5,637,772.38 $5,789,868.23 $5,690,511.80 $5,691,102.45 $5 ,575,572.15 $5,507,347.14 $5,731,427.30 $5,719,553.19 $5,391,486.08 $5,753,590.35 $5,939,406.55 $5,680,261.95 $5,412,227.10 $5,603,141.39 $5,359,847.34 $5,978,427.24 $5,622,321.94 $5,722,993.87 $6,057,748.15 $5,824,569.57 $5,798,689.15 $5 ,799,408.69 $5,863,265.83 $5,571,896.64 $5,462,012.05 $5,820,941.29 $5,790,763.05 $5,841,348.94 $5,957,475.75 $5,588,486.24 $5,656,027.96 $5,794,760.53 $5,916,904.75 $5,968,472.10 $5,864,585.19 $5,639,100.80 $5,795,086.16 $5,712,594.44 $ 5,716,176.87 $5,655,593.31 $5,626,398.63 $5,561,169.30 $5,841,544.08 $6,026,078.37 $5,738,192.87 $5,770,252.59 $5,991,120.93 $5,716,414.44 $5,616,617.32 $5,746,141.28 $6,009,193.17 $5,693,924.69 $5,815,649.98 $5,653,681.22 $5,691,479.96 $ 5,767,037.78 $5,562,321.10 $5,941,157.13 $5,664,995.39 $5,833,594.59 $5,741,241.00 $5,775,873.28 $5,886,565.50 $5,658,291.25 $5,843,692.01 $5,509,907.78 $5,530,624.00 $6,104,842.65 $5,578,440.69 $5,342,273.16 $5,717,287.30 $5,630,958.65 $5,748,669.57 $5,484,384.22 $5,920,212.76 $6,134,343.23 $5,683,505.49 $5,760,701.52 $5,984,334.41 $5,624,797.59 $5,889,064.71 $5,668,483.09 $5,795,602.40 $5,736,183.95 $5,690,753.42 $5,682,731.58 $5,865,045.41 $5,713,777.44 $6,023,321.75 $5,669,219.13 $5,782,360.08 $5,584,486.77 $5,662,487.77 $5,421,006.75 $5,759,042.61 $5,949,484.19 $5,349,608.47 $5,668,411.82 $5,797,157.20 $6,121,421.20 $5,980,920.85 $5,709,575.68 $5,728,675.72 $5,767,373.52 $5,642,358.10 $5,651,031.00 $5,593,744.79 $5,401,861.93 $5,500,869.19 $5,821,197.00 $5,734,432.10 $5,432,675.28 $5,799,119.33 $5,824,053.77 $5,828,706.81 $5,919,745.90 $5,732,296.75 $5,674,118.92 $5,749,695.96 $6,046,278.52 $5,952,595.33 $5,713,072.13 $5,518,934.38 $5,851,336.37 $5,611,512.25 $5,698,021.87 $5,560,693.96 $5,591,288.96 $5,672,796.29 $5,968,651.36 $5,879,375.00 $5,910,305.50 $5,676,515.63 $5,992,853.53 $5,523,112.16 $5,916,235.56 $5,689,445.85 $5,823,703.15 $5,973,001.63 $5,704,735.79 $5,529,130.29 $5,793,316.68 $5,714,184.55 $5,965,931.22 $5,750,226.95 $6,008,678.06 $5,696,035.81 $5,592,497.73 $5,508,219.42 $5,483,024.61 $5,803,696.58 $5,465,367.28 $5,670,295.12 $5,742,723.61 $5,661,956.98 $5,771,783.46 $5,643,014.3 9 $5,762,096.76 $5,987,885.87 $5,863,319.91 $5,791,950.26 $5,866,779.98 $5,766,282.91 $5,504,002.61 $5,764,498.05 $5,949,670.25 $5,750,659.09 $5,737,984.77 $5,550,154.74 $5,709,393.25 $5,694,184.32 $5,732,616.23 $5,605,319.61 $5,603,110.1 2 $5,994,060.85 $5,839,720.85 $5,606,555.96 $5,783,704.40 $5,637,784.33 $5,862,785.81 $6,087,041.85 $6,064,125.23 $5,917,817.62 $5,723,022.43 $5,746,290.11 $6,001,121.08 $5,782,354.03 $5,711,830.09 $5,844,981.43 $5,503,435.26 $5,665,561. 60 $5,533,469.29 $6,055,905.19 $5,609,748.35 $5,368,742.13 $5,751,699.80 $6,233,378.33 $5,820,834.23 $5,568,846.94 $5,419,198.68 $5,565,730.50 $5,577,098.75 $5,781,604.55 $5,582,736.51 $5,653,340.14 $5,721,909.04 $5,898,485.26 $5,780,541. 43 $5,838,869.36 $5,727,951.55 $5,846,100.01 $5,754,167.06 $5,638,349.52 $5,884,770.76 $5,733,393.22 $5,380,075.09 $5,558,169.02 $5,569,484.65 $5,728,599.80 $5,754,750.95 $5,630,948.21 $5,714,344.28 $6,048,231.07 $5,526,376.76 $5,914,588 .80 $5,775,562.65 $5,752,387.65 $5,729,131.45 $5,756,992.45 $5,856,910.03 $5,751,421.21 $5,755,074.19 $6,032,064.09 $5,654,021.03 $5,851,683.26 $5,459,920.70 $5,700,461.45 $5,838,839.15 $6,117,331.68 $5,818,611.32 $5,726,592.12 $5,715,074 .82 $5,700,883.40 $5,437,297.63 $5,873,489.72 $5,768,627.81 $5,717,969.34 $5,788,781.73 $5,651,301.11 $5,629,058.00 $5,868,893.78 $5,505,543.78 $5,614,351.77 $5,518,444.17 $5,790,274.28 $6,054,153.96 $5,805,534.48 $5,905,805.86 $5,835,32 5.44 $5,700,642.48 $5,398,963.29 $5,835,063.29 $5,751,251.13 $5,813,177.89 $5,603,209.80 $5,595,298.37 $6,043,732.96 $5,596,880.88 $5,532,639.02 $5,705,413.02 $5,657,820.94 $5,844,506.84 $5,807,867.00 $5,735,106.34 $5,828,599.15 $5,727,34 2.81 $5,666,439.73 $5,666,468.69 $6,047,252.49 $5,623,700.05 $6,079,862.45 $5,671,699.32 $5,617,014.09 $5,825,394.72 $5,521,500.65 $5,711,276.83 $5,594,409.76 $5,770,546.01 $5,738,081.16 $5,522,609.09 $5,762,439.87 $5,829,747.58 $5,488,8 22.89 $5,620,844.13 $5,909,886.73 $5,821,949.49 $5,875,920.91 $5,806,371.40 $5,851,786.19 $5,788,452.41 $5,878,858.34 $5,742,723.61 $5,438,038.68 $6,104,918.58 $5,561,814.63 $5,613,622.23 $5,645,506.23 $5,836,563.11 $5,899,119.07 $5,696,1 78.65 $5,859,283.65 $5,970,403.39 $5,781,546.08 $5,746,577.48 $5,843,077.76 $5,861,547.50 $5,576,849.16 $5,912,222.67 $5,802,778.65 $5,501,711.97 $5,745,200.80 $5,501,554.98 $5,669,206.79 $5,746,266.31 $6,010,547.65 $5,457,244.69 $5,681, 508.94 $5,512,907.06 $5,837,850.51 $5,729,026.47 $5,730,195.75 $5,977,825.58 $5,808,687.00 $5,587,777.09 $5,770,828.76 $5,855,587.58 $5,622,907.89 $5,710,029.59 $5,737,739.86 $5,562,439.77 $5,724,216.20 $5,384,317.32 $5,578,616.52 $5,636 ,438.44 $5,485,857.33 $5,628,226.74 $5,634,076.71 $5,597,982.69 $6,024,120.70 $5,778,331.90 $5,789,539.33 $6,018,025.54 $5,732,241.29 $5,767,457.85 $5,727,670.80 $5,558,416.15 $5,609,120.10 $5,842,727.97 $5,673,054.75 $5,757,375.86 $5,716 ,613.30 $5,837,240.19 $5,671,385.69 $5,861,740.98 $5,352,640.04 $5,726,732.63 $5,538,570.03 $5,494,436.44 $5,724,587.26 $5,585,162.62 $5,889,264.30 $5,512,956.10 $5,492,175.73 $5,596,690.86 $5,657,796.26 $5,771,932.05 $5,543,725.00 $6,08 4,630.05 $5,526,305.56 $5,790,077.05 $5,607,563.39 $5,627,984.79 $5,753,240.36 $5,592,578.77 $6,036,356.68 $5,420,363.92 $5,686,708.84 $5,573,533.33 $5,756,831.74 $5,808,958.75 $5,513,101.65 $5,795,844.25 $5,713,246.85 $5,895,974.77 $6,07 7,297.60 $5,642,714.01 $5,710,507.24 $5,854,061.79 $5,885,110.53 $5,670,407.28 $5,919,740.03 $5,668,864.67 $5,748,640.98 $5,509,725.59 $5,513,220.39 $5,750,538.12 $5,653,449.05 $5,807,382.22 $5,394,085.78 $5,738,436.80 $5,707,128.07 $5,732 ,896.66 $5,737,461.84 $5,723,121.20 $5,736,542.15 $5,740,215.29 $5,748,772.91 $5,765,711.35 $5,733,029.61 $5,712,905.31 $163,988.84 $152,205.26 $168,993.29 $159,812.00 $164,628.95 $156,621.20 $167,757.50 $186,132.29 $160,251.16 $169,744.14 $190,664.00

PAGE 157

157 Exp. 66 Exp. 67 Exp. 68 Exp. 69 Exp. 70 Exp. 71 Exp. 72 Exp. 73 Exp. 74 Exp. 75 Exp. 76 $5,674,327.65 $5,549,389.50 $5,763,573.68 $5,869,365.67 $5,749,556.05 $5,754,452.36 $5,713,689.92 $5,596,905.33 $5,446,678.11 $5,844,042.24 $5,746,236.22 $5,519,848.49 $5,813,732.01 $5,826,607.35 $5,720,393.95 $5,631,338.96 $5,689,592.30 $5,431,268.43 $5,734,192.48 $5,774,112.07 $5,555,070.29 $5,737,226.09 $5,564,791.21 $5,831,739.54 $5,899,943.41 $5,868,702.07 $5,807,223.80 $5,855,066.45 $5,604,248.93 $5,478,184.08 $5,878,702.57 $5,509,567.19 $5,797,439.42 $5,832,871.92 $5,688,942.55 $5,547,749.34 $5,845,893.22 $5,392,808.65 $5,453,541.08 $6,085,536.34 $5,729,537.10 $5,798,019.98 $5,673,229.33 $5,600,247.46 $5,469,079.71 $5,695,644.39 $6,006,146.90 $5,617,266.51 $5,924,850.75 $5,943,764.26 $5,977,367.75 $5,782,847.99 $6,120,470.78 $5,685,319.62 $5,837,095.40 $5,630,404.93 $5,915,594.70 $5,956,535.21 $5,726,652.77 $5,767,898.79 $5,583,095.11 $6,174,819.48 $5,648,144.73 $5,360,057.58 $5,567,113.77 $5,947,213.98 $5,788,158.63 $5,807,219.13 $5,970,240.84 $5,877,891.67 $5,793,088.63 $5,877,355.97 $5,623,453.14 $5,777,336.78 $5,386,042.42 $5,578,436.66 $5,977,987.80 $5,609,786.94 $5,772,482.75 $5,875,804.17 $5,837,464.49 $5,738,906.12 $5,915,182.79 $5,694,366.15 $5,628,456.52 $5,900,967.76 $5,894,692.11 $5,715,385.10 $5,767,338.85 $5,615,248.74 $5,703,338.45 $5,691,494.05 $5,844,723.95 $5,698,092.81 $5,710,029.59 $5,910,649.26 $5,758,962.35 $5,979,258.21 $5,940,457.12 $5,667,451.86 $5,715,434.40 $5,646,024.53 $5,468,795.08 $6,064,035.32 $5,680,847.74 $5,507,626.58 $5,768,580.67 $5,872,636.63 $5,904,084.05 $5,803,171.56 $5,475,333.62 $6,097,075.42 $5,759,358.8 6 $5,591,563.83 $5,767,384.61 $5,794,275.09 $5,225,669.05 $5,909,531.87 $5,880,717.04 $5,664,587.04 $5,908,283.40 $5,618,146.01 $5,736,677.21 $5,994,847.87 $5,753,547.05 $5,453,201.03 $5,539,693.08 $5,699,480.47 $5,637,549.21 $5,789,739.5 8 $6,127,522.31 $6,066,154.84 $5,434,471.59 $5,935,943.88 $5,548,298.04 $5,657,256.99 $5,714,664.47 $5,532,062.52 $5,730,470.41 $5,932,037.47 $6,159,885.94 $6,020,338.96 $5,823,331.10 $5,556,588.68 $5,943,820.98 $5,882,565.27 $5,774,308. 35 $5,440,205.66 $5,774,587.54 $5,786,458.51 $5,650,007.83 $5,758,411.93 $5,697,547.67 $5,828,810.40 $6,012,023.03 $5,817,672.76 $5,721,832.05 $5,695,983.96 $5,638,178.08 $5,861,019.93 $5,494,190.00 $5,741,493.81 $5,821,597.71 $5,811,106. 76 $5,687,342.12 $5,841,286.86 $5,775,220.26 $5,742,174.42 $5,730,209.51 $5,724,285.74 $5,773,806.41 $5,788,607.69 $5,709,706.86 $5,848,720.09 $5,630,494.46 $5,367,640.38 $5,762,240.69 $5,901,582.98 $5,802,674.58 $5,828,419.33 $6,009,463 .72 $6,051,398.49 $5,538,704.10 $5,597,925.82 $5,616,856.41 $6,014,747.38 $6,123,235.58 $5,745,150.83 $5,895,366.89 $5,556,192.41 $5,673,650.41 $5,685,251.71 $5,594,990.23 $5,557,806.65 $5,589,867.07 $5,648,846.86 $5,697,107.40 $5,526,431 .27 $5,880,612.94 $5,816,718.44 $5,805,311.68 $5,869,453.90 $5,471,204.25 $5,683,880.22 $5,620,977.78 $5,676,398.41 $5,938,908.53 $6,033,659.32 $6,016,206.29 $5,755,260.33 $5,839,273.91 $5,751,748.72 $5,429,458.03 $5,673,522.82 $6,027,05 2.97 $5,642,820.72 $5,428,739.09 $5,630,975.36 $5,849,575.78 $5,878,539.32 $5,881,503.03 $5,604,388.24 $6,327,334.74 $5,880,902.58 $5,789,530.83 $5,577,189.25 $5,778,590.17 $5,723,130.03 $6,033,614.27 $5,930,666.40 $5,570,951.06 $5,651,8 48.69 $5,597,055.56 $5,886,137.06 $5,832,328.90 $5,637,470.45 $5,742,820.03 $5,492,022.24 $5,586,848.19 $5,729,122.46 $5,461,442.01 $5,811,272.97 $5,731,835.85 $5,751,181.50 $6,108,087.00 $5,919,362.47 $5,694,021.80 $5,746,832.78 $5,728,3 85.57 $5,786,684.54 $5,681,482.23 $5,856,618.47 $5,567,803.40 $5,874,370.10 $5,731,747.59 $5,876,602.77 $5,985,324.04 $5,953,939.86 $5,765,118.94 $5,852,168.03 $5,623,506.08 $5,731,424.92 $5,560,651.86 $5,486,802.22 $5,582,316.14 $5,707, 485.26 $5,749,007.57 $5,393,137.86 $5,583,396.81 $5,480,520.73 $5,554,014.06 $5,610,988.82 $5,867,974.57 $5,618,347.04 $5,561,129.52 $5,868,940.53 $5,639,040.45 $5,684,303.08 $5,824,332.55 $5,883,733.15 $5,833,142.98 $5,677,015.94 $5,918, 686.03 $5,895,735.91 $5,871,567.20 $5,357,261.43 $5,412,033.48 $5,741,187.92 $5,715,171.53 $5,662,729.08 $5,469,782.56 $5,901,582.98 $5,776,208.38 $5,622,042.90 $5,632,571.85 $5,532,907.81 $5,944,908.70 $5,460,905.79 $5,333,376.30 $5,637 ,311.33 $5,801,199.23 $5,554,380.90 $5,618,203.37 $6,058,567.33 $5,720,558.82 $5,890,269.55 $5,761,218.03 $5,717,266.19 $5,760,135.13 $5,762,667.23 $5,719,633.54 $5,391,717.40 $6,043,578.01 $5,335,587.62 $5,681,338.96 $5,865,451.58 $5,556 ,104.43 $5,903,108.76 $5,656,463.01 $5,821,343.39 $5,741,051.49 $5,840,385.80 $5,663,248.13 $5,381,187.98 $5,615,080.95 $5,786,628.17 $5,840,120.92 $5,581,666.00 $5,691,150.95 $5,561,784.27 $5,946,180.10 $6,017,025.00 $5,650,976.20 $5,79 9,827.39 $5,642,637.72 $5,733,412.62 $5,694,661.37 $5,656,294.00 $5,758,177.42 $5,833,336.39 $5,465,226.50 $5,378,459.10 $5,684,063.89 $5,661,302.26 $5,694,334.64 $5,881,225.48 $5,704,789.30 $5,899,649.41 $5,743,725.97 $5,758,086.75 $5,63 2,043.29 $5,960,965.80 $5,933,074.51 $5,998,104.89 $6,206,406.29 $5,584,948.67 $5,837,258.08 $5,679,880.40 $5,964,332.23 $5,975,077.49 $5,694,288.88 $5,772,881.26 $5,930,583.20 $5,659,290.25 $5,775,810.92 $5,878,030.11 $6,101,514.13 $5,7 08,282.21 $5,980,585.38 $5,874,385.61 $5,879,764.57 $5,810,029.47 $5,488,355.19 $5,954,614.64 $5,976,461.65 $5,815,597.73 $5,727,991.37 $5,780,106.70 $5,633,555.44 $5,575,723.06 $5,430,432.48 $5,772,024.96 $5,853,527.46 $5,671,683.62 $5,6 44,007.42 $6,014,747.38 $5,636,936.93 $5,932,056.93 $6,009,273.36 $5,714,361.58 $5,753,156.56 $5,675,626.72 $5,817,527.36 $5,563,792.77 $5,704,506.77 $5,521,461.36 $5,625,790.99 $5,528,845.79 $5,784,114.58 $5,864,655.82 $5,898,696.42 $5, 809,955.70 $5,737,517.27 $5,804,437.26 $5,765,472.03 $5,752,156.86 $5,364,265.29 $5,727,030.23 $5,435,977.35 $5,963,829.00 $5,767,315.62 $5,797,531.82 $5,670,833.49 $5,951,914.49 $5,701,854.14 $5,954,685.02 $5,651,716.09 $5,714,375.17 $5 ,608,942.29 $5,925,669.35 $5,906,649.52 $6,150,251.83 $5,447,899.28 $5,680,636.55 $5,987,309.10 $5,580,011.13 $5,649,915.19 $5,762,414.69 $5,836,155.39 $6,002,911.70 $5,657,820.94 $5,508,706.86 $5,778,693.93 $5,880,028.21 $5,844,251.69 $5 ,805,861.90 $5,660,765.03 $5,896,685.78 $5,942,023.47 $5,808,669.71 $5,761,554.69 $5,635,900.28 $5,801,746.41 $5,737,032.21 $5,634,533.57 $5,878,191.03 $5,391,076.22 $5,731,546.64 $5,851,346.86 $5,977,095.59 $5,820,497.15 $5,769,877.34 $ 5,557,852.33 $5,579,159.43 $5,799,914.02 $5,846,833.55 $5,659,126.85 $6,014,873.14 $5,828,490.68 $5,994,745.75 $5,860,287.61 $5,584,415.62 $5,912,844.96 $5,902,373.16 $5,820,498.09 $6,072,619.19 $5,936,581.40 $5,652,144.07 $5,678,049.55 $ 5,791,451.16 $5,626,160.04 $5,750,722.56 $5,660,526.07 $5,551,807.73 $5,996,413.79 $5,707,445.01 $5,676,637.85 $5,960,565.62 $5,880,024.89 $5,736,967.60 $5,971,475.22 $5,415,863.20 $5,305,172.50 $5,827,153.37 $5,673,916.89 $6,059,822.15 $6,010,389.86 $5,876,652.20 $5,630,948.68 $5,686,870.61 $5,779,659.34 $6,160,847.53 $5,774,394.10 $5,798,470.01 $5,941,344.89 $6,099,923.09 $5,720,844.33 $5,756,386.54 $5,657,722.76 $5,738,998.03 $5,451,414.11 $5,898,485.07 $5,541,015.71 $5,770,560.61 $5,705,382.84 $5,589,696.74 $5,371,054.41 $5,782,017.79 $5,795,008.10 $5,707,613.78 $5,615,674.67 $5,457,135.81 $5,428,998.98 $5,675,880.19 $5,692,860.80 $5,766,785.01 $5,550,760.58 $5,675,988.42 $5,500,911.58 $5,544,008.02 $5,502,626.56 $5,966,738.79 $5,796,977.02 $5,717,491.45 $5,773,918.05 $5,514,203.70 $5,646,571.39 $6,005,557.17 $5,534,911.34 $5,307,358.91 $5,717,020.60 $5,505,855.19 $5,762,515.95 $6,117,700.85 $5,604,875.48 $5,630,625.57 $5,514,669.71 $5,862,578.47 $5,700,965.58 $5,686,171.65 $5,490,673.40 $5,833,007.55 $6,071,754.51 $5,528,005.50 $5,933,176.74 $6,033,365.34 $5,984,904.93 $5,899,640.64 $5,786,481.37 $6,082,410.35 $6,068,597.78 $5,898,154.60 $5,573,695.95 $5,794,210.44 $5,904,561.01 $5,728,326.81 $5,731,168.06 $5,913,190.78 $5,779,836.84 $5,533,793.38 $5,818,663.04 $5,806,459.20 $5,517,958.75 $5,707,641.83 $5,699,557.34 $5,958,059.60 $5,902,817.04 $5,652,461.25 $5,655,237.97 $5,713,260.11 $5,666,078.60 $5,694,445.44 $6,067,666.88 $5,771,839.68 $5,504,305.21 $5,789,597.26 $5,529,995.39 $5,573,871.37 $5,549,414.10 $6,012,185.48 $5,600,767.55 $5,600,964.35 $5,866,602.81 $5,980,554.47 $5,942,562.29 $5,768,425.32 $5,803,508.20 $6,021,908.0 2 $5,573,322.13 $5,697,398.97 $5,809,426.60 $5,911,799.32 $5,781,156.09 $5,909,505.39 $5,965,793.93 $5,565,777.36 $5,703,940.34 $5,564,053.34 $5,668,956.56 $5,689,622.93 $5,574,141.52 $5,939,340.00 $5,490,845.65 $5,146,516.62 $5,967,036.0 8 $5,650,600.77 $5,785,489.75 $5,688,603.83 $5,629,004.14 $5,430,408.41 $5,972,326.80 $5,737,231.83 $5,817,275.13 $5,840,984.02 $5,428,717.94 $5,816,538.69 $5,884,417.02 $5,607,659.93 $5,699,582.18 $5,652,975.83 $5,941,278.24 $5,608,097. 89 $5,607,604.13 $5,578,135.11 $5,876,632.37 $5,681,702.70 $5,588,675.42 $5,578,260.07 $6,096,126.08 $5,696,789.06 $5,857,413.56 $5,679,411.90 $5,687,799.58 $6,012,074.40 $5,603,948.08 $5,544,586.91 $5,741,085.84 $5,791,987.94 $5,368,938 .40 $5,993,708.29 $5,848,389.02 $5,731,767.68 $5,798,316.39 $5,779,847.23 $5,738,242.97 $5,683,901.90 $5,761,183.88 $5,663,742.13 $5,865,545.83 $5,610,077.21 $5,481,492.53 $5,848,672.38 $5,757,806.78 $6,013,827.63 $5,813,847.98 $5,691,398 .67 $5,689,119.29 $5,702,664.05 $5,953,529.45 $5,955,055.43 $5,908,005.79 $5,775,629.25 $5,794,212.59 $5,662,617.32 $5,702,631.26 $5,741,660.27 $5,513,467.94 $5,784,941.77 $6,112,302.48 $5,730,909.00 $5,710,346.81 $5,735,726.00 $5,773,51 5.67 $6,104,651.43 $5,704,278.77 $5,472,938.41 $6,083,772.89 $5,773,703.80 $5,910,745.98 $5,753,464.54 $5,678,221.93 $5,851,915.76 $5,674,611.67 $5,634,191.28 $5,926,374.43 $5,619,810.21 $5,697,760.05 $5,682,637.52 $5,895,551.13 $5,782,86 4.57 $5,667,014.29 $5,824,230.55 $5,760,902.08 $5,918,330.57 $5,635,433.92 $5,265,725.97 $5,938,300.21 $5,759,104.61 $5,818,758.69 $5,823,487.40 $5,771,964.65 $5,545,314.34 $5,799,370.02 $5,759,576.91 $5,394,691.25 $5,607,281.12 $5,713,5 33.07 $5,934,228.43 $5,629,509.23 $5,494,699.22 $5,684,970.03 $5,775,205.55 $5,398,446.27 $6,013,345.42 $5,437,351.16 $5,468,226.94 $5,830,871.74 $5,676,123.83 $5,756,493.82 $5,927,040.43 $5,773,937.87 $5,718,159.32 $5,939,714.60 $5,706,5 85.98 $5,855,298.56 $5,824,963.72 $5,830,884.42 $5,657,781.43 $5,600,024.27 $5,725,200.13 $5,793,088.63 $5,972,929.00 $5,764,387.52 $5,729,944.61 $5,620,379.81 $6,028,692.44 $5,641,574.70 $5,718,467.86 $5,637,039.38 $5,834,450.77 $6,024, 369.34 $5,399,214.21 $5,550,662.61 $5,902,525.36 $5,846,960.11 $5,495,524.05 $5,707,896.62 $5,869,835.91 $5,724,911.69 $5,719,383.38 $5,700,419.96 $5,446,749.61 $5,759,504.55 $5,664,895.03 $5,770,872.67 $6,035,020.88 $5,870,958.55 $5,472, 005.49 $5,663,077.97 $5,670,890.85 $5,788,718.91 $5,960,565.62 $5,603,110.12 $5,563,971.46 $5,864,232.00 $6,103,401.07 $6,172,810.59 $5,610,970.66 $5,861,692.48 $5,622,926.59 $5,811,139.51 $5,691,459.27 $5,655,331.39 $5,961,996.38 $5,752 ,551.45 $5,703,767.42 $5,715,126.56 $5,770,802.28 $5,962,706.05 $5,422,661.01 $5,662,889.50 $5,386,527.22 $5,602,207.09 $5,518,188.74 $5,830,923.21 $5,508,691.86 $5,771,463.37 $5,783,518.98 $5,275,918.83 $5,837,208.65 $5,849,184.80 $5,583 ,587.68 $5,699,685.14 $5,743,664.62 $6,133,365.52 $5,746,290.11 $5,895,632.42 $5,825,306.45 $5,793,374.20 $5,587,771.26 $5,690,809.02 $5,798,441.46 $5,480,505.92 $5,840,148.34 $5,552,866.46 $5,355,501.36 $5,870,635.74 $5,392,454.43 $5,64 7,713.33 $5,553,323.98 $5,775,841.88 $5,932,214.04 $5,892,921.97 $5,745,643.90 $5,680,698.46 $5,901,422.68 $5,909,915.37 $5,700,275.14 $5,916,082.70 $5,417,569.66 $5,913,022.53 $5,563,114.47 $5,635,871.28 $5,901,629.48 $6,037,136.51 $5,8 05,393.63 $5,882,723.64 $5,623,692.50 $5,776,473.63 $5,773,893.75 $5,607,265.16 $5,404,936.31 $5,576,315.82 $5,953,239.86 $6,114,589.71 $5,736,890.03 $5,917,829.70 $5,929,915.04 $5,842,735.39 $5,762,804.17 $5,652,467.58 $5,569,216.91 $5,6 77,876.56 $5,583,734.24 $5,728,776.94 $5,855,164.64 $5,634,821.06 $5,750,226.63 $5,846,083.09 $5,636,425.04 $5,834,375.70 $5,804,455.30 $5,710,097.50 $5,617,868.55 $5,842,402.10 $5,809,738.18 $5,675,285.56 $5,812,159.27 $5,661,511.29 $5, 694,114.21 $6,010,309.55 $5,806,561.89 $5,585,078.28 $5,712,506.00 $5,548,452.15 $5,685,875.91 $5,962,929.72 $5,870,138.30 $5,723,993.39 $6,017,365.21 $5,883,150.10 $5,848,319.72 $5,587,701.45 $5,584,953.22 $5,664,620.21 $5,636,046.63 $5, 602,398.64 $5,989,695.22 $5,544,429.11 $5,704,836.06 $5,986,339.63 $5,714,041.00 $5,837,802.29 $5,823,045.20 $5,406,365.56 $5,761,195.73 $5,733,342.97 $5,938,052.87 $5,339,623.14 $5,805,790.61 $5,707,027.20 $5,707,433.60 $5,851,544.53 $5 ,703,068.36 $5,703,289.47 $5,622,394.41 $5,760,720.50 $5,596,399.51 $5,634,709.06 $5,951,821.61 $5,834,922.03 $5,900,910.90 $5,699,510.67 $5,607,782.87 $5,922,237.18 $5,715,620.04 $5,430,173.07 $5,753,437.55 $5,878,264.78 $5,728,418.80 $5 ,808,519.27 $5,606,375.22 $5,877,222.42 $5,443,938.89 $6,100,469.89 $5,627,779.35 $5,808,937.44 $5,759,179.05 $5,653,950.73 $5,842,366.76 $5,625,603.95 $5,477,834.37 $5,508,646.99 $5,794,264.36 $5,697,169.24 $5,540,232.24 $5,959,121.30 $ 6,029,995.18 $5,892,291.61 $5,742,288.49 $5,662,244.80 $5,738,829.72 $5,534,385.18 $5,970,114.62 $5,597,056.99 $5,515,092.94 $5,661,956.98 $5,702,066.57 $6,127,904.67 $5,534,622.55 $5,450,620.34 $6,115,362.97 $5,730,465.05 $5,432,792.30 $ 5,728,678.60 $5,801,036.94 $5,988,631.43 $5,852,718.32 $5,685,593.42 $5,552,734.04 $5,954,630.81 $6,007,984.60 $5,913,133.16 $5,706,375.46 $5,664,232.84 $5,468,957.93 $5,466,598.10 $5,518,392.50 $5,818,758.69 $5,504,078.33 $5,909,641.51 $5,970,609.63 $5,708,821.05 $5,913,203.21 $5,848,090.50 $5,784,854.47 $6,027,360.27 $5,707,944.02 $5,527,116.64 $5,824,045.73 $5,569,901.42 $5,745,710.26 $5,934,117.60 $5,737,682.15 $5,917,426.63 $6,011,432.30 $5,591,339.48 $5,722,429.24 $5,789,868.23 $5,621,894.83 $5,432,640.55 $5,680,179.82 $5,672,883.69 $5,521,650.24 $5,985,248.48 $5,423,475.08 $5,432,252.09 $5,605,046.00 $5,940,516.33 $5,700,823.47 $5,704,199.77 $5,482,839.44 $5,654,736.62 $5,953,846.31 $5,702,867.05 $5,635,893.67 $5,761,804.27 $5,617,679.66 $5,583,261.34 $5,716,640.94 $5,616,656.84 $5,541,434.55 $5,949,228.07 $5,636,057.11 $6,033,440.68 $5,548,044.76 $5,725,393.73 $5,753,227.85 $6,121,594.42 $5,479,958.87 $5,822,290.14 $5,659,193.26 $5,762,239.72 $5,362,810.38 $5,758,086.62 $5,744,995.90 $5,650,921.42 $5,689,237.62 $5,664,640.60 $5,553,620.53 $5,561,417.50 $5,500,428.17 $5,747,494.49 $5,537,508.65 $5,664,036.94 $5,646,030.92 $5,598,381.57 $5,738,000.16 $5,764,256.90 $5,514,798.25 $5,567,402.06 $5,634,918.15 $5,813,771.00 $5,923,338.73 $5,554,104.10 $5,918,375.25 $5,783,863.61 $5,964,918.85 $5,734,111.03 $5,802,018.96 $5,925,030.59 $5,549,529.63 $5,923,767.53 $5,761,550.50 $5,800,319.00 $5,671,713.5 0 $5,858,218.34 $5,814,810.48 $5,538,533.73 $5,912,565.73 $5,567,759.03 $5,598,038.82 $5,751,008.60 $5,697,380.54 $5,874,636.22 $5,954,199.07 $5,526,481.55 $5,893,776.28 $5,812,729.50 $5,440,174.44 $5,687,035.35 $5,744,349.20 $5,990,216.9 5 $5,751,072.01 $5,989,391.81 $5,413,035.45 $5,783,026.44 $5,834,795.88 $6,065,966.61 $6,039,806.66 $5,781,871.29 $5,692,156.63 $5,472,692.14 $5,511,928.21 $5,974,685.10 $5,887,068.48 $5,780,806.30 $5,730,788.16 $5,677,264.83 $5,717,056. 39 $5,531,242.66 $5,654,794.96 $5,588,393.77 $5,777,087.47 $5,618,442.42 $5,480,274.17 $5,824,772.01 $5,932,522.96 $5,294,082.33 $5,709,724.39 $5,762,721.58 $5,686,901.45 $5,913,203.21 $5,601,663.43 $5,425,201.94 $5,801,173.08 $6,110,121. 32 $5,644,519.52 $5,901,671.45 $5,919,793.86 $5,713,829.71 $5,747,314.24 $5,767,956.80 $5,763,084.16 $5,717,452.28 $5,724,192.55 $5,730,177.93 $5,744,950.74 $5,736,739.97 $5,748,203.85 $5,748,383.65 $179,579.41 $171,666.84 $172,925.96 $162,203.84 $17 4,350.80 $156,584.06 $180,449.56 $164,437.98 $177,992.37 $179,979.82 $172,323.24

PAGE 158

158 Exp. 77 Exp. 78 Exp. 79 Exp. 80 Exp. 81 $5,642,566.90 $5,546,535.40 $5,731,256.65 $6,054,139.42 $5,600,951.72 $5,952,703.71 $5,592,856.66 $5,836,476.07 $5,560,29 8.08 $5,732,493.65 $5,663,742.13 $5,848,521.70 $5,594,996.96 $5,759,325.07 $5,836,491.37 $5,541,798.10 $5,740,305.21 $5,759,427.25 $5,664,343.03 $5,558,651.09 $5,913,646.23 $5,752,884.46 $6,222,624.86 $5,611,274.79 $5,928,058.67 $5,782 ,394.45 $5,737,239.64 $5,752,502.31 $5,774,906.85 $6,093,358.84 $5,753,565.64 $5,744,515.67 $5,399,362.02 $5,504,147.33 $5,827,682.30 $5,975,130.87 $5,614,380.80 $5,584,234.94 $5,630,404.77 $5,743,456.22 $5,788,257.56 $5,430,022.00 $5,6 98,423.21 $5,674,143.26 $6,066,648.12 $5,816,392.27 $5,483,628.03 $5,841,221.99 $5,853,835.31 $5,914,456.85 $5,646,240.48 $5,924,351.76 $5,288,829.42 $5,944,222.45 $5,874,208.41 $5,706,545.39 $5,805,114.43 $5,754,078.45 $5,735,861.35 $5 ,657,184.47 $5,709,625.98 $5,637,784.33 $5,766,554.49 $5,852,915.87 $5,858,284.83 $5,787,946.27 $5,918,288.15 $5,699,862.49 $5,736,256.35 $5,636,864.73 $5,648,833.89 $6,042,463.32 $5,599,596.95 $5,782,975.32 $5,662,089.42 $5,976,191.10 $5,973,906.18 $5,848,558.09 $5,529,669.80 $5,716,498.40 $5,936,059.87 $5,854,736.37 $5,903,351.96 $5,816,621.41 $5,703,725.27 $5,854,736.37 $5,819,663.82 $5,869,253.20 $5,915,057.17 $5,847,010.87 $5,915,967.44 $5,795,246.24 $5,856,811.1 5 $5,615,721.27 $5,644,593.44 $5,707,583.96 $5,820,732.52 $5,744,467.29 $5,714,537.71 $6,124,793.05 $5,561,472.60 $5,572,702.80 $5,792,421.37 $5,867,232.73 $5,728,314.26 $5,599,543.95 $5,731,717.95 $5,741,343.31 $5,563,360.06 $5,683,026 .70 $5,788,216.55 $5,847,010.71 $5,928,023.70 $5,822,616.45 $5,634,448.13 $5,706,053.06 $5,814,964.47 $5,676,413.41 $5,680,028.66 $5,505,629.43 $5,673,354.40 $5,578,597.37 $5,718,568.42 $5,584,150.50 $5,826,311.15 $5,441,431.53 $5,812, 625.87 $5,855,362.90 $5,754,808.58 $5,670,354.73 $5,493,268.39 $5,938,851.90 $6,013,339.49 $5,790,395.29 $5,768,388.01 $6,221,274.59 $5,779,281.06 $5,867,755.23 $5,939,076.88 $5,519,979.25 $5,984,013.91 $5,997,800.73 $5,446,038.67 $5,45 4,477.55 $5,719,058.48 $5,762,029.81 $6,252,951.52 $5,700,279.54 $5,472,515.01 $5,808,068.44 $5,898,865.95 $5,912,985.96 $5,854,162.35 $5,697,613.30 $5,820,282.75 $5,968,518.24 $5,828,637.17 $5,590,994.84 $5,773,859.64 $5,815,001.22 $5 ,777,139.39 $5,658,164.66 $5,574,305.00 $5,848,234.35 $5,813,266.40 $5,586,390.63 $5,860,956.21 $6,104,651.43 $5,852,603.43 $5,582,377.16 $5,835,275.66 $5,808,286.10 $6,117,876.75 $5,892,170.10 $5,716,912.81 $5,854,233.38 $6,070,402.77 $5,957,725.03 $5,656,476.62 $5,818,699.59 $5,543,784.45 $6,089,493.36 $5,753,236.57 $5,609,657.49 $5,429,344.06 $5,713,451.54 $5,393,807.30 $5,647,715.42 $6,200,082.19 $5,916,602.56 $5,909,532.44 $5,636,317.12 $5,604,878.59 $5,585,394.38 $5,743,421.77 $5,774,587.54 $5,692,339.97 $5,877,224.48 $5,826,541.92 $5,819,159.11 $5,566,257.80 $5,613,736.33 $5,915,891.82 $5,733,073.25 $5,682,637.52 $5,908,668.05 $5,656,511.54 $5,825,330.76 $5,655,874.68 $5,521,377.00 $5,579,359 .81 $5,567,600.64 $5,803,346.13 $5,983,693.26 $5,569,941.41 $5,392,984.14 $5,780,350.05 $5,802,829.78 $5,889,541.98 $5,688,610.46 $5,700,876.55 $5,678,158.42 $5,737,557.71 $5,843,977.11 $5,622,493.65 $5,545,680.26 $5,622,256.33 $5,738,0 70.59 $5,908,005.79 $5,813,977.00 $6,107,121.69 $5,547,808.02 $5,855,010.96 $5,656,348.80 $5,678,548.69 $5,976,979.98 $5,710,956.05 $5,337,054.31 $5,991,325.61 $5,691,114.72 $5,733,002.91 $5,738,926.31 $6,052,544.84 $5,723,492.55 $5,310 ,740.96 $5,906,069.74 $5,796,167.05 $5,897,862.90 $5,513,064.67 $5,992,048.48 $5,684,549.94 $5,728,431.33 $5,907,984.17 $5,576,903.17 $5,866,419.92 $5,763,797.00 $5,499,998.82 $5,679,923.18 $5,778,394.71 $5,894,151.04 $5,486,402.94 $5, 745,686.08 $5,820,930.68 $5,533,302.82 $5,710,564.70 $5,724,401.20 $5,766,902.60 $5,837,936.90 $5,865,345.19 $5,864,397.57 $5,575,089.60 $5,711,758.64 $5,931,501.49 $5,619,931.71 $5,898,503.95 $5,953,021.73 $5,741,408.17 $5,747,835.57 $ 5,970,428.94 $5,705,587.48 $5,578,641.11 $5,827,091.56 $5,488,616.12 $5,767,442.36 $5,897,712.84 $5,675,012.46 $5,803,461.08 $5,714,097.98 $5,527,049.12 $5,837,850.51 $5,749,332.96 $5,724,895.84 $5,813,590.65 $5,717,969.66 $5,787,860.69 $5,952,677.67 $5,987,790.77 $5,450,680.73 $5,673,543.04 $5,749,492.67 $5,718,477.92 $5,823,903.11 $5,903,073.09 $5,870,627.12 $5,664,556.46 $5,819,755.69 $6,069,640.67 $5,677,565.01 $5,861,234.30 $6,028,999.78 $5,597,122.06 $5,732,520. 11 $5,703,338.45 $5,871,281.41 $5,843,108.85 $5,917,186.74 $5,597,003.53 $5,679,850.05 $5,779,459.39 $5,935,041.41 $5,777,997.90 $5,854,798.94 $5,556,946.28 $5,809,693.63 $5,555,180.75 $5,653,805.33 $5,688,076.03 $5,794,264.36 $5,653,27 1.57 $5,577,120.42 $5,879,756.20 $5,735,474.64 $5,596,252.03 $6,079,809.98 $6,123,912.11 $5,785,849.12 $6,026,619.12 $5,621,646.09 $6,072,130.03 $5,881,022.13 $5,685,490.07 $5,649,317.62 $5,703,163.05 $5,675,520.89 $5,726,997.12 $5,608 ,745.62 $5,777,982.70 $5,917,092.22 $5,815,351.98 $5,559,343.55 $5,608,901.25 $5,517,644.26 $5,702,678.00 $5,680,583.72 $6,039,831.62 $5,725,103.19 $5,635,161.07 $5,481,384.14 $5,580,635.04 $5,539,266.40 $5,232,801.39 $5,524,046.14 $5,4 15,477.75 $5,530,183.02 $5,538,398.18 $5,480,669.56 $5,774,533.33 $5,843,049.23 $5,667,014.29 $5,943,273.10 $5,996,413.79 $5,313,517.80 $5,891,064.64 $5,593,061.46 $5,719,260.49 $5,408,117.55 $5,677,268.82 $5,699,239.26 $5,952,013.45 $5 ,733,148.83 $5,491,616.69 $5,839,058.99 $5,937,143.08 $5,934,953.44 $5,779,737.27 $5,706,682.23 $5,562,267.45 $5,640,794.20 $5,962,107.00 $5,941,281.19 $5,307,853.89 $5,699,703.62 $6,077,203.24 $6,022,918.02 $6,015,749.15 $5,958,523.75 $5,762,541.54 $5,721,430.31 $5,874,391.72 $6,167,310.50 $5,610,948.77 $5,669,204.13 $5,692,258.17 $5,685,056.76 $5,736,884.58 $5,837,095.40 $5,802,328.73 $5,437,506.03 $5,721,733.45 $5,929,692.72 $5,658,055.19 $5,862,547.73 $5,677,268.8 2 $5,735,275.77 $6,053,042.38 $5,970,925.90 $5,992,444.75 $5,596,295.68 $5,510,275.89 $5,773,607.19 $6,013,696.58 $5,766,902.60 $5,782,254.71 $5,671,660.90 $5,696,982.15 $5,844,239.69 $5,913,796.15 $5,958,655.22 $5,789,647.25 $5,515,882 .50 $5,438,273.93 $5,644,858.96 $5,515,086.84 $5,860,091.64 $5,994,647.86 $5,622,965.55 $5,541,321.51 $5,589,592.59 $5,711,761.22 $5,637,588.73 $5,807,341.21 $5,683,501.67 $5,684,492.25 $5,844,745.70 $5,789,027.86 $5,522,505.00 $5,840, 120.92 $5,736,330.44 $5,419,521.11 $5,751,320.07 $5,613,020.66 $5,562,267.45 $5,616,367.27 $5,920,731.35 $5,496,444.05 $5,567,712.68 $5,719,527.04 $5,502,734.38 $5,694,016.34 $5,688,132.80 $5,642,868.47 $5,627,689.13 $5,859,371.00 $5,79 0,428.92 $5,550,632.60 $5,678,347.62 $5,859,611.23 $5,727,193.21 $6,000,915.01 $5,915,054.75 $5,690,438.24 $5,632,534.70 $5,896,104.96 $5,826,237.42 $5,745,474.40 $5,673,426.85 $5,563,163.02 $5,853,902.84 $5,747,959.51 $5,790,106.53 $5 ,950,037.15 $5,935,744.86 $5,760,708.57 $5,697,450.45 $5,934,652.45 $5,632,549.31 $5,478,253.05 $5,624,613.27 $5,787,890.10 $5,788,732.68 $5,444,632.76 $5,738,472.77 $5,611,272.87 $5,689,654.39 $5,857,887.99 $5,786,763.35 $5,420,363.92 $5,678,900.93 $6,042,316.94 $5,428,670.97 $5,727,390.08 $5,741,267.01 $5,742,963.68 $5,759,642.72 $5,765,371.84 $179,175.33 $165,062.17 $170,291.89 $156,872.17 $167,624.04

PAGE 159

159 APPENDIX G SIMULATION RUNS FOR CASE STUDY #2 (THROU GHPUT) Run Exp. 1 Exp. 2 Exp. 3 Exp. 4 Exp. 5 Exp. 6 Exp. 7 Exp. 8 Exp. 9 Exp. 10 1 0.409959179 0.383176071 0.384630973 0.401723237 0.368814163 0.372916096 0.402429213 0.408450058 0.381379846 0.37370269 2 0.399026945 0.405936913 0.401597555 0.404356229 0.385577626 0.37332588 0.3 85651858 0.414312685 0.406481642 0.403350691 3 0.421789034 0.398628478 0.3954877 0.416943312 0.378790305 0.388826264 0.38594568 0.378212204 0.419179789 0.370000151 4 0.387656773 0.377061047 0.400155725 0.411766294 0.371276811 0.410492283 0.402426608 0.42 2145217 0.390033649 0.443440868 5 0.400309199 0.377535792 0.440071698 0.400844675 0.398169314 0.438809123 0.438327839 0.422042864 0.372481546 0.396156359 6 0.422235768 0.389836824 0.382235603 0.374732633 0.396406924 0.395225919 0.381558083 0.401344609 0. 377895712 0.363390887 7 0.408489785 0.365387085 0.434301421 0.427782225 0.403225943 0.380336634 0.42047472 0.387555892 0.402985496 0.403126842 8 0.41077709 0.424662621 0.401154112 0.393388717 0.42625173 0.40568035 0.412341957 0.382720195 0.391409173 0.39 4584559 9 0.4382462 0.398079577 0.40402847 0.382219443 0.381809769 0.397132666 0.389929 0.38413447 0.380658486 0.365877552 10 0.407053573 0.385716175 0.404953074 0.405625323 0.421659159 0.389882996 0.393230828 0.383109548 0.400315205 0.391862344 11 0.40 8329728 0.428303407 0.420843817 0.388800342 0.391555623 0.38032257 0.412113869 0.423766745 0.387704866 0.345469471 12 0.382380832 0.38470186 0.406668304 0.395672253 0.414730536 0.4131731 0.388600823 0.412017871 0.392247554 0.382547759 13 0.438585142 0.41 2174555 0.408565568 0.382917004 0.390449563 0.405769749 0.397524805 0.421465402 0.419310451 0.397551527 14 0.409464178 0.413146133 0.448198464 0.398816511 0.433389607 0.400204398 0.436893739 0.406333083 0.39575689 0.407764736 15 0.405326457 0.377747487 0 .391024794 0.413065668 0.416413861 0.386186905 0.381835142 0.445150731 0.415531345 0.390075445 16 0.427188897 0.405658362 0.38847381 0.433056092 0.390336253 0.384421027 0.449076964 0.37519843 0.419708718 0.377555362 17 0.425742299 0.416908797 0.385829772 0.429546919 0.419575551 0.402609664 0.417777684 0.37906533 0.382082292 0.372447122 18 0.396763498 0.377105371 0.398273537 0.377493778 0.402196606 0.389254785 0.376157226 0.383011203 0.412217168 0.409771481 19 0.383285475 0.390626877 0.39940506 0.3886314 93 0.387858075 0.39908166 0.401290378 0.420595822 0.400867075 0.390272135 20 0.425527325 0.415529109 0.394084727 0.388455628 0.390599781 0.417623249 0.369850269 0.403488474 0.391659488 0.366213368 21 0.40471995 0.386213512 0.408462025 0.399138209 0.38906 0152 0.364859988 0.389845027 0.403040558 0.399229353 0.380330468 22 0.429609879 0.401577442 0.374995662 0.401758191 0.401725465 0.419346965 0.409936957 0.391909277 0.408197813 0.382417613 23 0.41488649 0.419371848 0.411901701 0.37108082 0.434680019 0.377 942782 0.377962191 0.414627062 0.396422907 0.415505911 24 0.343469723 0.40086156 0.446634553 0.439176112 0.374695151 0.442334678 0.405504934 0.432929988 0.429940604 0.402631152 25 0.389871942 0.438657319 0.389212658 0.389593021 0.427790629 0.391343852 0. 414676236 0.396341117 0.406165878 0.389449146 26 0.39239897 0.402341593 0.366531946 0.405148348 0.398499218 0.403860765 0.38469275 0.410029159 0.384045788 0.39537421 27 0.398021624 0.427531495 0.400565175 0.404263985 0.4100999 0.412585824 0.389665723 0.4 06443767 0.398955859 0.381712638 28 0.390998116 0.377332093 0.408834183 0.394873133 0.417297237 0.416913652 0.392076305 0.421388847 0.45403293 0.386575889 29 0.403949029 0.399461483 0.399227655 0.402047921 0.432156396 0.388848226 0.389329254 0.418763866 0.404129063 0.39384854 30 0.417807529 0.391330728 0.371277645 0.418182976 0.401223953 0.409459816 0.429856267 0.408545276 0.374821118 0.409983409 31 0.42083567 0.435564745 0.403756032 0.421739681 0.38316882 0.390517175 0.403716137 0.358599882 0.412508749 0.388263284 32 0.39285654 0.38435697 0.364265317 0.403161193 0.408392148 0.37109513 0.358237855 0.393068921 0.37621325 0.40115159 33 0.408325996 0.383641096 0.440008337 0.37850951 0.395855791 0.37546791 0.423006993 0.398401421 0.416455667 0.392435067 3 4 0.385551177 0.411904662 0.384463261 0.387700335 0.42202117 0.387584445 0.409171463 0.400900838 0.366927012 0.404818186 35 0.379449178 0.400350743 0.405880723 0.407046053 0.390591829 0.396122594 0.408364385 0.416904001 0.418944669 0.396019293 36 0.38958 3727 0.376710313 0.403957107 0.385458223 0.444206838 0.39165297 0.384469261 0.404229348 0.436349079 0.421275948 37 0.397148999 0.382805419 0.382539984 0.398362361 0.393394544 0.388708046 0.394008772 0.379400908 0.402908451 0.393830986 38 0.395540531 0.42 3293871 0.385023258 0.412346777 0.411264842 0.393474906 0.385455413 0.413155545 0.433774723 0.393706571 39 0.410654596 0.391593738 0.407771784 0.391097188 0.408154112 0.411783809 0.392246126 0.393588325 0.37981684 0.363618236 40 0.41460663 0.390794755 0. 404088758 0.399627129 0.40814142 0.40201419 0.410362389 0.3966092 0.40552422 0.365151441 41 0.397786477 0.410091231 0.346939722 0.392901525 0.375375281 0.409985873 0.392992403 0.405301876 0.399804316 0.415264414 42 0.393012887 0.40389636 0.406636949 0.42 2725986 0.395540812 0.410881035 0.410344444 0.407301091 0.387124865 0.393734042 43 0.4154392 0.424722151 0.423207145 0.387597892 0.428521929 0.432281212 0.412859707 0.426499837 0.377535792 0.402729638 44 0.404487378 0.3777865 0.413449883 0.395068514 0.41 4742052 0.400932508 0.389883379 0.419294354 0.410762208 0.393034029 45 0.400623242 0.39349977 0.358211624 0.409677356 0.395925371 0.433416697 0.423632622 0.416980783 0.399018179 0.356985333 46 0.37579434 0.429873232 0.385411202 0.379647522 0.412368554 0. 364251519 0.372309119 0.389482467 0.424318976 0.370505203 47 0.410314917 0.397449287 0.377919932 0.447273743 0.397197776 0.396523148 0.393164246 0.392759107 0.393661026 0.389458821 48 0.410958507 0.397418716 0.376188884 0.423243371 0.393795454 0.41222794 0.403750287 0.419953393 0.375381801 0.388980043 49 0.38739956 0.388576043 0.401534023 0.385581862 0.424362827 0.404788384 0.380385624 0.374394974 0.378145317 0.385894077 50 0.392434709 0.395006503 0.424595906 0.412039344 0.396978581 0.364644704 0.380688 653 0.389542183 0.392916989 0.386993438 51 0.411003705 0.411806301 0.417353966 0.404365947 0.400053233 0.412537009 0.392136409 0.421504741 0.396986516 0.407852384 52 0.403088621 0.39204543 0.388566748 0.392815358 0.384489052 0.389851661 0.399918237 0.420 720811 0.403551873 0.363856336 53 0.419632488 0.405992146 0.418203391 0.379783885 0.388143813 0.366768723 0.400275589 0.422402871 0.415154082 0.402696698 54 0.379884792 0.383115417 0.386879716 0.399444428 0.401146177 0.416536927 0.440709338 0.407796101 0 .419698815 0.397218763 55 0.404711587 0.393589967 0.382906844 0.379922448 0.42550938 0.423063034 0.423510633 0.407193632 0.387258759 0.405273192 56 0.415425456 0.444271171 0.432999038 0.426472308 0.418518778 0.409555395 0.404337636 0.386314656 0.38481472 3 0.377346552 57 0.388720606 0.409469145 0.407458086 0.412385918 0.397979404 0.38962902 0.413042386 0.392655004 0.429599846 0.378729828 58 0.432314679 0.392896883 0.398621424 0.39895483 0.424355286 0.413115799 0.395662973 0.377944748 0.419406119 0.434101 076 59 0.387458664 0.410978803 0.427080744 0.400362059 0.400563849 0.410048873 0.406794631 0.359494739 0.430061728 0.378185046 60 0.39799044 0.414073363 0.404630417 0.427714168 0.402059633 0.403044566 0.40288887 0.393677475 0.423374272 0.374169035 61 0. 402918017 0.383773917 0.389946713 0.395986982 0.390244282 0.410852019 0.395124654 0.415301342 0.405691924 0.41069212 62 0.428870512 0.412737421 0.409126743 0.394408442 0.402256925 0.417337724 0.391359834 0.394889271 0.39285441 0.394931642 63 0.408082272 0.372176851 0.394343172 0.40821206 0.375410599 0.395583394 0.394640195 0.386236951 0.398253317 0.383552268 64 0.401735284 0.39000046 0.406919081 0.409908923 0.378135463 0.396866796 0.404792994 0.421892081 0.402324558 0.372927071 65 0.436893739 0.40182262 2 0.41265004 0.427333987 0.370182327 0.416853016 0.418111145 0.394937068 0.365374282 0.402304927 66 0.380293746 0.380456288 0.396378466 0.390308717 0.433427168 0.387721042 0.437993273 0.411686461 0.405433868 0.392885049 67 0.381300828 0.387898525 0.40249 5734 0.402640847 0.387717845 0.391170382 0.417116407 0.381359495 0.389105416 0.388501042 68 0.402137355 0.40244387 0.393181579 0.384255207 0.391643571 0.430286614 0.396115538 0.390131376 0.406934047 0.39542902 69 0.425048361 0.383086088 0.429070125 0.369 396199 0.392278257 0.397923732 0.367757968 0.393607182 0.438807995 0.371690902 70 0.400805207 0.433159439 0.373546332 0.400320214 0.427205629 0.412366111 0.385123873 0.370387421 0.419440219 0.402199201 71 0.385293612 0.385485173 0.410774502 0.407768442 0 .410656032 0.399968666 0.42718272 0.416353062 0.374550202 0.424060158 72 0.467143539 0.409494177 0.434398715 0.384854517 0.380878023 0.385741353 0.397348973 0.387275406 0.393808564 0.411578017 73 0.4040276 0.417603562 0.424922859 0.411424385 0.397207092 0.381863654 0.409750306 0.433944058 0.384509103 0.380309465 74 0.409440837 0.408931595 0.430227745 0.396724284 0.41464265 0.39412917 0.389090507 0.393322681 0.405801476 0.402994169 75 0.412773047 0.429342637 0.424289132 0.373587359 0.39402883 0.398153312 0.39802309 0.392385152 0.408012931 0.385312332 76 0.405493157 0.413712842 0.406927664 0.381256527 0.373394637 0.404398645 0.400025468 0.404413759 0.393511972 0.375346349 77 0.387110256 0.399806831 0.438523068 0.385329838 0.397868097 0.398613219 0.400169 864 0.399460091 0.40804038 0.378572239 78 0.367278141 0.419584029 0.384567883 0.385211861 0.402324558 0.424872917 0.389650889 0.383766044 0.386650731 0.41494213 79 0.402354969 0.404551408 0.369810439 0.399224781 0.385504351 0.392451375 0.44977089 0.39467 5914 0.403482434 0.378430197 80 0.401484944 0.41653129 0.405778822 0.385749218 0.422767856 0.392473735 0.428629207 0.358599882 0.382949165 0.395913959 81 0.3876708 0.386076594 0.384096009 0.409366797 0.417098939 0.435084885 0.377568647 0.379131939 0.4152 00329 0.413329725 82 0.410916596 0.4145954 0.380960191 0.391372388 0.413666468 0.425793718 0.390447543 0.371429694 0.42511362 0.446576916 83 0.423840745 0.427240856 0.391693453 0.423673753 0.383811038 0.426195036 0.425369101 0.379887477 0.40135195 0.4228 95901 84 0.412737337 0.410980974 0.404818183 0.374160053 0.371072708 0.381920627 0.383016892 0.382417142 0.377345205 0.411204773 85 0.395754783 0.395191711 0.399123203 0.426011862 0.424149013 0.400713105 0.391809206 0.404922221 0.418862354 0.393568771 8 6 0.411175261 0.395930558 0.439497941 0.396115597 0.380073715 0.405504934 0.387813685 0.39309357 0.386098229 0.39966539 87 0.389490126 0.417411748 0.410553216 0.42000328 0.408111465 0.379865784 0.430506793 0.41220785 0.412684976 0.412856456 88 0.39918553 6 0.436868002 0.400644086 0.396929628 0.417866423 0.381316566 0.403971021 0.380580994 0.401022904 0.429648518 89 0.41263156 0.383770939 0.395138124 0.413394689 0.405514354 0.383802888 0.389071598 0.376671895 0.394624043 0.383343271 90 0.401143426 0.40079 2503 0.374738372 0.416883473 0.409077117 0.384478886 0.383618397 0.396721901 0.373247604 0.392603752 91 0.408129176 0.382602558 0.435135329 0.409809592 0.411765633 0.41061638 0.42692143 0.391168942 0.403732408 0.369602377 92 0.390632581 0.395435735 0.389 192966 0.40025166 0.413059913 0.390066452 0.405892636 0.387714624 0.426878805 0.37570554 93 0.37524611 0.421919207 0.411197025 0.380531968 0.400138954 0.399313915 0.408877003 0.385968568 0.398095506 0.361621489 94 0.394583156 0.405304657 0.379974604 0.40 612923 0.394833823 0.429096076 0.396573409 0.40568902 0.415506437 0.37227792 95 0.420924509 0.378800499 0.434408792 0.372977302 0.395522853 0.402689846 0.400180312 0.409545811 0.433922071 0.42848713 96 0.41595534 0.403957107 0.401207373 0.397361246 0.377 259055 0.375727724 0.411372413 0.425033812 0.388111099 0.376278382 97 0.414935991 0.395868673 0.393343493 0.388549131 0.427416362 0.404741206 0.359748153 0.394734715 0.408189355 0.395958555 98 0.384261853 0.387028845 0.40806774 0.417090278 0.407333836 0. 407791773 0.397899674 0.39033244 0.428723566 0.394915892 99 0.404002877 0.407012651 0.428196573 0.38755654 0.414203185 0.380764453 0.399794506 0.428775222 0.412077651 0.392180328 100 0.399722289 0.411482959 0.390622779 0.391220982 0.421254498 0.418894216 0.423345029 0.392637358 0.415704143 0.396878117 Mean 0.403803314 0.401410475 0.402186659 0.400174196 0.402201376 0.399852824 0.401268836 0.399575029 0.401958758 0.392384403 Std. Dev. 0.017263771 0.017118161 0.020298921 0.016262242 0.017285868 0.01731330 9 0.018418525 0.017696941 0.017923231 0.018702887

PAGE 160

160 Exp. 11 Exp. 12 Exp. 13 Exp. 14 Exp. 15 Exp. 16 Exp. 17 Exp. 18 Exp. 19 Exp. 20 Exp. 21 0.358893329 0.403795487 0.400409945 0.377450813 0.394862523 0.382334765 0.415813258 0.406573495 0.390240222 0.4238 47799 0.375178472 0.411524634 0.376964281 0.396379862 0.416661036 0.377217505 0.397457406 0.370901231 0.395812838 0.356870239 0.382815487 0.354010178 0.410497409 0.384688103 0.372627454 0.386961628 0.416859744 0.383838687 0.416760068 0.385937799 0.381251 878 0.383583516 0.37495347 0.347645998 0.376634847 0.382091681 0.402072733 0.364931437 0.367128594 0.39009546 0.425302484 0.365775773 0.366211926 0.372535021 0.39028923 0.361881289 0.387430949 0.377208193 0.419829256 0.393713167 0.417573011 0.391674191 0 .409595328 0.386621075 0.367059702 0.380720914 0.404842407 0.385464008 0.373308542 0.371565613 0.415350025 0.424348737 0.386792172 0.395945842 0.373984899 0.362024569 0.418033289 0.370438999 0.388930119 0.400457434 0.372943906 0.426858723 0.392497863 0.3 79592952 0.363249806 0.384486161 0.360391123 0.408669553 0.402631556 0.377010088 0.403038502 0.359299246 0.381258356 0.376150879 0.411513193 0.354214719 0.395796786 0.388698507 0.389122444 0.402234019 0.38158515 0.378121767 0.411316698 0.456972691 0.3870 19926 0.394263045 0.37352844 0.404314898 0.385347934 0.419261851 0.3906312 0.369247534 0.377360247 0.416033751 0.394365806 0.397872953 0.358371144 0.395280331 0.342458373 0.393376569 0.401990377 0.377068756 0.378566722 0.392086552 0.409191639 0.393171784 0.387766183 0.402589451 0.356531079 0.404220944 0.357560526 0.395388661 0.40127262 0.370094547 0.375115762 0.377377239 0.381307544 0.375369941 0.394988007 0.353578428 0.377505968 0.379551085 0.403539812 0.393765186 0.393999222 0.367502161 0.346958716 0. 377392168 0.418442353 0.355970727 0.388752402 0.355985824 0.376500878 0.394187271 0.405775103 0.396889262 0.373494266 0.398647803 0.418046273 0.386014892 0.383787734 0.399160879 0.355942137 0.367262885 0.386961628 0.378509357 0.382007947 0.379925853 0.39 406975 0.37605638 0.393450766 0.367112512 0.34847636 0.396498644 0.407933485 0.379346495 0.398032192 0.37523332 0.370553494 0.38163295 0.389838735 0.38188852 0.371839658 0.404665461 0.392705974 0.383974599 0.394397867 0.401217956 0.38198942 0.39685119 0. 408075211 0.376360434 0.366464536 0.403904937 0.374168806 0.398546166 0.417908025 0.377173009 0.381943869 0.377426837 0.370237452 0.395324442 0.373770188 0.377712478 0.405712139 0.414392302 0.421143531 0.391672903 0.382554294 0.40519983 0.368009396 0.381 427829 0.406792152 0.381219927 0.380343624 0.402281744 0.37687758 0.372074604 0.401178485 0.393687041 0.396203674 0.360336998 0.368178301 0.380867537 0.386662727 0.438414848 0.391043917 0.361419661 0.390513699 0.4162173 0.391587339 0.365590534 0.36942923 9 0.403358357 0.408652357 0.407925824 0.414579059 0.396028149 0.359350579 0.393518617 0.35895911 0.378464182 0.402952736 0.397145055 0.388859517 0.371763842 0.372116279 0.367741476 0.37690955 0.388579766 0.388507479 0.384087608 0.374847782 0.372203314 0. 376909136 0.407899425 0.407688124 0.379820335 0.402228483 0.401364334 0.402360609 0.382300936 0.38125281 0.365491488 0.409534203 0.380646761 0.379756787 0.369507575 0.393374027 0.383485175 0.382326778 0.381013685 0.363728461 0.398955131 0.390756932 0.411 943383 0.382853696 0.39508719 0.420842728 0.399688627 0.373473088 0.409833191 0.390032846 0.398198144 0.364397366 0.399209831 0.388137583 0.401185228 0.38557139 0.359907466 0.414591344 0.383359705 0.416801537 0.353156189 0.385905723 0.359102423 0.4329035 37 0.406432451 0.395967742 0.386627369 0.386433775 0.407375727 0.399362895 0.390960562 0.396366779 0.396215392 0.361544604 0.37658636 0.366522085 0.396833361 0.398525826 0.399641047 0.384045387 0.397582127 0.357092163 0.39481502 0.365912615 0.389150152 0 .41577471 0.386876068 0.405054792 0.381053776 0.361915719 0.40016937 0.363594377 0.379273741 0.370983471 0.378897067 0.357398966 0.397930071 0.36994594 0.38725746 0.413350568 0.425904841 0.377680152 0.38750134 0.398156307 0.38220738 0.372656934 0.38501090 3 0.370014276 0.381303775 0.379009392 0.358479873 0.416363628 0.390096195 0.363976101 0.383425224 0.398482718 0.402786383 0.382992351 0.365553808 0.387943316 0.361456636 0.411080226 0.404279233 0.3725468 0.377770392 0.418136828 0.391568603 0.371943566 0. 367138022 0.404690144 0.397271686 0.411619334 0.384756575 0.382995549 0.390203441 0.389172447 0.387543783 0.393566718 0.419596109 0.396376487 0.389733769 0.403360662 0.385245237 0.388707165 0.39731935 0.42638008 0.378063955 0.380339712 0.433565648 0.3675 65853 0.385315777 0.394082953 0.384174611 0.38075631 0.391005674 0.416498775 0.397057774 0.392130308 0.386887293 0.416150246 0.389451032 0.401970108 0.443228252 0.457076092 0.407651316 0.42439297 0.407133279 0.405628701 0.380225556 0.396795655 0.36853600 1 0.39100452 0.37612986 0.41600516 0.392164504 0.388705018 0.3920925 0.3782888 0.37776729 0.407647212 0.40070658 0.373328924 0.345977841 0.387076377 0.412678441 0.379777183 0.363950478 0.397617294 0.374664601 0.408793884 0.385895218 0.402595861 0.3996030 4 0.384840664 0.38388353 0.400545587 0.392301259 0.406956122 0.390600504 0.379038738 0.389928259 0.431103002 0.385565168 0.383369534 0.363474247 0.391235826 0.376136327 0.367694527 0.372322592 0.376664718 0.372880456 0.392009915 0.397286351 0.389172447 0 .406413208 0.371549303 0.380883312 0.404744565 0.402193556 0.393742327 0.377693199 0.399020294 0.39345975 0.392344949 0.376018022 0.388214082 0.394067195 0.382557035 0.374766759 0.419815612 0.367401796 0.405438359 0.378171548 0.370574719 0.407169395 0.38 6253859 0.378816332 0.410620981 0.413084359 0.362069384 0.391436008 0.40456008 0.368642077 0.380837491 0.39650486 0.384480827 0.368592312 0.383182012 0.38253683 0.354758801 0.389300207 0.377734542 0.416951111 0.391690478 0.415315864 0.390704694 0.3582971 2 0.403662009 0.374369531 0.396625108 0.335524679 0.380988334 0.410466043 0.390672907 0.397708386 0.393050633 0.3834113 0.374122807 0.426338809 0.379938766 0.369901619 0.377353773 0.391610122 0.398453652 0.375999694 0.371746085 0.377792581 0.377166792 0. 422471276 0.405603737 0.397124745 0.359808061 0.37079169 0.375181381 0.407015721 0.353860298 0.377286778 0.398372914 0.367543897 0.386614982 0.402160075 0.380654855 0.37504696 0.382796558 0.390147898 0.374258032 0.368132282 0.393657437 0.39485454 0.40719 5537 0.419253185 0.41990229 0.383183967 0.347908973 0.374208897 0.369345358 0.406613692 0.407607029 0.383193315 0.404017512 0.392974061 0.36873798 0.399172224 0.393530046 0.395298627 0.39559262 0.375708592 0.4023312 0.390959542 0.393617976 0.381577222 0. 404394562 0.385060536 0.407514989 0.394694289 0.39891154 0.358687338 0.397310264 0.427141977 0.408802642 0.423032591 0.400656527 0.390183073 0.368168752 0.391423658 0.363690127 0.395834309 0.368465696 0.401675714 0.379039985 0.359522108 0.359744006 0.408 469327 0.376569405 0.434822614 0.379493513 0.370623029 0.374545289 0.371749907 0.390572924 0.407448652 0.430605697 0.404698521 0.377275503 0.376365872 0.424079519 0.385015787 0.373167448 0.394911645 0.370166524 0.402631152 0.375035218 0.393542234 0.38481 5817 0.390825883 0.400315316 0.388177955 0.404199884 0.387497871 0.371670019 0.373158631 0.382476012 0.400156165 0.373960476 0.39066797 0.424267895 0.396022163 0.398321379 0.411184452 0.410032759 0.38835654 0.382761104 0.367314071 0.404748667 0.356259477 0.396574927 0.403998483 0.389504535 0.361754925 0.381276346 0.362699381 0.38964235 0.382692694 0.379129278 0.364675366 0.422926308 0.38730072 0.404487692 0.3997265 0.387206714 0.351763472 0.379068469 0.406744224 0.394606934 0.375803733 0.408391141 0.386 484297 0.38535199 0.387338723 0.416524823 0.382232712 0.382158641 0.396099717 0.402080208 0.389299208 0.347946702 0.377437346 0.344017073 0.384189774 0.385377809 0.395690791 0.392760956 0.420424279 0.365723411 0.379657555 0.363994901 0.377487614 0.429795 969 0.420585834 0.395137927 0.39380075 0.416712914 0.396046228 0.386604392 0.372645891 0.374830355 0.383079082 0.404488024 0.358381544 0.379504385 0.360004868 0.397253338 0.377852456 0.396469489 0.367292804 0.359986491 0.391756461 0.390401038 0.407864845 0.36932607 0.375827564 0.382880772 0.358766329 0.397393984 0.379073129 0.392550293 0.391536773 0.330779519 0.380321374 0.383474903 0.374221868 0.389648008 0.379271854 0.372266222 0.389616766 0.392895781 0.381784241 0.36927752 0.361696448 0.328880871 0.3 84683052 0.395447052 0.378174264 0.411695641 0.378858128 0.402928888 0.409250031 0.366603662 0.390448821 0.398809228 0.354361956 0.394269558 0.365831616 0.391467861 0.396960417 0.409159529 0.37741336 0.381230775 0.389951953 0.421829669 0.361999548 0.38422 481 0.356250161 0.392932975 0.384711398 0.407354492 0.410617406 0.390750549 0.386399256 0.35374829 0.371204207 0.382571752 0.380916285 0.395017334 0.381082452 0.391029466 0.382506451 0.386538266 0.404005973 0.39025764 0.417057319 0.405574286 0.352777712 0.383912008 0.415385968 0.412415906 0.365842094 0.384193187 0.417183279 0.409962701 0.393000505 0.386629151 0.350969799 0.365307553 0.396614393 0.373588678 0.393029878 0.376661757 0.386895729 0.411353897 0.36838916 0.403348135 0.391300983 0.399587295 0.3 60865702 0.370717339 0.379077344 0.381897328 0.372798787 0.364829691 0.394607012 0.406199741 0.357776379 0.401257301 0.339035794 0.384445655 0.391201138 0.403391355 0.402560716 0.389121662 0.364924293 0.377518245 0.392356645 0.371788199 0.360190477 0.391 573387 0.399561448 0.386279374 0.398704214 0.394776 0.405211771 0.392538909 0.38743941 0.366600571 0.380204947 0.373659328 0.38068821 0.367056586 0.392570193 0.377386213 0.386315814 0.40053183 0.40224012 0.395859575 0.371805452 0.359033031 0.379579952 0. 337290059 0.3539914 0.36384258 0.384792232 0.399408487 0.407065829 0.39505528 0.368242083 0.407117218 0.407281083 0.393437195 0.340925276 0.401636181 0.372189702 0.378313655 0.374679501 0.399197467 0.369553286 0.374407609 0.408542635 0.405882202 0.374052 974 0.400432121 0.343036508 0.371345152 0.401787427 0.398858741 0.399666182 0.391265513 0.410101641 0.372896644 0.432877023 0.388902281 0.378647921 0.385467162 0.388724305 0.404781951 0.415596831 0.406193759 0.419691893 0.420333642 0.389323495 0.38630895 6 0.389820985 0.383172954 0.406091321 0.368378055 0.405748192 0.361937708 0.379264245 0.382692369 0.401866536 0.41233892 0.421794154 0.385402249 0.349898155 0.367823137 0.376334189 0.403159429 0.411279683 0.401477446 0.396641355 0.418929019 0.395660068 0 .39427289 0.367921101 0.375906125 0.34612163 0.399420686 0.392893896 0.371193546 0.382291333 0.420567696 0.396201693 0.382491925 0.390920234 0.444426663 0.392833987 0.387692564 0.371725968 0.403275592 0.434842785 0.399583667 0.376802813 0.413232889 0.401 850343 0.390684883 0.406476636 0.388232727 0.408866687 0.3946083 0.399999152 0.414744329 0.380419537 0.394998364 0.383686451 0.377760681 0.384156582 0.398279599 0.369533458 0.378870862 0.365663877 0.396616016 0.41867606 0.406227932 0.398308325 0.40103981 9 0.376386734 0.406659496 0.436431326 0.382526027 0.372108458 0.359809418 0.416167418 0.402544781 0.36349535 0.401657193 0.402928888 0.381601528 0.393389361 0.421395996 0.346374273 0.396649335 0.369517193 0.374129088 0.387001269 0.396600109 0.380536732 0 .371814838 0.39524394 0.426167146 0.395939579 0.385201903 0.390499689 0.371996952 0.385815552 0.404542057 0.402127315 0.378975478 0.400168288 0.392119509 0.389820985 0.358899549 0.357471106 0.427670393 0.405060334 0.394478445 0.382239464 0.371738106 0.38 2929662 0.431001342 0.408621562 0.40507793 0.415415746 0.381461134 0.375843754 0.390287187 0.37021302 0.392655762 0.397793463 0.403330115 0.37542515 0.385698668 0.396658711 0.397309024 0.371730231 0.361395486 0.401012361 0.388744975 0.39103792 0.38257078 3 0.378091138 0.381237618 0.386508697 0.370919302 0.366621117 0.359162373 0.386658593 0.342032191 0.413753329 0.380027489 0.384565569 0.411111209 0.39828173 0.415397651 0.366718879 0.394478445 0.385862441 0.389113922 0.348276973 0.377531651 0.420301865 0 .384665334 0.38896989 0.397995225 0.385512873 0.393778356 0.430053665 0.386287861 0.342802388 0.34488161 0.385666036 0.392316681 0.366345797 0.386152032 0.377217477 0.403476561 0.405658942 0.372811617 0.393568203 0.36466867 0.380902602 0.400112875 0.3833 79619 0.393475245 0.410625561 0.423323785 0.376691709 0.413485815 0.383772402 0.395818313 0.406606983 0.40723515 0.38059411 0.416447702 0.380662302 0.404054114 0.381875408 0.401064722 0.407913361 0.381105919 0.365942644 0.379371027 0.381556993 0.38367016 2 0.405818916 0.409478861 0.380907611 0.405842111 0.391590925 0.394254338 0.392675142 0.397339794 0.374893119 0.398799895 0.379634933 0.390073865 0.382826479 0.351806717 0.434210095 0.376470061 0.410534069 0.396052894 0.362991372 0.378076515 0.400058269 0.396167686 0.37660656 0.407559096 0.372693131 0.405175184 0.375349408 0.400909482 0.386915173 0.362550345 0.397845689 0.358022704 0.417839761 0.371880817 0.346297908 0.385613904 0.399302409 0.387914049 0.405350466 0.399413301 0.367963564 0.393933959 0.36 6782117 0.391635149 0.381346519 0.373500762 0.394805816 0.394698204 0.411851852 0.401859317 0.381006499 0.371937153 0.395744543 0.3592291 0.3766441 0.392332695 0.394418949 0.363171936 0.426156755 0.402698213 0.379002552 0.383820539 0.366216972 0.41875434 1 0.399899087 0.390540636 0.392811161 0.386433183 0.388329953 0.394371427 0.392393062 0.392862684 0.391481851 0.38011374 0.382421496 0.378495206 0.017134943 0.017793135 0.016616489 0.015169899 0.018467391 0.015585264 0.018336649 0.018358624 0.018815926 0 .019590581 0.01729737

PAGE 161

161 Exp. 22 Exp. 23 Exp. 24 Exp. 25 Exp. 26 Exp. 27 Exp. 28 Exp. 29 Exp. 30 Exp. 31 Exp. 32 0.370382951 0.383037731 0.374067471 0.393750662 0.376829753 0.376668425 0.406949321 0.417199649 0.395583786 0.387675544 0.378319512 0.375456 415 0.401916443 0.374596243 0.350761125 0.387628295 0.371212606 0.415757718 0.406133088 0.426190566 0.394483319 0.401623286 0.404681634 0.392966894 0.382509459 0.399983174 0.407343036 0.344061911 0.416169737 0.414551701 0.402999971 0.385337867 0.405925529 0.415241632 0.362002506 0.391918001 0.377170957 0.398411637 0.411872298 0.38718996 0.385078056 0.393757911 0.427388106 0.379186207 0.362227398 0.411425843 0.389444417 0.362624324 0.380774433 0.382749649 0.406364297 0.42638548 0.39791993 0.391670282 0.38 0189014 0.353345919 0.389464171 0.358452902 0.374287503 0.415991228 0.35645342 0.399501197 0.404012102 0.386464262 0.443102319 0.377761039 0.400280596 0.378939638 0.388857882 0.376379747 0.410808215 0.40809852 0.388744733 0.402913928 0.401488916 0.367714 512 0.3860133 0.4017675 0.385961042 0.369569388 0.350886943 0.352723885 0.373832993 0.400545161 0.398081233 0.39059753 0.371890201 0.39990365 0.399907589 0.374277172 0.38760483 0.384332842 0.376902185 0.353862228 0.400381091 0.400133385 0.383523223 0.408 702486 0.416121982 0.404323744 0.385020882 0.364754705 0.366733274 0.383768469 0.393049192 0.398495196 0.394509595 0.39568051 0.40725563 0.378663577 0.357784658 0.363983682 0.372680546 0.383054767 0.415116376 0.374392118 0.392669522 0.365362596 0.4137019 66 0.387976403 0.387299606 0.382484738 0.397121336 0.39241977 0.374567692 0.357692782 0.365181079 0.373854824 0.401486603 0.403015687 0.392390238 0.383762871 0.422658229 0.36728481 0.392347268 0.407672895 0.407275482 0.358400965 0.386965349 0.395749634 0 .383781387 0.403932199 0.40025097 0.39762477 0.368439553 0.374596243 0.383585504 0.403668246 0.355696291 0.400788215 0.394973056 0.392118377 0.38584517 0.391353217 0.385931552 0.374481448 0.394307356 0.386642281 0.371659246 0.417519387 0.396041323 0.4131 30228 0.394473955 0.417205448 0.410118523 0.383359484 0.351882229 0.373829665 0.391905135 0.370560608 0.347421283 0.39000877 0.379752034 0.415829094 0.414050515 0.373796508 0.399982256 0.374122297 0.402640062 0.360224017 0.408415402 0.366553839 0.3860368 54 0.390657004 0.419300266 0.401541955 0.413196724 0.384842515 0.377941113 0.391252752 0.40591023 0.359623585 0.373679717 0.41796559 0.386930748 0.412701308 0.359967032 0.416884876 0.35520981 0.357801632 0.387352064 0.386325416 0.372903385 0.363467757 0. 405219848 0.425665831 0.365395091 0.407285774 0.39031264 0.380980714 0.381530767 0.392076329 0.386217801 0.390082238 0.428114323 0.368475574 0.390875694 0.404455264 0.416323698 0.416357515 0.380017516 0.390645332 0.377813455 0.392247109 0.392295118 0.386 669605 0.400271451 0.4035003 0.398614377 0.422914934 0.383971775 0.380838037 0.374519842 0.407918198 0.38255197 0.398173317 0.37335946 0.418849846 0.384818333 0.384385281 0.389207534 0.388170996 0.399313573 0.424189551 0.395855916 0.395745878 0.389090271 0.387275301 0.380191682 0.356898478 0.417166241 0.383573877 0.400621692 0.388242641 0.39487941 0.391258078 0.385424101 0.375456053 0.365371458 0.397203917 0.390164873 0.379219848 0.416333194 0.403996908 0.374107534 0.387291388 0.384082311 0.380047614 0. 398408612 0.382620681 0.37680285 0.414797387 0.395934721 0.391298588 0.394448746 0.383281027 0.373302541 0.381668428 0.383263361 0.383934583 0.351767209 0.383587013 0.381901194 0.40142467 0.400768498 0.378384233 0.383989534 0.390893433 0.374700397 0.3957 55645 0.367379883 0.362635392 0.424798347 0.392948885 0.433566839 0.39347128 0.402816948 0.37139566 0.366493422 0.403936515 0.415727086 0.418725636 0.381152829 0.434398132 0.386758365 0.398596115 0.373574681 0.3930102 0.357641938 0.400150991 0.37767394 0 .377453616 0.395198094 0.416279134 0.420899532 0.384562456 0.401694328 0.377090337 0.435492449 0.367588306 0.376908333 0.385505632 0.341166321 0.415758179 0.36597574 0.398819482 0.386334052 0.395026327 0.365416791 0.399526258 0.382296237 0.419708447 0.36 730834 0.39662356 0.376349294 0.393768904 0.394031374 0.394097676 0.363245837 0.384814382 0.380808619 0.385737593 0.376898295 0.378390708 0.396691247 0.366374801 0.385955931 0.404166611 0.420808999 0.403169787 0.387919385 0.389806014 0.395209268 0.362726 545 0.364425569 0.346955443 0.385937803 0.387018291 0.390205338 0.377057543 0.393710164 0.389459013 0.382553468 0.363186147 0.401900642 0.376666014 0.37333978 0.364920309 0.397253484 0.398081144 0.40657149 0.38524991 0.399328982 0.387151931 0.371670019 0 .375703087 0.351200584 0.363213033 0.367910273 0.365330927 0.413184241 0.369923995 0.401230619 0.417861948 0.436087202 0.398743497 0.388102018 0.382734681 0.391920102 0.383550472 0.357873183 0.400202737 0.387440768 0.366158959 0.3882566 0.372747838 0.376 818805 0.413943346 0.381873608 0.36750556 0.398828789 0.363491697 0.381337058 0.404653698 0.431938624 0.389963803 0.407897234 0.350734246 0.372269817 0.374606688 0.359811882 0.380224311 0.384110719 0.414023192 0.406428847 0.412029658 0.395037897 0.4448175 14 0.371198334 0.377293589 0.377733435 0.38176364 0.358590814 0.382396233 0.396012542 0.414716067 0.380912727 0.381336713 0.414297906 0.40642143 0.343449383 0.385978459 0.390003378 0.37738622 0.413129952 0.419437133 0.387242769 0.392816348 0.360469376 0. 397065455 0.354999585 0.348807026 0.373218069 0.404854237 0.391596488 0.377671579 0.391257836 0.397698722 0.387470731 0.385615065 0.382705559 0.358596048 0.413010551 0.368501773 0.386330638 0.339264693 0.399202291 0.40608834 0.396626069 0.418392229 0.426 997163 0.399225585 0.389122638 0.38162654 0.374700653 0.361065986 0.394442031 0.370759024 0.402954701 0.401557179 0.394044875 0.392624822 0.418810352 0.39011215 0.392251052 0.35590501 0.367445935 0.359043148 0.368680891 0.406752895 0.393372181 0.41554421 3 0.377273285 0.382070568 0.390148681 0.383993902 0.419030778 0.382925339 0.406222538 0.389980613 0.400133385 0.390605714 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0.414969944 0.404155543 0.355554109 0.377502282 0.396757088 0.383362082 0.412108459 0.36572796 0.401285932 0.394091185 0.386290229 0.410635046 0.389960203 0.385366866 0.380167329 0.412509121 0.406045851 0. 397041131 0.378804705 0.395664333 0.368769013 0.393575949 0.415631636 0.400321476 0.383827553 0.388164211 0.36609439 0.342382834 0.401101371 0.379514091 0.376590596 0.414231944 0.382482557 0.371089396 0.378518834 0.384121333 0.382376406 0.372132688 0.388 719809 0.400823862 0.377952286 0.381400395 0.353787171 0.382083884 0.394827621 0.400527905 0.41968487 0.396633625 0.3991917 0.397585182 0.381966102 0.356454148 0.360158294 0.344402158 0.443131724 0.368223865 0.422245117 0.384103991 0.374918833 0.35907705 4 0.415689486 0.385445002 0.393300367 0.387399272 0.406531293 0.353488189 0.399826618 0.369829424 0.361915365 0.407650017 0.375367501 0.387968751 0.382452393 0.402645373 0.374151053 0.392564223 0.388466212 0.400616092 0.424850961 0.394961708 0.418024329 0.389796536 0.369978305 0.386253074 0.390354847 0.391838706 0.399151246 0.413037246 0.381967792 0.406541358 0.416114307 0.361513962 0.397848611 0.375002961 0.3615134 0.375770173 0.368399888 0.387167408 0.407036411 0.409460124 0.382891242 0.392220177 0.390 140436 0.360768025 0.358757111 0.409332886 0.383185121 0.373297552 0.399859795 0.393191711 0.368631957 0.383722026 0.398451984 0.386298173 0.395701184 0.36543971 0.413111203 0.383090143 0.3768314 0.42773654 0.405025529 0.376410087 0.376078275 0.371330621 0.43348121 0.353431805 0.41987165 0.349346593 0.357466246 0.388334057 0.367708872 0.382148517 0.427892267 0.392820189 0.399804029 0.416927949 0.405655856 0.378241366 0.354392957 0.387435796 0.368069813 0.376310242 0.366757549 0.391049986 0.409582189 0.4 03103135 0.403129569 0.384906572 0.396902329 0.383453317 0.390148681 0.374595117 0.375403149 0.397062357 0.39530155 0.382265612 0.382534786 0.39519516 0.363918078 0.390331791 0.362525658 0.408404838 0.390994 0.414294179 0.383039732 0.434683899 0.37649744 3 0.407065335 0.421922574 0.365406153 0.416443171 0.387608256 0.367359567 0.415809868 0.390382059 0.408031385 0.395693623 0.394450639 0.408047616 0.390738827 0.373613595 0.39398264 0.382350099 0.377676928 0.4065642 0.396680162 0.369945166 0.400456547 0.3 80603554 0.403808889 0.390957227 0.386626042 0.382607905 0.385851167 0.388333195 0.380466837 0.378310796 0.412115468 0.369747103 0.420787537 0.381330076 0.389168253 0.370606421 0.37557294 0.376846188 0.404130076 0.347920442 0.416871471 0.369435497 0.4123 40047 0.400701732 0.401555681 0.417901639 0.36717859 0.384558358 0.394431711 0.374157849 0.351891411 0.387263728 0.364416876 0.390147523 0.402153761 0.405076989 0.397853351 0.393630237 0.379716178 0.40672712 0.362143385 0.414276509 0.378173785 0.37196026 7 0.403286037 0.389663492 0.417386974 0.395379471 0.387695068 0.36259676 0.384919228 0.402586326 0.363087709 0.380052827 0.380607902 0.415211728 0.379340597 0.420826932 0.382621192 0.378583614 0.383148603 0.413067218 0.348825324 0.413151377 0.386490718 0 .403932199 0.404809949 0.41118267 0.399509139 0.399281521 0.374555408 0.383724951 0.384182386 0.390835119 0.388079534 0.378893781 0.391514047 0.394927253 0.405173201 0.370035688 0.398817899 0.364225019 0.389708231 0.360541112 0.368189865 0.354752648 0.39 9402172 0.398426543 0.446359404 0.389180712 0.397234689 0.40193573 0.364755034 0.384851719 0.382649516 0.369181122 0.357967778 0.38735251 0.372111378 0.394328146 0.415379223 0.403814647 0.400854601 0.413696186 0.372243425 0.391612506 0.371384756 0.389310 543 0.353024871 0.386518925 0.393492243 0.400162766 0.37281092 0.412159638 0.371472425 0.381816345 0.393824789 0.353120108 0.386619244 0.369062792 0.416730683 0.40440107 0.403827526 0.376944043 0.419063325 0.391675738 0.364939948 0.385543204 0.388955824 0.381224286 0.366800675 0.337641968 0.452812361 0.393694448 0.408272728 0.386774646 0.391943008 0.371019535 0.375538664 0.40288411 0.409656196 0.377109519 0.400071545 0.415110389 0.406994116 0.383210323 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162 Exp. 33 Exp. 34 Exp. 35 Exp. 36 Exp. 37 Exp. 38 Exp. 39 Exp. 40 Exp. 41 Exp. 42 Exp. 43 0.397571611 0.404401415 0.407579999 0.374241604 0.399589782 0.392690888 0.393408471 0.369406407 0.398273365 0.406847873 0.370211383 0.413298208 0.390858451 0.374283876 0.405437925 0.41624262 7 0.381516319 0.388932797 0.389625656 0.381159675 0.366194328 0.384274513 0.406571775 0.392344872 0.42026201 0.39818862 0.3731996 0.385036518 0.379328158 0.367542545 0.38007574 0.404230534 0.404337573 0.388399345 0.378997303 0.396548237 0.404896878 0.376 912218 0.383069184 0.364585213 0.367835904 0.406911548 0.401570024 0.394994387 0.400071545 0.407833457 0.389911422 0.404572075 0.385119617 0.370221213 0.39541862 0.390404301 0.391782646 0.399628564 0.363014899 0.424841426 0.410960336 0.397689036 0.420119 148 0.374294225 0.415243809 0.398109323 0.363928673 0.398062211 0.383471298 0.377370678 0.3823602 0.385532948 0.398511743 0.378146528 0.397675281 0.394110846 0.375347528 0.383888436 0.38616998 0.379230638 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0.377178188 0.387513855 0.377379842 0. 403608751 0.37818024 0.41687936 0.388989664 0.373765495 0.384384543 0.385956553 0.414695336 0.394533662 0.40577757 0.404646423 0.410791697 0.394761051 0.372114431 0.40668842 0.379897721 0.378481452 0.375649912 0.397291749 0.426914141 0.394123627 0.3743395 4 0.419474862 0.45290991 0.396907005 0.30031469 0.421853716 0.382655175 0.412299226 0.370245438 0.378127297 0.409164652 0.431287825 0.396135302 0.389362142 0.41066586 0.382027151 0.38046896 0.437360485 0.375793256 0.400629326 0.374960432 0.395747375 0.38 0339519 0.397677847 0.404728863 0.380771238 0.410282977 0.395792096 0.368860654 0.402318781 0.376843327 0.395276675 0.400464344 0.420063737 0.400850578 0.4162112 0.373971826 0.386382325 0.374265997 0.397303895 0.402845195 0.404746921 0.387043174 0.396491 383 0.364258743 0.414138323 0.387533333 0.362292285 0.414087054 0.36111508 0.375405583 0.380784388 0.384133294 0.391845254 0.393383704 0.364250066 0.40095444 0.382674914 0.361984738 0.400107483 0.391320605 0.374570939 0.418648358 0.369867462 0.356385859 0.399728514 0.363821071 0.414688922 0.391627116 0.402600097 0.433419256 0.390579336 0.411215592 0.376815039 0.380298576 0.373127593 0.398527525 0.377433602 0.405715035 0.399344462 0.422675642 0.411158452 0.36520669 0.380215535 0.405581337 0.3927745 0.377 563535 0.351753083 0.405051625 0.378298677 0.403886643 0.36622625 0.385087763 0.358779373 0.38303026 0.379185082 0.402578696 0.384656345 0.396809551 0.376887993 0.387832112 0.397248527 0.377721014 0.407423037 0.389075539 0.382991611 0.379040925 0.3815098 09 0.393290054 0.398961212 0.385462116 0.38586617 0.412779867 0.404939713 0.388008773 0.390285727 0.389240644 0.368459644 0.366522534 0.38887612 0.385559119 0.368583529 0.395094344 0.368748629 0.436062875 0.400380961 0.389304614 0.391151927 0.418775673 0 .383650944 0.371609002 0.397503019 0.38527276 0.40285131 0.437909746 0.385889442 0.3789891 0.389416502 0.387859662 0.396797739 0.386073837 0.375927653 0.393273541 0.387608084 0.389972812 0.411953319 0.389709364 0.404969664 0.36389657 0.394748283 0.398919 176 0.380825368 0.394149338 0.398516845 0.375379678 0.408334412 0.399434895 0.393803815 0.3909054 0.380289725 0.382781792 0.358827387 0.37841533 0.403745175 0.363019639 0.367768949 0.398513134 0.395840856 0.396559074 0.399101897 0.387141108 0.389238631 0 .387911952 0.386361351 0.386335315 0.387483361 0.385444557 0.01436029 0.017015888 0.018284457 0.02041693 0.015072845 0.016799946 0.016021094 0.014265012 0.014571581 0.016470999 0.018246317

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163 Exp. 44 Exp. 45 Exp. 46 Exp. 47 Exp. 48 Exp. 49 Exp. 50 Exp. 5 1 Exp. 52 Exp. 53 Exp. 54 0.394613698 0.392561246 0.379358168 0.384537317 0.370230737 0.393646717 0.399626148 0.368921473 0.404009348 0.375205189 0.365834253 0.374595451 0.400076371 0.384982657 0.371836327 0.39164752 0.368421002 0.365170042 0.349966668 0 .395785627 0.371358848 0.406755859 0.389198724 0.373538332 0.397521161 0.352176912 0.383086132 0.394263278 0.37269652 0.364348915 0.380404208 0.371115681 0.404183372 0.390763041 0.38271902 0.373089485 0.401949484 0.364389644 0.380213795 0.356092675 0.361 292013 0.362830003 0.35813149 0.362869814 0.356563325 0.352085976 0.357776916 0.391221954 0.368751351 0.402230494 0.359538966 0.382362301 0.390861598 0.378907462 0.384087743 0.420710643 0.393631301 0.374332991 0.369370614 0.371993335 0.390177107 0.377125 196 0.375922267 0.393657084 0.377775663 0.35675099 0.383470014 0.383285975 0.378041349 0.369414892 0.406950853 0.354623436 0.369322046 0.393831886 0.375139008 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0.371654748 0.390183841 0.382460035 0.408796035 0.368649284 0.375679684 0.362643083 0.380643063 0.350391819 0.389147817 0.409814242 0.347921286 0.391414563 0.36337804 0.370371931 0.374966011 0.3791365 22 0.403865914 0.401946975 0.359968287 0.398582182 0.362498735 0.367805493 0.409799784 0.392486821 0.365340275 0.370736202 0.384965907 0.35971301 0.406367341 0.379090973 0.374957084 0.364112801 0.376177118 0.398992846 0.370658172 0.387086836 0.376072008 0.342713788 0.396364232 0.362556339 0.379326258 0.374321145 0.386010344 0.385309422 0.368401847 0.357532135 0.34306772 0.381515272 0.381152566 0.364064583 0.361261726 0.390676098 0.372845101 0.398886165 0.376546875 0.367023789 0.372082548 0.377573012 0.4 12514726 0.371950034 0.385967498 0.389934032 0.398160785 0.398497555 0.376736922 0.39420384 0.38220392 0.401791133 0.356756592 0.376503703 0.346733103 0.352396647 0.351137982 0.367144461 0.407468005 0.364458355 0.392857039 0.374716456 0.365803412 0.37350 1177 0.367669821 0.37514646 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0.365638157 0.390713157 0.38635302 0.37955377 0.361639629 0.395 529078 0.39631604 0.379867287 0.371182603 0.375680663 0.386202386 0.387493477 0.390355451 0.392215712 0.370064279 0.377313204 0.41787993 0.392368581 0.39528335 0.367295766 0.373697583 0.380878009 0.384170104 0.357848237 0.35586989 0.376517475 0.381259289 0.378825678 0.366568016 0.38224751 0.350347657 0.386430186 0.392405593 0.341251181 0.389081989 0.39919476 0.41797022 0.382471136 0.37875651 0.371166575 0.413828267 0.35733871 0.372421026 0.392704622 0.411017262 0.396554815 0.396627025 0.360468443 0.3947 02931 0.37514928 0.387081341 0.417378274 0.391078228 0.371721592 0.372570584 0.397555091 0.423657213 0.396907326 0.368479153 0.369350766 0.380692542 0.360761365 0.355986843 0.388957273 0.373771351 0.362018507 0.428134222 0.380493206 0.388057151 0.3779119 04 0.372044722 0.373941505 0.384033759 0.388970963 0.34993978 0.372799976 0.366610643 0.376188718 0.367671151 0.393483036 0.367798407 0.383373416 0.373885361 0.422943043 0.348653809 0.382529831 0.339172367 0.380918859 0.398379339 0.391212849 0.402277178 0.350873328 0.377821205 0.383859444 0.344774283 0.357737015 0.356180258 0.381483962 0.347376036 0.390974188 0.380016243 0.397749787 0.383423355 0.387000088 0.431283845 0.367896601 0.340297844 0.428912209 0.385930135 0.392069512 0.379334446 0.38896589 0.3 74089885 0.380408395 0.349350234 0.395301736 0.381384309 0.398758871 0.391330785 0.369827341 0.385005727 0.374100041 0.394458524 0.433333291 0.33777722 0.376343842 0.364076489 0.361222654 0.374674107 0.367915914 0.382888082 0.397792945 0.366415118 0.3539 38839 0.404596112 0.389323237 0.364475537 0.346026311 0.404890747 0.351266162 0.359236336 0.396303953 0.365793314 0.369551755 0.373335476 0.393930911 0.399189627 0.3849698 0.393762609 0.385619008 0.381800466 0.359476985 0.359795126 0.381497935 0.391399845 0.395639278 0.393312245 0.380658488 0.354406083 0.35784118 0.353749931 0.37459738 0.384717475 0.362592756 0.37072237 0.402345327 0.424997435 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164 Exp. 55 Exp. 56 Exp. 57 Exp. 58 Exp. 59 Exp. 60 Exp. 61 Exp. 62 Exp. 63 Exp. 64 Exp. 65 0.37894373 0.39533 3975 0.398689859 0.387396223 0.358355711 0.383879722 0.375690324 0.397214841 0.361186492 0.390540126 0.397745613 0.390200446 0.398090801 0.370039785 0.394251759 0.410246745 0.418280964 0.39085256 0.394687368 0.38844544 0.373749151 0.388846838 0.401931309 0.381626784 0.382419828 0.35930793 0.410722457 0.395151924 0.423993893 0.393478621 0.388497571 0.402531898 0.376132238 0.396160876 0.397605134 0.400654983 0.386566463 0.362567464 0.388150783 0.392040084 0.377661776 0.414041618 0.366045089 0.387823891 0. 383465907 0.35101461 0.377040814 0.389980698 0.369295202 0.394890498 0.387468606 0.39135762 0.401139571 0.368233119 0.412787219 0.388927888 0.396448448 0.39176079 0.371718555 0.390879711 0.398015876 0.38509972 0.412752972 0.36949539 0.374446147 0.37940253 6 0.388458103 0.366021593 0.400187423 0.40828644 0.371991497 0.390458853 0.377614551 0.420640775 0.399491297 0.407883533 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165 Exp. 66 Exp. 67 Exp. 68 Exp. 69 Exp. 70 Exp. 71 Exp. 72 Exp. 73 Exp. 74 Exp. 75 Exp. 76 0.367967781 0.362695442 0.404614668 0.389943992 0.38294784 0.375931522 0.38 8002152 0.36529141 0.426471616 0.360785591 0.376248709 0.369063955 0.386211083 0.387241225 0.377078306 0.367545325 0.376451662 0.391362808 0.379774025 0.378729883 0.378223999 0.391958086 0.362129184 0.38025737 0.384047301 0.367485899 0.379901248 0.380830 806 0.372440971 0.383618097 0.402510765 0.363820618 0.377636356 0.368455774 0.374658509 0.416283593 0.361600672 0.380470193 0.394339674 0.388828087 0.323932549 0.366933825 0.357587935 0.36095987 0.384876668 0.389155829 0.385063532 0.355950815 0.375879188 0.387841773 0.381365993 0.365767087 0.353778869 0.343404372 0.354293696 0.377170793 0.391987095 0.403097428 0.387894359 0.387376342 0.386332334 0.39037128 0.368289531 0.37210693 0.402821202 0.352184344 0.343828887 0.363823935 0.367424519 0.370370789 0.3 83005411 0.374924211 0.36091765 0.359287855 0.336320718 0.359209209 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0.400228586 0.407413587 0.343600752 0.390095686 0.375960359 0.359531224 0.362537 732 0.36453374 0.374977952 0.371161224 0.396733013 0.376745563 0.414694767 0.360560587 0.368317203 0.347239219 0.409209315 0.379860864 0.418700361 0.355128671 0.388533806 0.382978349 0.357662983 0.396244481 0.359885793 0.372203895 0.364442809 0.37528754 0.387647738 0.376474764 0.379089244 0.370071125 0.375956479 0.369132491 0.364467549 0.370528506 0.392233109 0.356314323 0.339430922 0.395152955 0.36804837 0.388503582 0.385948222 0.343699738 0.38527891 0.382312865 0.381592963 0.374726768 0.378238306 0.397 059857 0.36288475 0.380887136 0.401245783 0.354464256 0.397490761 0.381482662 0.388942143 0.39548178 0.358031249 0.362458103 0.370627588 0.381619737 0.385647647 0.365728731 0.3841809 0.387190468 0.379163473 0.402160808 0.347330622 0.387732553 0.385669368 0.369819263 0.362427341 0.391528026 0.389610912 0.376602482 0.415533168 0.359270281 0.389048324 0.354463982 0.392304647 0.366545258 0.4160757 0.376506947 0.380606673 0.419553225 0.357094012 0.39123668 0.387226238 0.392727107 0.385105004 0.37543991 0.344 172166 0.359573079 0.370304274 0.394179936 0.365850255 0.364840693 0.390904269 0.374379492 0.374361152 0.372174784 0.358745327 0.399935559 0.364050569 0.398280484 0.355444078 0.375514518 0.367835701 0.372409971 0.410474793 0.381888899 0.387318247 0.37764 9361 0.375784105 0.381939777 0.371541894 0.389527859 0.397508851 0.370137506 0.363604361 0.362984192 0.402010534 0.3406796 0.353549946 0.419510308 0.363385205 0.375115867 0.387821249 0.383691322 0.397808462 0.390927973 0.386622309 0.386090416 0.362365836 0.374512962 0.348690451 0.342441557 0.367290924 0.376247533 0.373102639 0.408963551 0.39983805 0.380722885 0.408824578 0.34621527 0.363740418 0.369522911 0.373020199 0.408800665 0.35721795 0.361987569 0.375960936 0.357818181 0.388915087 0.357912841 0.37 9898511 0.353033879 0.36344403 0.389109804 0.362515217 0.416283593 0.369039647 0.387651321 0.365145821 0.394969813 0.362806992 0.345577655 0.38122544 0.357345697 0.383547007 0.370329157 0.381656887 0.414332562 0.364194576 0.344671811 0.367476833 0.395525 123 0.40581526 0.372048911 0.358687553 0.406444497 0.390267023 0.369352688 0.393142319 0.374188887 0.370275001 0.409601554 0.354750173 0.400765103 0.383884083 0.367197265 0.347027676 0.40171496 0.392435658 0.37721648 0.380709571 0.355591827 0.408226065 0 .378875757 0.353721455 0.371056275 0.376320337 0.368320654 0.373816309 0.365653368 0.397887281 0.349561452 0.387249859 0.360495492 0.356911905 0.351999715 0.37999493 0.376533433 0.365198307 0.382513454 0.387256083 0.389807051 0.410715523 0.396984765 0.37 6418757 0.41807209 0.390753338 0.357520973 0.409048761 0.387084885 0.365961593 0.365724237 0.381877305 0.346297855 0.387044505 0.387970979 0.409459883 0.371181083 0.379316334 0.40353915 0.358234204 0.374100844 0.383007637 0.376393689 0.376404312 0.394312 431 0.383219514 0.364768183 0.336193823 0.424086902 0.365524956 0.383908586 0.363669312 0.379491713 0.405309907 0.360990282 0.387404078 0.389719408 0.369227392 0.376155894 0.402678106 0.369400816 0.393314125 0.411072765 0.354801048 0.376517717 0.38857812 5 0.354938532 0.373334775 0.360787171 0.361426261 0.352534179 0.341168672 0.372117175 0.394374168 0.347751229 0.332093698 0.369680161 0.378212272 0.343446729 0.373288378 0.367458259 0.374042001 0.346234936 0.39404458 0.374277333 0.373599811 0.417442439 0 .388841172 0.380837612 0.376510426 0.375114422 0.379807173 0.38685236 0.391604232 0.427657919 0.384646676 0.370850867 0.361502186 0.397865817 0.365303897 0.416209528 0.379458046 0.387288461 0.363818824 0.352049382 0.39858619 0.374764303 0.387055476 0.378 951332 0.393415993 0.376805002 0.364360995 0.37068541 0.364315998 0.366068893 0.399627302 0.392384695 0.377517188 0.378359604 0.385124666 0.374898057 0.368237888 0.355043487 0.380004243 0.388901154 0.422350661 0.363631883 0.388599317 0.377185896 0.358141 561 0.395366445 0.389027894 0.351354831 0.394490012 0.389486982 0.360092764 0.369341982 0.377855421 0.366659083 0.381576598 0.394417426 0.367768269 0.376836308 0.372428554 0.381320204 0.429454265 0.349748347 0.392816676 0.399481329 0.388120325 0.37580825 9 0.379225572 0.383039156 0.374364949 0.377978178 0.385099934 0.389586082 0.364415112 0.367937832 0.39926455 0.412233574 0.348184179 0.381827812 0.390267164 0.375681582 0.394774369 0.377094342 0.372324856 0.364054941 0.366427054 0.361387555 0.370588758 0 .38388795 0.376759073 0.374503575 0.376969323 0.373632744 0.388731661 0.37048632 0.371377312 0.363790815 0.351436513 0.364474122 0.390262561 0.365442249 0.373058703 0.367125789 0.383491168 0.359911022 0.37189356 0.398924566 0.339950091 0.343870868 0.38118 713 0.436217187 0.384715903 0.388031732 0.368155207 0.345683753 0.353209987 0.377835477 0.381689702 0.357728397 0.38984722 0.343598619 0.376836917 0.385162571 0.365192222 0.368694938 0.388213444 0.377633485 0.380344291 0.382712932 0.368228973 0.366974267 0.381349289 0.367217605 0.413480819 0.365511377 0.378030883 0.375846117 0.362172342 0.382068538 0.363647504 0.348323335 0.357759816 0.357035448 0.389897537 0.394462178 0.413328049 0.392156459 0.383404695 0.37796094 0.365182037 0.316936526 0.386588606 0. 359407642 0.390661851 0.394912134 0.404890922 0.379684854 0.350855204 0.371567408 0.392497268 0.373177651 0.358014703 0.354256225 0.348335335 0.361943202 0.372904483 0.405488327 0.38078033 0.364377095 0.379523018 0.385933635 0.396323239 0.349256838 0.351 97698 0.368095824 0.368772761 0.378268239 0.363791462 0.369273551 0.349350852 0.375376596 0.384603026 0.380571943 0.421086371 0.365832798 0.382017105 0.363217227 0.37350996 0.387457598 0.335872845 0.376385882 0.383486642 0.377269554 0.370844149 0.3675699 63 0.372250502 0.361983651 0.386459304 0.373412363 0.402756474 0.375166402 0.36551781 0.363274878 0.34488296 0.396801792 0.347086604 0.389527877 0.361799985 0.389796961 0.395164452 0.41349737 0.367479257 0.380102294 0.395870383 0.397146875 0.411816752 0. 349864979 0.40481298 0.39051549 0.381923109 0.364762017 0.402398471 0.411838419 0.385306023 0.375197143 0.357922659 0.381700472 0.386570319 0.378355616 0.370620533 0.369808339 0.366056054 0.400209517 0.372163576 0.397545475 0.372186545 0.37064346 0.34862 3639 0.363556934 0.376116826 0.354535382 0.393209815 0.379407495 0.383129035 0.380945556 0.377409421 0.377646467 0.378674759 0.38216994 0.36984182 0.374648581 0.37002447 0.374908024 0.015742067 0.016364209 0.016847981 0.016101492 0.014521128 0.015548518 0.017283587 0.01843528 0.020960636 0.018232931 0.018140351

PAGE 166

166 Exp. 77 Exp. 78 Exp. 79 Exp. 80 Exp. 81 0.366117942 0.365288163 0.369352706 0.366786784 0.380954361 0.363667582 0.357856507 0.388236151 0.371831777 0.359626811 0.386778688 0.374957845 0.3811 74366 0.382861518 0.402363947 0.387910702 0.401507601 0.377370346 0.36486913 0.358944843 0.398657277 0.368174662 0.400544216 0.393232664 0.337133834 0.362512182 0.37614996 0.340006581 0.381414794 0.375608502 0.36876191 0.355977074 0.363824846 0.3687822 13 0.397934701 0.356023423 0.357418154 0.391249774 0.368025436 0.347724542 0.345272222 0.356148776 0.35310671 0.357465076 0.382402808 0.365166965 0.346298692 0.352355334 0.345620455 0.362601834 0.387209804 0.41633223 0.364914388 0.375543923 0.344085043 0.321297721 0.385676475 0.347146428 0.36107036 0.348697959 0.373794549 0.391582376 0.382663731 0.359467113 0.368041364 0.362755016 0.381294412 0.347741413 0.38767906 0.353663011 0.377026127 0.345301158 0.376236401 0.346559679 0.362362388 0.379929507 0.371283552 0.390091753 0.373115883 0.372959915 0.381195022 0.401708651 0.367195268 0.381361041 0.379132583 0.389307691 0.387928962 0.362174538 0.356711428 0.399420998 0.371853473 0.352598795 0.370436143 0.357360258 0.34083484 0.387782009 0.368878801 0 .378097402 0.379466751 0.348085372 0.379521951 0.358577414 0.372424736 0.366129756 0.386271947 0.351113273 0.37525025 0.370627588 0.374915545 0.355550818 0.372046269 0.388608318 0.362922918 0.367328356 0.384969158 0.344924723 0.351616827 0.364230196 0. 359697483 0.350776264 0.377055398 0.343441003 0.39209843 0.392191008 0.348690451 0.397032274 0.363525193 0.363696845 0.372960681 0.356129704 0.371289325 0.381583812 0.359337151 0.400881661 0.352998374 0.351799342 0.35998791 0.388471625 0.345166385 0.36 5643285 0.387580658 0.385879119 0.352734731 0.393868367 0.352881729 0.38085459 0.373689686 0.371821457 0.361396254 0.382688043 0.36992229 0.364558321 0.381290834 0.361494947 0.344661111 0.355960345 0.379906153 0.357987219 0.356123434 0.352962059 0.372 445377 0.355969019 0.385657251 0.364242705 0.383192655 0.369921971 0.382021598 0.369638393 0.380707822 0.365125421 0.375662679 0.382044335 0.361861965 0.382635666 0.347457989 0.369472493 0.376985989 0.360557238 0.356189385 0.356936327 0.351697507 0.352 439041 0.358571141 0.370139544 0.371813283 0.359764988 0.383704166 0.365185729 0.345169035 0.367545438 0.335251193 0.345301158 0.375442173 0.372655063 0.408210623 0.32293284 0.369450749 0.383684689 0.404770456 0.371952784 0.388602315 0.369293864 0.3666 93305 0.372370967 0.355340384 0.36200404 0.362921299 0.362918042 0.366894743 0.358312837 0.378705606 0.385189442 0.372471811 0.342714012 0.34971795 0.363467064 0.362940491 0.378058728 0.378729883 0.385104241 0.369573926 0.369005629 0.394798129 0.367416 685 0.383608473 0.398597325 0.385806138 0.371676095 0.362968997 0.375843723 0.384035393 0.348481278 0.368821112 0.3777055 0.373286592 0.369405272 0.326293437 0.35343175 0.383449366 0.382642837 0.374714956 0.323736915 0.384984896 0.376576197 0.378415222 0.365580753 0.399820378 0.369032549 0.357212416 0.35138015 0.37608307 0.388314251 0.396836204 0.358245576 0.378782429 0.377426388 0.388248073 0.377075425 0.368332198 0.373042191 0.37820876 0.381708099 0.310901363 0.351019969 0.354348108 0.361332878 0 .366082387 0.386740421 0.369115333 0.385366053 0.386379575 0.373940182 0.362407376 0.388149133 0.349667676 0.364490798 0.347794807 0.366823051 0.367819666 0.386224081 0.399708222 0.383512706 0.406381087 0.387078266 0.350869143 0.38244849 0.379666974 0. 37027109 0.387646744 0.375046055 0.368492214 0.358519882 0.38839852 0.387039271 0.373718731 0.387335613 0.361442264 0.363570085 0.374850864 0.322672458 0.381677319 0.363307056 0.357955144 0.370229456 0.353796093 0.360669478 0.386155061 0.37263972 0.382 262136 0.397377611 0.346518839 0.390727811 0.362848286 0.377339811 0.363547538 0.380757456 0.374604669 0.339066364 0.371716344 0.374586531 0.350735237 0.367830616 0.393451486 0.362006535 0.353911339 0.390261115 0.402020351 0.365778328 0.382466156 0.382 560221 0.369102678 0.372337706 0.364460994 0.35181761 0.378189098 0.360105483 0.374597682 0.382658617 0.357560531 0.387217978 0.367834679 0.374191364 0.36453931 0.396932658 0.320062803 0.384360751 0.37699753 0.371235709 0.37600829 0.352631958 0.340456 846 0.385279687 0.384856624 0.344801692 0.386069505 0.405191934 0.34660303 0.346741279 0.362969771 0.373229619 0.375498959 0.365954784 0.423186473 0.363608028 0.340987651 0.387446507 0.380844201 0.38249787 0.364913387 0.362815976 0.379466647 0.35509361 9 0.320062803 0.355775476 0.380772792 0.391520665 0.360476717 0.364027731 0.370080814 0.366330748 0.366629556 0.366838285 0.398071426 0.365198132 0.362079644 0.375698926 0.364059443 0.371622673 0.35752569 0.367866163 0.417443325 0.402247832 0.407438844 0.399380233 0.388477802 0.376168338 0.378576806 0.35622708 0.394355426 0.368136226 0.384262803 0.413739587 0.354530934 0.36775067 0.376739539 0.376413701 0.361791861 0.364040036 0.358969878 0.35890332 0.382412247 0.366303025 0.378600573 0.363907666 0. 362291688 0.36525501 0.375123997 0.383321725 0.361784363 0.370373 0.383419131 0.37655525 0.386301869 0.366857349 0.384624721 0.332529357 0.377359254 0.379979351 0.379281816 0.381092312 0.334139235 0.360712001 0.362730405 0.376481945 0.345766819 0.3551 91388 0.380392197 0.41621951 0.412429385 0.341237784 0.385433847 0.382920177 0.391756127 0.353346327 0.381124241 0.361904954 0.38137197 0.387438178 0.379631088 0.380325518 0.383216139 0.352182427 0.3694954 0.380446415 0.360399722 0.38674713 0.361009535 0.368267629 0.383611789 0.382793853 0.391602666 0.396787739 0.380176046 0.377181437 0.38925522 0.40493529 0.37969936 0.354060709 0.362093788 0.389253405 0.399872015 0.354805977 0.378450168 0.371673584 0.359271839 0.389193826 0.371136124 0.385596481 0. 356872806 0.376070093 0.357508508 0.405694193 0.390156556 0.376197396 0.362213481 0.360296977 0.401926093 0.378427359 0.367775584 0.37777347 0.344811586 0.380598413 0.358120055 0.369599271 0.374388848 0.3977933 0.37095281 0.376330139 0.365712994 0.3734 36054 0.372503458 0.372394276 0.372278179 0.370717784 0.367604087 0.017924054 0.01722387 0.017545524 0.013937716 0.016959213

PAGE 167

167 APPENDIX H SIMULATION RUNS FOR CASE STUDY #2 (DURAT ION) Run Exp. 1 Exp. 2 Exp. 3 Exp. 4 Exp. 5 Exp. 6 Exp. 7 Exp. 8 Exp. 9 Exp 10 1 344.2012823 361.8001373 372.4932106 340.6971773 371.3329641 386.6615068 343.5600119 345.9142691 360.3750804 389.1063349 2 347.912551 356.4133043 361.9068102 347.1919917 357.5288879 356.6335812 364.6448286 334.1139243 339.5447934 360.1025821 3 350 .2751848 363.7095103 361.4320254 343.001334 378.178735 362.3780135 377.0191126 374.0998775 344.7650482 373.8839526 4 357.8361582 382.8143015 380.2865873 331.0024148 357.3752691 344.9914271 354.9678407 353.1119181 365.774647 353.0028164 5 357.1216298 381. 8942353 328.5097526 347.4334556 351.1520056 339.8730496 345.017871 342.240753 348.4730163 374.9125275 6 355.8368668 348.0867248 357.4731472 359.4103711 363.2170119 354.3871213 367.6283706 363.414408 350.3190061 389.6460626 7 346.7118576 374.4371508 344.6 130365 332.5915278 345.3979223 368.7011451 350.3047746 352.7484264 344.4464272 351.5799734 8 364.3718913 358.3216207 349.3705543 351.8623342 348.5787736 350.1947792 345.1312371 382.9971855 356.9616314 353.3746145 9 335.9012174 352.9960773 357.0557384 374 .067336 359.365727 361.2989761 355.5439776 349.8943175 369.3695313 382.9434972 10 346.1761494 371.0936781 341.8646489 368.046255 331.1928556 362.0435936 348.079329 371.5349228 341.0377363 391.475681 11 356.0566224 345.4926114 338.2038027 345.5883866 370. 0369998 357.3341767 351.7538749 341.1044014 371.8467072 406.0728097 12 367.1016866 356.9116933 355.9550095 357.1673854 360.4107816 330.1859288 346.2078927 350.0681605 369.1767679 379.015029 13 328.9258241 361.0475077 354.0514208 364.5493859 355.2458476 3 47.1474457 361.2016205 342.2815877 349.9034298 379.3853974 14 353.5729882 350.704316 350.3240839 360.4563707 334.2220695 352.2606823 320.4122787 357.7835999 369.2692141 374.9847683 15 333.6554977 363.8068381 374.4857183 344.4321376 355.4438379 353.571205 7 366.8725842 346.6639997 344.4709533 362.2079257 16 325.1625361 351.6391386 358.352766 343.5799556 347.1006133 369.8133097 339.7436121 360.5573358 338.0712285 378.5170723 17 336.0467873 328.863568 362.9708661 343.1500029 337.4622558 352.2349362 343.5098 14 374.0316674 369.1728402 382.0815422 18 350.3014554 362.5572117 342.8969014 369.0384371 355.4410746 350.0340799 352.9324213 379.0146146 357.078785 359.8331638 19 358.4983679 343.3454189 349.965305 364.1604614 356.2820434 356.8595974 359.7768546 354.732 8504 352.6506357 381.0763484 20 355.4986088 363.1693978 374.1647421 354.7092487 350.8880383 343.4435875 381.1248089 355.2256272 364.4464409 399.9470981 21 366.0601946 366.0881609 341.2205174 351.8764183 362.4554974 378.0577261 377.6768863 351.1933309 366 .763504 389.5679429 22 342.458922 335.9960227 359.5800294 348.5037837 356.2651416 350.8783252 360.3079032 338.9154786 353.5446804 379.7550372 23 346.5815235 340.4863873 349.9720773 366.8030588 344.1414681 363.4770129 374.6761524 350.7005273 335.5511401 3 57.7313878 24 391.4122473 358.3512326 325.8981337 325.4368342 371.6081223 355.3801407 358.6416662 353.4182525 350.0823885 363.0289247 25 367.9140866 319.5479989 367.3071609 357.6868212 328.1470585 368.2673893 364.5110031 352.34556 344.1529835 392.8459431 26 356.6943399 361.0487655 368.6772557 346.7798196 344.6146756 369.12911 376.7833526 341.5194994 368.5620184 355.0313624 27 359.8534266 340.2106554 359.9196849 364.087892 335.8645971 344.6480397 368.7512203 357.0665173 356.7741814 392.7737904 28 348.63 36837 376.2686242 356.9354636 348.019467 357.1023386 333.5970551 371.1000042 349.583514 343.2534769 367.1327901 29 376.9809028 371.2877067 360.013704 356.0016582 333.7149615 362.5539376 355.7077634 354.8087 380.4129804 354.2099912 30 348.1005029 371.3158 854 375.572915 350.0992411 342.2624475 348.3308549 332.9823647 355.7737117 378.9961319 370.9416223 31 341.9563712 316.2628061 349.2287395 342.5083368 378.3910124 344.9730672 353.434293 390.2319032 343.6812605 397.6201173 32 353.0780173 354.2773602 393.52 30516 358.0293745 354.8196159 367.5844913 378.8618994 350.6599122 347.0242976 386.1822839 33 363.3804754 350.0999354 331.7229518 380.4239119 351.8141781 373.6937995 354.1838291 360.7459565 341.5208503 369.9167386 34 368.9103574 345.9103591 378.1151678 35 1.6597923 353.6309625 376.3700202 339.6034354 367.5540647 373.9309362 382.6155229 35 381.6885822 363.0642087 343.5022468 330.4768069 357.8389194 357.1685999 338.7530625 352.0033487 351.9892876 384.6088549 36 349.8000834 362.4940732 352.6016274 353.510040 6 339.3264746 369.8284002 356.1208381 338.9341978 336.0565215 361.6501469 37 349.979789 376.002785 366.0831752 367.9541594 361.2091725 346.6517193 348.1858145 366.8800534 365.994553 385.9748528 38 349.8374606 329.0219383 346.7797142 357.0046719 347.14552 72 354.4629578 352.8849279 364.9203149 345.5450562 393.0856992 39 337.1841273 339.1186562 327.4537116 350.5407451 349.7234755 342.9070605 355.4799531 365.1786486 384.908922 389.9272695 40 344.449756 352.6334809 337.2271674 362.6653314 345.7465346 341.900 6593 346.8557019 356.8114807 338.5445665 407.1622432 41 349.9787877 364.7041525 373.3922531 365.8842172 389.6766615 334.2737781 353.7045634 362.7798755 353.0787921 369.6272877 42 371.3009414 352.333837 348.7987171 350.8261921 349.9689922 350.868062 339.6 008919 346.3030084 363.60525 386.7791437 43 354.6664485 348.0555364 341.4008104 378.2806998 310.4293483 334.2148455 341.5469403 353.5678185 381.8942353 359.1065537 44 342.8495184 343.4405974 344.5036791 355.7102071 351.188878 352.1322117 336.3135344 338. 0495332 356.2617779 359.7480927 45 376.3771869 365.2747751 353.0017323 336.8854602 367.0145866 342.4060892 341.7059399 349.8468252 355.2258493 393.9429355 46 354.0491886 326.2223001 367.2273785 358.478176 368.1806649 390.0922346 372.2091042 372.5949216 3 60.9834465 385.7852424 47 346.5469272 357.7431429 358.0411592 340.9776236 369.7194411 354.8927435 357.3486515 350.0629636 351.1612141 370.4988514 48 342.591791 353.2845851 372.2290369 355.1133348 355.7708486 339.7469617 373.2227599 344.5818166 374.064181 1 383.1969482 49 352.2426903 378.331859 350.8862685 373.1861911 333.5248517 372.8083485 352.977632 372.6367091 358.3469448 379.3727584 50 348.4333808 344.7369529 353.8293078 354.1338505 349.3144507 383.9291742 362.5504683 355.7803109 351.9227256 365.8295 167 51 350.5394365 353.7521612 351.0126413 354.3137642 365.5202282 350.3716403 349.6099156 341.3560941 357.8376568 361.9360812 52 336.0671248 354.4446988 383.7844178 364.5051564 377.5649968 361.3263064 358.6138001 361.12246 350.4431259 414.951895 53 357 .6467978 351.1673563 355.3982656 357.6246962 355.0074296 356.2843969 356.7244939 347.845315 343.8740723 371.9321682 54 376.4780424 353.3703225 369.3992385 366.0942462 341.407173 347.1662312 323.5093932 343.2275059 351.6161813 367.5045319 55 364.7073545 3 52.6207283 340.5050592 357.2116834 360.5779553 342.8518224 342.9675769 358.8579478 362.2617102 368.2885373 56 341.0277942 348.3649673 334.5168636 324.4090222 325.6128544 343.4549104 338.6226414 379.0798231 365.7966183 379.3490805 57 367.8335408 338.29783 44 354.1310938 347.8447145 340.6490115 354.9622364 343.9366884 352.7732596 357.9390913 367.8947242 58 343.771081 354.2528221 370.1369417 360.5165856 356.2806792 333.057692 336.8951693 367.8499205 364.6674845 351.9752598 59 358.9242843 345.4538351 337.020 903 352.8543713 352.1599227 361.1746442 348.9507757 370.7493324 330.39797 385.3754548 60 342.2859778 357.3279115 354.1972176 355.9654911 345.1435865 339.9455177 356.9507637 372.2278125 355.2766039 388.099047 61 340.8911588 385.9403317 346.5276386 362.568 2259 362.1058191 336.765148 369.889067 363.6971255 353.2163838 367.8431481 62 345.3694642 332.4225466 339.2385851 356.471139 355.005262 346.899625 365.572473 357.4877896 350.4010528 376.100908 63 341.0330039 395.6343507 349.1113148 335.9037105 373.035241 2 353.3168087 374.2982415 362.968359 360.2990855 382.1856033 64 337.035618 362.8534677 343.3927571 357.2386066 369.964072 369.7321809 349.9596673 341.8899835 370.2326425 367.6934119 65 320.4122787 342.6623612 327.6871986 340.7119542 354.4033534 350.38424 61 367.8351872 347.5409075 373.447094 364.3715848 66 360.4027566 375.3538851 356.880168 362.0132148 322.8184017 352.3573038 338.1373602 349.1760399 345.7665523 389.2767894 67 365.6704703 378.682909 366.3762271 327.8989823 359.5698199 371.2508095 342.2028 532 377.7285564 345.3668968 379.2219412 68 367.3080865 365.6495894 350.6509889 375.3200214 346.3606611 342.1782464 345.4026385 344.7343901 355.4122879 379.6959538 69 340.4682118 339.644618 362.7373469 374.3839135 367.1995749 326.2600938 358.6189556 363.7 951133 337.0901903 345.6419388 70 356.2742836 343.7591585 367.2087827 347.0455701 340.6652548 348.6052041 370.5279596 373.4657251 348.2142325 366.8453361 71 363.9785403 365.2757162 344.1416421 349.0420376 339.3133594 346.1778483 344.4611043 353.6075048 3 67.3582161 363.07525 72 309.5186402 355.5416016 340.8910164 372.6129585 361.6796767 366.9404509 361.7088264 358.3936137 357.0820936 361.0956256 73 353.1943317 343.2839679 345.6170882 360.4136647 347.1906425 378.1975085 353.4578319 350.6923858 372.4253318 386.7604494 74 365.3967845 346.2850477 330.2004128 361.4997251 350.1033862 353.404851 362.6321561 337.8553839 349.9403958 380.2369251 75 339.6431616 343.5452528 326.7207426 365.9611037 352.9001166 344.8102228 367.5900321 364.7128295 325.7190669 361.6027 318 76 367.3715204 339.5196108 351.4205456 345.8767203 369.7135648 337.3275258 366.1712836 373.6639852 351.7462432 389.2863898 77 358.6782344 351.8071794 337.7984063 351.2602324 343.3546058 380.651225 350.9315584 336.9379519 343.8731719 376.196495 78 38 0.5753562 344.622852 366.7290378 364.8825452 370.2326425 343.2363586 370.8659701 354.857941 359.1630128 353.4323136 79 339.2023885 365.5850173 370.2047541 352.4691395 358.3367592 371.5028218 326.0439363 360.278278 352.7302868 374.8663477 80 352.2078706 3 53.825389 361.9967991 370.5156599 345.3518318 351.1585158 349.4594035 390.2319032 352.2123229 379.7453743 81 376.7347919 355.042417 384.8651953 348.7857261 356.9479625 353.6837711 370.0028822 359.1880849 350.7093289 362.3253491 82 346.739087 342.0157946 365.3242711 353.6859796 346.5828426 360.2821477 350.8496427 358.7617521 347.9254275 368.1340556 83 345.9231726 351.2502813 349.0653927 375.8277296 349.9698229 350.8826187 328.2812137 375.9401789 363.6498467 353.1767413 84 351.1599807 355.3556736 357.3492 303 363.3814392 385.040049 401.3114359 347.6366684 359.1832975 366.3329228 357.5261896 85 356.2911434 337.1789794 346.6815668 349.2657319 329.5973588 343.7266605 364.5488295 354.6099594 363.1050531 366.995431 86 355.4898182 361.537042 336.6377492 355.544 6101 368.9441642 358.6416662 359.1315431 362.9398749 352.4373952 377.3334804 87 348.150488 327.3949377 349.8294725 339.3203504 352.7934627 383.4212475 334.9609118 367.878083 340.0709309 349.273784 88 359.1818651 336.1920091 350.5764547 348.677054 355.657 5245 377.4909333 352.8348719 373.1528823 357.9867766 359.6731878 89 360.5262031 354.6162697 364.6690567 334.3128952 348.6879301 377.4302315 362.107698 360.1095127 358.6607766 362.8366441 90 376.8578227 343.9103547 355.9031154 347.5275895 342.2408541 354. 759995 365.3421535 352.1551299 367.9454906 372.5897271 91 343.9692882 344.8309668 334.8672016 350.7060527 333.000243 374.681441 326.6146315 351.1327966 365.3200518 387.8169759 92 357.9835942 372.6416815 346.7447736 348.39457 343.3124482 359.9620524 373.5 210759 370.3700963 327.2532214 391.5644669 93 377.664026 328.3954786 342.8833244 360.810184 347.7200899 362.0279643 356.0230288 342.0392085 372.572638 396.5833712 94 358.2122549 336.4346819 373.3119845 342.8300557 353.1762349 342.3771635 365.6756856 368. 9700499 345.1226127 413.033434 95 345.5254732 380.5569863 332.9552299 375.4324377 345.8153491 367.9281613 349.1801513 348.3446893 341.2736236 361.5806958 96 336.5656307 352.6016274 350.743223 365.6456508 364.970095 378.1327841 348.9150534 363.9702432 363 .2555882 389.7703073 97 338.088383 361.0220356 355.3972042 362.3890173 360.732611 347.4929486 374.7757483 362.2919478 348.4543643 364.6239338 98 355.1537527 360.6213621 362.5219262 347.0970743 343.5259168 354.127327 350.8018949 374.1829017 347.6923469 37 3.7495727 99 354.1590536 344.5531404 325.3351159 389.34275 331.1911915 377.0935818 351.9683377 348.4417481 349.1428923 393.2611168 100 370.8705477 371.494731 352.5348873 364.9723655 376.4082534 350.9108533 340.347443 355.7619805 347.4206785 366.5873548 Mean 353.1431685 354.0131316 353.4485144 354.8105821 352.9200691 356.4339034 354.3818286 357.6521226 355.0912712 375.2971617 Std. Dev. 13.78903839 14.93821043 14.39983979 12.51941447 13.88177882 14.5491402 13.41915995 12.11820829 12.14541426 14.8249878

PAGE 168

168 Exp. 11 Exp. 12 Exp. 13 Exp. 14 Exp. 15 Exp. 16 Exp. 17 Exp. 18 Exp. 19 Exp. 20 Exp. 21 392.1314535 354.4693743 363.5313829 385.9109456 372.584852 380.7349728 383.305018 367.5510899 398.8517109 370.0950912 389.4696352 359.1688231 388.126257 374.0720246 373.7322059 373.3129028 371.3608342 399.9627107 362.4558237 400.5899679 383.5876448 422.2959676 352.4753652 378.6433907 391.8329657 376.2162721 373.3789041 378.1213172 354.2839973 371.1889754 419.0316759 399.9281026 404.4849827 402.953678 388.4454453 364 .1651372 372.9090715 394.9073419 413.224519 371.1335934 352.5317203 387.9802293 394.8454412 401.3010666 371.11336 374.2611999 366.0602895 380.7020558 336.7706756 371.0466644 353.573755 360.9440261 354.8738531 382.1785359 398.0798089 389.1802369 380.96434 68 358.9533615 401.9070907 387.1362581 362.218108 358.3959947 364.7395884 384.5872673 397.4851302 392.5319545 373.6188591 398.0509987 365.5641941 375.2697761 376.468195 355.6349017 356.2045428 374.9021572 388.5913462 402.601786 417.3792844 364.3103067 33 9.9609857 379.7345619 367.7768672 385.3900341 366.2778493 377.1768055 352.1058876 410.2281216 387.1404548 381.5126479 365.8941992 369.3629437 374.6528412 391.5598249 356.0623496 344.4251719 375.8659135 362.4060275 399.472355 380.381066 390.0211039 364.22 03013 390.2275419 414.0851668 380.8993568 359.3445178 360.837435 368.8485076 391.7285978 385.6207258 412.769773 382.4510068 374.7444854 379.669723 387.7506115 383.3571686 364.8406047 360.1607592 368.7204439 375.4996888 405.0890586 372.7556991 405.6705166 375.7510998 363.8339534 373.589193 369.9823575 379.9460855 377.5598344 383.7121281 381.8307159 418.3706264 394.991665 396.7535328 374.1827567 359.9654374 384.8550809 374.192795 412.1485968 397.3515334 350.5720056 392.9429499 377.156022 410.5570367 395.66 96364 371.5577797 375.29666 367.586736 386.8984417 371.2520181 363.1694955 377.2739112 401.9699199 378.4900588 425.3708078 396.0648921 376.2162721 374.847839 402.3315945 392.4706761 390.677912 388.3310463 356.381975 406.0479339 408.988138 384.5244789 384 .9775991 365.3116946 381.3860999 364.9432443 386.837554 383.8331628 389.5292522 387.8508409 391.9673414 380.544374 384.3396336 387.6950239 352.4753728 372.0211584 382.7363078 378.7268682 364.4531225 389.0413013 388.7737846 360.885997 395.3918691 380.8580 514 378.3080382 370.2377955 371.9329534 378.346607 396.8920391 355.1785201 388.5048386 383.9591212 364.0810917 375.4318162 367.3898664 390.0953568 380.4264012 385.1787225 399.1946916 377.2589534 364.2466699 385.1390425 370.7005682 379.6388211 370.6733409 392.958425 400.6492451 363.1183973 362.2041933 401.015062 389.0523006 377.8659388 376.4590312 346.664803 361.9861672 411.4817015 401.7750031 368.2101662 361.2747354 388.759845 381.5095083 360.5407196 353.9902311 365.5606828 366.4264388 360.4814614 396.9 457405 381.0357502 402.4296103 393.495288 357.4642733 364.4642093 377.9564462 378.355418 385.4736128 406.8818677 363.2035487 379.2513564 388.3922006 380.900734 374.2872908 362.3833729 370.6893784 363.0262054 380.4669019 385.8335547 388.8751309 361.057236 4 397.8527318 410.4188368 377.7557885 383.1540869 357.4700245 384.7363854 357.703917 385.0476676 360.4721825 372.586302 391.7951095 409.4250363 389.8767122 379.0715169 375.0658666 360.3646206 390.719465 383.6037144 354.0355742 359.041724 391.2672115 356. 0022622 389.6421475 373.7948471 394.5268486 382.4431021 384.8737013 364.5453179 376.802249 388.3229844 372.4950686 379.0288758 362.8145203 409.5955823 392.0550625 416.6304714 363.765679 362.2442401 383.6073857 378.2672757 375.2075674 372.2174704 352.6461 922 366.8557934 397.3793686 387.4534806 405.4112978 388.6177907 396.7716394 355.4937929 366.0184165 346.5902973 391.3338488 362.1680626 402.1485957 392.4287897 403.2462277 377.0132794 362.1247553 379.8311361 388.3869763 366.3627898 421.6258355 352.252649 3 372.7837034 396.2987373 405.6112407 407.0904618 408.6300454 367.8477586 369.2397222 365.5065623 375.5266109 384.4598233 366.725107 371.982817 387.0045162 392.5704108 407.7907855 411.9070139 370.6804617 382.0317653 380.5217473 398.1618439 348.7809602 37 6.4363955 379.6450867 366.8618982 373.9381205 380.2914586 400.677462 377.918943 380.767852 394.0904633 363.0531654 364.6960328 378.7239016 377.7582637 367.0657395 398.8246799 407.380838 396.1243214 369.4601092 357.5485238 376.9524491 367.1846843 367.2206 314 380.5123334 377.3656031 380.996753 378.7206237 368.6430124 403.2685539 358.2594918 375.903811 372.5253219 376.9471146 360.1472709 353.8728345 387.2890677 373.9615583 353.4004203 387.9391232 392.1616707 374.8746779 367.0675311 360.0636275 363.9982154 352.0674712 373.7820492 366.9658921 380.6750821 371.3220323 392.0685583 380.6307819 336.9379752 324.4287358 374.1280839 362.1084881 376.6297468 363.2127188 367.9835854 360.038182 392.8550981 380.92556 393.6409092 370.4100106 362.5451701 373.4008966 366.5 129674 385.2713816 378.2204048 374.228783 367.4087525 399.1361982 411.4863311 369.0846908 367.4739409 388.7431369 370.1303847 389.614626 396.8873232 345.7133984 370.3111991 357.1343648 381.6692357 389.2445193 383.4782339 361.0882461 364.5357229 362.11547 42 361.0959194 372.1662776 403.5948492 347.8353938 379.9167553 384.2399437 408.3017816 403.1374338 372.537452 386.2965957 398.1141716 380.4023688 385.8001025 393.9457348 393.3355183 377.3656031 378.8487887 396.37523 406.3176246 376.577249 372.6604161 373 .2363251 374.1726567 365.8958353 372.0228233 366.8413214 394.9807669 404.6409052 375.4255409 401.8081016 383.0260063 360.8934841 363.355944 355.2670601 373.6001211 381.7958542 357.480039 383.5065819 412.422777 378.6851324 370.0442288 394.013216 359.77922 59 360.2196576 387.5549983 382.8957151 369.3123192 374.831969 396.6052456 385.6628202 392.7954821 406.042492 356.1360963 404.3838574 375.0647425 392.964318 368.3414621 375.9809526 363.8403919 362.3228859 407.1617337 381.9654044 417.4790558 393.4598497 37 2.7438708 380.8781623 369.5893852 362.885902 375.7992797 396.0435533 360.3414532 392.9890939 412.3341625 392.1678092 369.3409418 363.2702527 369.7230461 394.9459823 385.2111971 375.619138 364.6574711 369.0448217 373.6116766 392.1298574 399.4883785 385.89 8763 378.9870621 379.8185432 374.1814832 369.4982561 390.5227068 383.0435655 361.6274843 405.1960333 404.4702329 389.9013654 382.312929 386.9049888 394.8743603 379.3755695 359.234827 361.6496199 358.2457329 370.7928229 382.5268312 415.5475943 374.4014246 381.5304037 361.076114 374.4859031 365.5724127 372.0215554 376.7267777 383.1765323 370.166323 385.3436181 380.5111312 387.0215979 364.5033365 369.4417138 358.4906517 367.2004002 358.5386493 368.2380172 365.7432224 375.6602124 395.0727086 401.9821589 416. 8745176 389.2990133 345.3849394 351.6873079 358.0815407 377.5706195 369.5874472 373.4889256 364.7225579 407.5237106 378.2497048 416.4621255 366.843363 382.4711635 404.1702946 383.6857147 366.3925319 389.023119 352.1056681 377.2901013 387.8442054 407.3457 403 379.6596394 379.0904904 358.7370546 349.1277029 358.911653 378.5106527 379.5465058 347.3478155 387.0195741 400.2407917 376.3437704 387.0480175 363.0289247 385.8247703 365.1009421 375.6669069 374.3211197 368.1928514 390.6372488 357.491428 389.3061961 414.4002517 386.2745189 367.9375844 366.61078 370.0789154 364.4474723 347.2282409 351.8668094 352.0176358 368.2330552 364.4406359 382.5625903 396.0377558 394.1667225 380.5675415 398.3918467 378.3328692 356.2839276 364.4763807 373.3795478 383.9799835 405. 2775409 402.354376 409.4557884 379.6305437 397.8060627 362.3971006 388.5942367 357.7187455 369.8363149 366.2209155 412.3237681 402.3793946 384.4245809 396.3531065 379.4247805 359.6942174 395.6734574 383.5500663 381.1441624 369.4858258 364.9747435 377.145 7077 382.156142 392.830156 389.8600507 394.3392318 372.5413594 428.1882691 392.1823689 368.0887878 374.6844231 373.6047664 357.3668547 413.7025218 388.4567505 419.3259036 389.020623 353.7219638 352.6972805 383.3190279 379.4525876 351.7650758 369.6887974 359.1874681 390.527348 409.8009049 391.8109884 344.3978132 398.6005881 396.2073761 410.8266483 375.1251231 376.8442096 366.9491831 401.2152514 423.1412812 385.1333252 399.6456149 367.9250779 389.7358679 376.4936188 368.9332556 422.2114029 363.7867059 360 .2205712 367.0334499 360.0904644 424.222276 383.9591261 371.8340205 386.9138781 387.0693838 383.1415123 387.2217854 364.5551655 364.6465778 387.5491383 414.837021 398.3794193 407.5180721 365.6017037 359.5906587 370.4525498 366.0367107 373.6335572 373.312 713 378.5399069 370.271533 397.988572 386.8070826 392.2870157 362.0047138 376.5134105 372.6378839 358.7542955 339.9561817 380.9554897 377.1767816 368.5077007 365.7456424 405.3597501 388.7072163 386.3422775 383.8792598 381.10391 363.7104719 374.3858703 36 1.1386271 379.7540594 390.309168 420.4645166 398.2178758 383.5713529 369.8342701 388.4628869 375.3952538 372.7538224 375.0721337 363.1121457 375.2538466 361.896163 380.3959787 405.6584086 390.0580647 357.3826239 364.9072755 388.7225527 368.5772672 355.27 3264 363.1505311 360.1538912 382.6064974 420.6161023 409.5976073 394.8573105 375.0385376 385.4521808 391.1295456 374.664002 366.3584139 387.4898997 366.2597752 375.7646451 409.4421743 420.899781 390.4135801 372.2433953 392.0521099 397.4828378 394.8336548 369.0168617 368.3172493 416.5415352 351.817034 415.6651956 402.5908381 384.4152583 365.8375174 356.259363 379.4297525 396.688163 378.0146302 368.5611729 380.4125502 383.86642 391.8435038 384.0273728 396.3619812 384.1471984 380.1407626 372.0632332 392.44 10305 383.7295108 380.5006983 384.974008 402.4821565 387.9817535 404.6049552 376.0883751 375.7664442 370.6955083 351.1489666 373.9185758 374.7799185 381.7980795 400.113165 374.6981314 427.0992613 402.3674488 416.1527189 369.1922387 361.426641 371.9691477 378.7717714 380.9446395 353.729371 371.5900563 369.8941867 407.1466114 386.4155526 400.3902788 392.3164741 398.4215977 382.5568386 379.5145275 369.302253 366.3315275 380.06474 367.9605244 400.721675 422.8574366 423.4871073 368.987477 382.730023 388.3677 161 373.9816001 373.1759885 372.0285242 363.8724829 373.2369421 392.4420155 408.7623082 368.6331989 357.5936665 347.6094115 388.7552279 366.7942165 365.4815175 363.9442207 385.4898147 381.8857374 379.4598862 379.303659 400.9202146 360.3070267 388.4764856 382.9219999 357.7871436 372.6786399 366.2015806 347.3955661 366.0290131 400.5705573 406.9034542 404.1148078 359.0302525 382.0034686 353.2588275 353.2750197 356.8540943 366.9622755 381.4676137 373.4855464 387.198995 399.0643409 385.6812322 374.3675197 40 3.5430518 387.6759529 342.7103829 363.7676949 365.1334744 373.2760719 332.8735228 371.2664476 395.1750535 400.603429 368.4712409 356.1612689 389.1807429 383.5575683 373.2606337 359.9503563 368.6045065 360.1955283 390.2575159 371.9899857 389.4631122 389.9 013485 358.301617 385.2881566 379.5079246 375.8317779 382.6175505 370.4465686 375.4202665 381.9586029 392.7704585 398.3624664 379.982507 377.2362194 368.7971443 380.0226334 362.2994415 380.4524155 372.2273658 371.6550041 389.445135 400.3540132 407.9222942 363.532465 362.687301 385.7474873 367.003836 373.312713 394.913734 359.7352141 353.0022556 399.8943085 386.657497 415.1690489 368.1181428 366.1372143 363.8203524 378.3877475 393.2464006 356.1285918 346.8329275 364.7658563 389.531092 392.5147734 408.4561 774 375.3353154 351.1870217 366.2671793 366.9673284 365.5336717 361.2276627 381.8857374 398.0647062 417.1041877 374.0133912 376.1130154 369.4885965 380.5410064 414.3666687 384.7552692 355.6313669 367.6932482 359.2221677 359.4453227 391.0815382 409.222963 8 383.8239998 391.3070256 373.2039661 378.9719369 354.9198986 383.5838195 371.6091489 366.5342448 371.0471799 395.1118901 386.8183602 390.4296108 369.6961051 369.6980473 367.0537793 374.3223654 383.2620715 361.9315993 385.3105029 391.4640354 406.8867799 398.7587953 408.65439 358.8894908 387.1708822 380.1087515 355.5701501 384.6238353 371.6226288 393.3603273 369.4885965 381.8186835 379.5309364 397.1112119 370.2361734 358.2416399 391.2552309 386.138356 369.7446389 386.9077758 381.4327467 352.7110773 384.9 511858 407.5938719 442.277686 350.2580057 362.1634747 403.6180195 363.6914044 383.964959 377.2079096 368.3842891 385.4073869 390.2391764 392.5293889 412.3966299 371.5048253 388.5912821 373.9037863 374.906128 359.3850262 387.626762 374.5250881 375.9298038 368.7556025 376.713357 376.3723093 369.7219187 379.0316493 375.1159535 367.4436696 384.3299542 394.6250381 385.8135691 378.7106264 414.1175471 404.0905648 383.6596559 381.5679724 369.500993 374.4005025 367.507352 362.8454791 371.807553 365.3080601 370.8 102994 397.4523538 411.6829957 363.9850947 389.1761237 366.2670501 374.3106593 401.7720763 352.6468033 391.670254 351.0502293 369.8850905 415.6976558 402.6593365 383.6788413 368.8934159 396.3548396 359.6019671 378.786962 357.8232776 382.9537438 356.64240 97 363.333479 391.0870676 392.7023575 408.5224773 359.0879215 370.3588434 397.7802657 392.8801218 352.1896286 381.3067818 372.0865543 374.539179 379.1263514 360.4491111 397.4246071 352.9721345 376.6383907 383.805258 365.6824855 375.1091391 357.8772907 35 9.209958 383.6576702 401.0157445 382.6524401 413.599792 384.3294641 360.3758296 352.1057548 383.2162463 351.576378 362.384342 392.7639625 373.5511418 403.2175463 399.4867278 392.077412 372.5300681 373.3888445 377.9470528 375.9019008 371.9958755 373.05048 72 372.236239 373.5276735 393.6599611 394.1249926 395.3130241 12.15415368 14.66568541 15.14262388 12.51683896 14.89753185 12.73941075 13.94994468 14.21337436 15.54773665 13.8778165 14.1914009

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169 Exp. 22 Exp. 23 Exp. 24 Exp. 25 Exp. 26 Exp. 27 Exp. 28 Exp 29 Exp. 30 Exp. 31 Exp. 32 396.0828996 398.2235411 397.7563697 406.9522852 413.5433295 404.0125917 365.8037388 367.1535541 360.4739723 376.5975785 375.0068485 399.6040073 398.0463877 390.8026429 415.2808733 386.6040919 412.8166443 364.9855312 356.88462 7 350.8087912 373.4784861 391.011582 368.9273096 400.5573938 381.2123315 396.0019103 382.1436946 411.4141582 333.3470994 346.8810171 376.6704559 394.7197706 371.0582608 382.1696918 406.9876129 380.0043277 413.3358806 383.5048151 365.4665945 379.8428461 3 87.3545733 351.2429172 347.5117868 384.4020338 392.1570663 356.3333018 373.4566969 411.3515469 401.6132913 394.6374672 359.0603658 346.7506728 375.3406135 361.7413688 374.7998876 416.6439998 392.7455014 409.7487447 398.7605735 381.5934787 410.287349 344. 285288 360.6906189 393.9211709 354.0951363 383.2404285 381.5309267 405.9984509 395.3795231 403.0529685 367.0880029 391.3333971 386.4206577 357.4333399 364.9261208 372.3405126 371.2705656 399.2510152 387.9460435 405.2122613 403.2666996 408.155947 395.2926 605 384.1762902 380.1356383 363.3660076 393.1484331 363.9459263 393.4516359 379.0360199 376.2716601 404.6711972 397.8341113 407.238059 366.7755258 372.4195764 393.4969917 364.4527348 372.503085 374.9045697 386.5562978 392.4410149 408.4314678 399.83042 39 3.3607065 380.4166169 385.4740303 370.7203249 374.2965905 379.1174779 408.5334742 423.4952708 403.6861419 370.1083023 354.0830344 403.9869252 375.4442114 387.9177006 369.2341363 384.1071766 364.6282766 389.1431309 397.7806986 392.7876047 421.2174813 419. 9882004 400.7523827 371.5977 367.4229441 350.6316693 358.0471958 377.9507906 380.7473019 423.9100791 389.0202282 372.8322645 365.0536452 408.3269019 384.689709 373.3903967 381.5765974 370.9325969 376.7965193 382.8737238 407.400803 390.8026429 377.0509176 367.2392759 416.0280587 359.2208453 360.9755602 377.0887281 386.5216008 376.4391875 383.1436994 403.5940715 393.3516095 409.3561251 389.1756751 374.2851761 362.0487906 364.6003089 365.6102945 353.4104603 350.6990326 390.3011747 407.3198095 377.3049139 3 89.3650478 412.5937493 410.9995447 376.0415767 393.1678945 354.3991342 365.9708355 376.7404234 380.8571981 401.4689635 376.2059548 417.5977809 369.9497338 393.4987316 387.7381146 381.6408746 380.7375924 362.119949 365.2783391 376.923638 388.7981383 380.5 057272 392.0593414 395.6071841 415.6322313 359.5083118 360.854483 355.462647 428.9541774 343.9311737 398.392558 400.7133278 388.9918969 392.6541169 394.1619252 406.8786692 367.5099458 358.2592446 395.9148591 360.300895 375.9619999 390.256282 390.8670895 398.6967816 398.3376753 374.0891022 366.5342701 391.9514554 371.7061168 369.8202248 390.0685853 366.9294483 384.4268479 409.3224643 377.7206439 382.114038 391.3082453 378.0306158 381.8733041 343.4848537 357.9344238 342.7447519 363.690556 400.3927822 397. 4110297 373.0802128 377.6399826 383.9431866 411.2818476 374.8860055 372.9310776 380.3200188 364.9688463 358.0192195 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391.233059 355.5602959 406.8290011 374.2415524 382.3065512 380.8927058 404.4233334 373.4663849 388.3888758 378.068422 367.9876594 370.0355271 391.3057104 385 .1139382 388.353002 402.5829811 398.7752069 403.6383497 373.7932877 389.4039313 396.4518022 377.8047566 357.8828688 365.8855078 386.2898323 376.9804914 368.5463462 406.5036623 388.5661391 416.3677796 390.5079802 401.7537847 371.2214931 378.181199 366.712 5793 389.7172192 370.3175851 406.5702711 384.1925609 382.3847631 412.0051676 381.1227837 385.7415603 370.2209701 355.4012281 373.790433 368.6834402 394.0243792 414.4002517 404.8941789 414.668911 430.1951939 402.1409558 399.6538886 376.7974077 380.7388897 355.9381721 345.0031268 351.430156 368.3989279 384.0103604 391.9950079 398.3114467 391.1003837 414.8364873 370.129736 376.5461208 377.8457506 379.7615383 362.102414 404.9575721 366.0032491 407.0079014 396.5965465 404.348559 387.7106565 384.3905911 366.9 00349 369.6995907 383.8981083 363.1673638 396.4581101 380.5969475 395.2698737 411.0583144 407.6650884 395.1372487 363.8322614 363.0325347 364.57359 382.2964279 354.0814228 391.5345073 396.6081683 391.1367749 388.167398 397.5504614 400.1531031 353.3435333 360.6736694 368.7808011 376.958136 371.1031515 371.7562964 414.375017 386.9592455 407.7832428 385.4989965 372.3292653 368.6186106 371.7645671 372.3607882 391.8604445 391.5132969 413.4523008 420.9763608 393.021147 382.4037203 390.334922 414.5479377 366.1 366017 371.4290467 369.6540619 375.4872833 392.9312537 412.5958528 380.3326354 389.9288275 392.510795 397.8691491 389.6206251 370.7057916 344.3213873 361.3068686 355.3556946 381.4470642 382.9533399 413.729902 388.6357077 425.9845232 378.0266397 397.91629 32 374.2775616 388.9883123 364.0263803 384.8526278 361.3607663 377.5516532 392.5181266 394.429659 395.0310914 388.8353003 419.6042806 368.575524 367.0316531 368.4424627 373.6042696 354.8918632 415.294929 380.7752401 378.2615943 400.8321257 379.8051498 39 3.3595398 372.4195764 365.2538148 376.6094789 391.9231896 374.3110521 384.1485515 402.6990335 415.2631124 366.313712 394.1202662 399.3185304 357.5331753 373.4634128 389.7238679 368.5148563 381.2212408 425.4440266 378.9352731 417.5003399 387.0247139 382.9 917876 386.2555218 355.4043039 372.1687448 373.6588004 368.2720596 377.3989702 419.5960567 408.219516 419.1848397 407.7383412 375.6660188 417.3449486 363.5649598 387.7992401 415.2968299 365.5522801 375.3949987 402.2981491 410.1793038 429.2151759 401.7932 44 398.5029705 395.4451657 368.3355716 363.9174331 373.9514358 373.8198278 365.6246145 397.5146415 364.4939726 401.103974 403.4121741 384.6781726 411.1874145 365.7463894 395.9585971 360.4695106 357.9891811 405.5355245 399.3185304 417.7132775 389.4014602 382.0519456 407.1617337 386.1980226 395.8540728 338.8999746 356.3014593 374.3087776 356.5409021 376.7452123 376.2199797 381.9018927 401.9630732 393.6403737 370.3090555 390.4367763 367.8352749 404.3803765 369.919789 367.9700105 363.4602902 400.6100597 376 .5813567 408.8986217 378.9126473 424.180334 387.6054832 370.252599 369.8277366 380.7375924 367.9772803 389.7777539 397.8349807 391.4098009 384.7486481 393.4597259 395.7154752 372.7590326 386.5154774 353.2201719 375.8664745 355.4012281 357.6455072 386.406 2765 395.322438 391.8198051 421.3602729 406.7858465 374.3809955 372.0716977 357.8413523 365.7168192 381.2250774 385.9916047 391.8591083 409.6304927 399.2045587 374.923196 381.5281766 343.5776821 391.3132739 368.5196864 374.0011715 376.5534036 397.4393673 402.7482957 410.4971634 414.668911 386.0670335 417.3615422 380.5645685 384.2164988 346.8975032 370.0963138 373.7007455 372.8461139 376.8730738 403.9091254 389.4007525 397.8349807 407.7130557 367.3514866 360.2567066 381.8214195 363.2570433 381.7219472 39 1.2071693 392.887667 412.2417915 409.2384156 395.5313822 380.1961545 376.8046623 343.83909 375.903746 331.4288208 354.0813154 393.3434556 378.2727781 383.8041332 381.0120038 415.8146438 397.3795902 366.2099315 343.8478581 381.6682434 363.3294272 375.61139 39 391.2307439 372.9144985 384.1547673 376.3437704 367.9197797 397.1718098 351.3457928 385.8010618 374.73335 363.4377118 348.837105 383.8989498 391.3893922 386.8023077 375.3068514 400.5275978 411.9629265 386.319299 366.1594252 363.3306118 373.3908676 347 .3023628 380.864308 396.7119085 414.105453 403.1019685 386.4314978 398.5221347 378.3495109 383.1440693 368.2668564 383.5388456 373.0076172 385.0528838 374.6491748 383.9260548 381.9857625 368.028288 382.9893556 362.9650697 370.0026271 400.2701345 375.9351 852 353.30709 382.4667823 382.7521733 391.1956519 397.0735527 405.3645414 380.1512271 355.5367808 380.2649825 370.9163295 358.0099436 351.2610171 413.6973152 413.4174595 410.24529 378.714729 410.0335713 386.7222605 370.9439519 398.5201942 352.7756599 393 .1212645 359.5522899 381.1886913 392.8365296 392.7410904 418.9959152 393.7760401 384.7352482 401.6298117 353.3201198 337.815322 375.298706 370.3486312 374.3775704 383.0728124 349.8316971 405.8317737 390.3405657 363.5949501 376.1739614 354.739956 376.0617 092 398.83465 375.70253 378.6007194 398.9514994 374.9427225 401.9497587 375.6574284 368.1211221 376.3376335 344.8199097 381.0353468 371.9934298 371.3879348 401.2537318 363.5295732 375.0478967 379.3682821 376.9969345 420.2305716 396.5328424 330.4092422 37 0.8363287 362.9578326 378.1371432 413.4496904 412.7588706 390.5631189 397.9605349 416.3986869 371.0538827 379.4367526 382.6565629 376.8836175 392.1539611 366.5525616 406.3100677 385.0507783 367.2555911 405.6862865 395.0177036 413.478885 380.6473316 383.4 097961 360.6445234 365.3077476 385.6372665 380.0137899 382.5450468 392.0527552 410.5468969 411.0347071 423.4930774 329.240874 380.0325821 366.4476673 366.0363741 383.6751812 416.1244403 375.4922315 380.7516124 400.6857434 391.2166276 383.2037874 388.5373 467 356.3248029 391.9786205 397.9065788 346.7317396 382.4151205 395.5702129 384.5877997 397.661554 393.4500369 380.5479469 391.5410948 373.7208112 350.5873176 368.2254739 373.3647377 384.8720883 385.0276217 381.333217 388.2373675 413.3354002 372.7682429 347.0645221 383.3372081 368.0914431 355.9972702 395.9170089 384.3416018 373.4742049 409.4472903 393.7903347 411.6937853 397.7040248 363.3590542 362.7684338 388.2465828 353.8056639 382.1980261 400.2985162 406.3050851 391.3837784 383.2290874 391.2581834 40 1.2301406 373.6590297 390.2676586 391.1791757 366.1836775 376.1273725 378.9070784 397.7743039 371.1201137 402.8331092 403.2360089 363.1025092 382.9664238 385.1534347 376.7745523 389.1868308 373.7282701 406.996619 386.4795406 422.6682549 411.5685971 388.8 834272 390.1269488 385.9607073 367.1684334 375.2179925 366.6518671 364.6694963 376.3040713 410.5428196 406.9978808 384.0145998 411.5780318 410.4770041 374.1496013 366.8665552 345.9805136 359.0519403 353.9670145 391.9020334 405.2458446 398.7066277 415.294 929 411.9475138 394.0931961 372.0200297 385.6303557 389.8197743 380.1816634 364.1192446 394.2295385 380.9095936 396.1342418 368.5147966 383.9590485 378.9156381 379.7377757 356.6415861 363.9437396 386.7981803 341.896989 416.6665788 371.0334918 410.4976107 401.1276526 384.5691006 401.4813313 367.7252652 349.7499418 366.4546981 360.9119452 382.8089409 402.9513598 382.4818745 380.5977887 403.2492191 379.3664991 383.0929237 387.0130256 354.4188568 392.5570951 364.9282525 378.6897813 399.9777049 388.5150394 3 92.2820149 383.1750754 399.2571437 381.3682263 353.6441623 398.8745772 364.013687 363.4100385 390.5681086 388.3406065 417.8753732 388.2053753 389.790616 410.2920714 366.0775391 400.8321325 357.7688811 362.4875189 377.7154756 352.916264 406.6049127 393.84 22529 381.6691032 400.5411541 418.4591236 385.9516314 404.1165544 377.1494755 368.3578486 367.8007374 352.2366339 420.9648141 391.52343 372.2417132 402.9072548 356.4363817 393.0483006 378.8711426 364.5153539 386.3559858 355.1235857 380.4707723 373.850376 8 384.0935127 377.1073138 373.45559 416.4668822 398.7345914 371.0668464 343.9716527 375.2024253 352.1554398 411.0455649 393.6895584 406.6888571 376.8252895 399.5638862 387.1813373 398.8225994 370.9325969 360.0994315 357.8953546 360.9460872 371.0982311 39 7.0367878 407.8721819 398.3999415 363.8919819 389.3281752 424.6594515 359.9822826 353.3404444 374.0395471 397.4451848 364.1486318 422.1418489 364.4251451 405.6623369 407.7782909 418.6487646 368.1942647 354.2155489 351.6486519 367.9006467 376.809264 352.26 36673 399.1415699 372.4948971 387.0134338 398.4852609 413.4623098 400.855179 405.3346987 368.3157606 364.3435509 358.3615041 381.8048957 368.475897 386.5639049 377.0157921 397.2093323 381.1501521 414.4035055 362.9366144 373.7699495 365.9534172 387.272845 8 365.2756385 411.9626669 405.4992495 378.4768424 434.5486599 384.2645561 410.374774 349.8904917 365.1825631 357.1856633 393.1165534 348.2653225 405.87607 421.6645274 402.7529481 381.8460117 390.5512295 405.6852311 367.9943094 342.974088 368.3445561 382. 096101 359.9002707 394.727984 398.6347113 383.3906244 380.3002713 382.1245097 398.7567308 359.5676825 360.3502356 360.5014629 390.8468022 362.7442467 399.8119575 376.087523 377.170743 406.2597704 373.6624703 397.5524743 368.8833062 357.0461352 373.781880 6 369.8512616 395.6820069 375.6665076 384.0323232 373.6624703 390.3674559 378.23384 400.4536287 382.3578172 387.5485334 367.0190088 378.8317826 381.9816222 392.3643931 392.9556049 391.0687341 396.3058259 392.0478599 395.2193159 372.093243 369.3520794 370 .5754232 373.1110824 370.4602846 14.42924753 15.13486505 14.13500556 14.72764791 15.11018004 15.30510409 13.985232 15.737254 13.44330259 14.8104978 14.07618241

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170 Exp. 33 Exp. 34 Exp. 35 Exp. 36 Exp. 37 Exp. 38 Exp. 39 Exp. 40 Exp. 41 Exp. 42 Exp. 43 35 1.1698748 382.3070321 375.542976 395.8423907 360.3708441 408.5380714 392.9392169 405.178256 396.5078375 375.1261113 400.5325637 358.742167 378.3466686 379.8592893 355.915429 374.4587931 381.5849454 386.0995169 394.5117894 413.1805232 393.7538102 404.87755 1 361.1409054 369.7125088 380.3335653 386.089929 398.2514891 385.0549423 405.4901883 384.6492065 399.8093182 380.7586518 401.6481402 381.6357679 366.9938151 370.5589574 360.948744 423.8186147 404.7579134 391.2238626 407.4699947 370.0370794 385.0348609 37 3.6308758 359.5676825 376.0766747 383.3484019 374.551492 372.4295236 408.7778117 381.7800986 398.2330241 402.2227512 377.2901127 405.4801468 359.1169888 375.249714 379.1020913 372.9517737 407.4044933 363.1703145 368.7213518 389.7508974 374.2413363 408.24 98341 406.7086646 391.3555497 388.6404421 360.3418954 376.3292338 382.4424548 391.4170188 400.5183872 392.4249712 378.7043104 403.2443734 417.1259072 374.1939864 357.9310755 381.3331106 365.5524203 381.2203803 397.4766327 399.1527657 394.5023578 395.1937 503 383.1258869 400.4983901 382.1004785 387.5026285 394.2724439 354.728071 398.3750275 363.0305743 370.8851361 396.130042 407.1086304 378.0118779 369.3149646 407.2485851 368.1599037 364.1654085 377.5256957 379.5729675 433.2010021 402.588578 383.3393367 3 98.9969602 395.2391791 385.1471645 358.3292481 364.5299587 369.9856273 388.0300621 389.9186659 383.6576073 393.9729568 386.2278679 407.4605132 386.9143184 388.4345295 360.5775775 375.3601122 375.1720507 367.2297673 401.0551616 388.3657871 382.3361862 369 .4614965 389.5337661 383.6461583 388.6288505 356.4044984 364.7603113 374.86775 371.116707 417.6722774 400.9841308 384.956103 384.5055103 396.5282899 399.0937717 409.3994868 358.672553 346.5547036 354.9161647 354.9656444 391.0687937 415.0879881 401.361397 3 388.9736157 391.9667548 399.7660176 375.1425322 379.2333547 355.7888693 379.3840886 360.7432223 382.5039881 418.2154607 416.2644506 382.587521 367.480656 377.0464437 382.1387275 397.4678646 362.175513 375.6568275 354.0166952 383.4884647 375.7475867 386 .1897168 374.4322092 393.0472482 412.4181942 385.705117 382.096101 380.7132664 362.884917 375.2881087 364.669828 406.1435185 394.8257784 399.4494381 365.2851266 400.8827275 388.8893403 380.3509227 366.8714684 355.1700218 355.6588985 402.4710303 386.62140 68 386.3072834 383.0447002 382.2334349 387.285576 391.846965 365.7539751 376.0795332 356.6513754 382.6949803 387.6260919 361.9075052 383.8253296 408.2800176 393.0758585 391.6594344 378.2025364 340.803249 374.0695817 374.4694754 410.3511299 369.3770788 40 3.6708021 411.2980617 396.2898541 389.0264144 392.8302597 389.5409064 380.2865008 375.7741715 368.9899271 354.4226551 374.7174507 401.8766096 374.0827506 380.248955 407.5332231 416.6332452 392.3707179 357.7158051 349.9897675 348.5894905 384.7008703 379.1 690345 401.1222342 376.5022684 397.7197331 405.6974478 392.3986254 389.7745287 376.0374086 360.9081163 387.750246 363.4484494 385.3032757 362.9980389 373.7277668 380.8782671 383.6394234 398.5598033 374.3260617 345.9300708 398.4526161 348.3761685 384.9216 229 371.4616949 369.2458659 395.6096757 376.2135485 384.8734797 388.9971171 403.4792647 346.4514439 383.3234505 373.0373199 367.5766308 407.3596998 381.860864 371.3724676 399.8182532 369.9038974 385.6010213 361.9716056 363.6741265 396.3041982 359.2384854 353.812266 380.3838586 384.586079 374.2409285 367.6849356 418.7490685 412.9783466 422.3592233 370.3304394 365.72388 376.2411156 368.9338165 380.6198643 372.2052113 394.2150683 403.6196378 390.4829552 389.9396296 384.1254643 402.9001148 385.2349878 371.5 326226 372.7943111 393.5998616 398.5340444 395.3441132 368.82707 397.2907382 408.4789811 380.6893983 412.9854175 368.7830529 365.3691182 372.507954 386.1531478 388.9671481 387.9153924 407.8404146 396.0146778 415.7775911 412.9786113 367.1271443 354.891863 2 377.0939356 380.6253934 387.570277 381.1419703 407.1674421 366.3061536 392.1033111 399.813206 399.7374078 375.0768311 370.1313789 389.639861 367.8281534 396.8956883 379.1484682 404.0569981 400.5902927 385.0349604 385.0632443 414.3726753 369.9862625 367 .4565449 342.4038406 365.893087 397.3454826 395.932094 395.5936769 381.6059881 388.7105864 414.9876427 382.7013643 376.9966514 369.521808 374.3514426 377.0830837 400.783935 377.8277371 379.1914444 372.8826338 392.6042525 398.7891539 378.8109342 386.09904 27 370.9959568 361.4923954 379.1640919 376.9326675 370.8076415 401.4760864 394.3764452 396.2960845 377.416278 417.9782216 374.1163563 365.1886534 341.9505734 372.9064989 350.069497 415.7613878 367.323575 388.7545928 412.3682666 377.254006 385.6655546 359 .9400336 377.3893943 374.8391702 396.5182026 376.7586433 360.8258532 383.7678932 411.6979669 394.930933 398.6155405 368.2680779 335.9235175 366.2667109 392.3222673 362.9900861 379.5541349 384.8218918 409.9539501 376.4131363 378.6408131 399.9241755 395.355 4986 365.4213257 349.8806501 364.0928971 365.7205341 395.7499694 381.8129264 379.0134737 379.0765289 383.2697684 409.6566572 394.2315184 384.7301122 361.6307173 388.0628075 372.3511666 378.0015285 399.1104957 389.63218 400.240618 385.7231227 375.1507576 394.2411418 358.0201773 355.1704246 377.5377415 354.7595643 381.3518711 388.7147322 419.3459887 391.6349539 382.3074376 366.0551117 425.7763039 354.0166287 374.594706 376.1208299 367.7110453 393.7137554 413.2230334 384.7098469 378.0849217 378.7947762 389 .1810406 382.3027645 376.9218091 389.4707604 364.5968335 354.4478287 382.3104257 420.9540671 395.1284685 363.354392 377.760653 395.4311075 381.3858488 369.4833655 373.3796406 368.5291504 361.9139314 398.1947523 387.8955445 376.3450187 404.5330214 379.759 3742 384.7604807 378.5610376 372.2344495 393.0012358 371.7489671 352.1002832 392.5570717 375.7524592 381.474059 370.7697373 415.0000506 395.8725934 391.2196705 392.7892897 379.8752926 367.6661199 374.247707 390.5495139 373.9652766 393.7181876 372.6427276 377.4385523 366.5591577 388.2597239 360.8860691 365.7012621 365.6582301 355.3556946 401.016155 407.6328411 403.7966932 388.763914 389.3766263 396.1101849 383.5740801 360.3502356 370.8271297 367.4749173 344.0911805 380.7341197 379.1753188 380.1968988 370 .7292303 361.0099023 375.273042 402.4585031 366.4932992 381.5898364 360.3502356 384.5333855 389.8141966 391.8124101 377.1271778 408.5793395 388.2521564 371.2503398 375.6801809 381.4534133 363.9049053 377.0486634 362.7734364 407.2810214 398.417853 411.675 8602 402.4637326 394.1898075 393.4799091 367.160882 384.33883 381.2362276 388.2169696 367.4626149 414.2598709 358.5027064 395.4495553 378.3438529 372.4429521 402.1493972 389.170984 377.3584319 352.3526578 378.7373251 365.1431153 374.11617 397.3650891 378 .3049102 370.2324431 388.3284764 382.3255334 368.7163408 379.2053462 341.5990727 370.0829777 349.2079328 395.7895438 413.3998847 378.7947762 391.6358222 395.9399357 373.6367536 393.3182341 377.2500538 383.0719146 370.8837681 367.9275217 412.8731607 412.1 760391 402.3242242 398.1632413 402.4239206 376.2415704 387.6445038 356.3737941 385.5128319 376.2568822 355.7745327 400.3830934 395.2429347 377.2215063 375.3052132 403.5235699 406.3769993 400.9446341 389.2400008 367.5071066 363.6234571 381.3256208 412.672 5429 364.728701 389.6637544 416.9077159 405.7676403 373.0547139 399.7581325 369.4833655 361.9660342 381.1427186 349.6120222 410.4766308 379.2917333 382.5569045 406.5157742 392.0179827 417.6891514 401.5838178 349.7774274 368.0821006 342.8533596 364.560425 4 383.6755333 372.6427276 387.2418978 396.6656147 408.0024062 376.1486377 393.0474623 364.2122289 363.3927728 357.2563855 338.1711522 397.386736 373.2632775 363.8135521 393.0687113 412.5347453 394.8391547 392.4132537 401.6844337 378.9086881 367.295679 36 8.9715798 394.6115387 367.4619362 376.6449278 375.4932392 378.6323545 388.6785617 388.3142454 368.8638724 361.4161825 378.0091017 364.4468955 387.2732838 395.801153 372.8995369 381.4272986 393.912969 418.025683 422.708674 369.3062654 374.9703615 361.6117 138 365.9479423 385.413091 384.3908461 420.9223498 399.5122655 393.6095866 378.2493191 390.933726 353.9851111 366.84819 376.4848209 403.1689842 381.6517178 393.408435 375.4800602 394.4011907 403.1029657 398.8215141 369.7976139 369.0862865 380.7237462 373 .6995969 375.0468768 388.7509893 383.5492332 366.2730699 381.530246 384.1135607 375.2691178 406.1567195 374.4179823 403.2981653 374.1922911 388.7733771 391.2902975 380.248045 391.5158357 397.5558826 384.0040072 391.2231605 369.7081345 369.1121691 391.303 7448 370.9971257 367.7589879 390.4137518 393.0581642 357.3501785 394.3879802 386.5306191 424.9510451 417.4542123 368.9797646 362.0578813 385.0532663 365.6561029 388.5395342 391.7569517 390.1554091 385.173793 395.3761772 388.0307889 407.081546 349.0755478 382.2511343 364.7805475 403.5976344 425.3167635 415.343775 407.9421824 399.4955734 377.1905562 394.3429333 414.2862178 383.6127188 386.5690839 371.3001225 336.3112129 410.6935613 373.5766471 403.1763201 398.7678111 392.6844217 382.3622669 383.3023205 36 1.6348229 375.1075387 377.4637324 371.7705524 389.7233583 401.2034274 409.0692193 388.5638005 402.6723851 397.1831777 405.3701196 373.7092374 395.9567204 351.1916833 385.0971221 406.2304148 380.8009944 366.1480402 391.2105334 374.8764927 377.8652515 389.3 702312 350.2166535 371.2299844 374.474804 369.6627707 395.315575 371.028677 381.5910045 390.5345184 395.6788912 399.1280503 389.1724223 344.8270908 368.5903837 387.9545554 393.6197598 376.6159544 393.5584714 382.4301276 409.0669628 390.319558 373.8666274 415.3792039 375.8199625 379.2228958 363.8522226 393.026387 386.1140658 416.939806 374.2446623 379.9347988 392.4529721 367.0349385 403.8745388 395.847122 373.9382116 356.1471769 360.9568677 378.8791403 365.0554897 417.295568 375.0156613 387.2385143 391.8 60175 407.7331567 361.9336091 352.7095003 382.6376034 361.086853 395.5027939 394.8552586 395.4308052 396.5288301 398.6866856 388.5675934 386.5816156 375.949983 350.5230016 379.286072 359.5656605 373.7676617 379.5572332 387.2972301 395.7759703 404.9409615 375.3195096 385.2115405 362.0388981 348.175224 378.2266531 389.9704528 363.7299848 397.9760932 379.6151963 395.7419278 388.4871692 362.1176394 375.1258669 385.3205695 371.3912307 365.3312618 373.0051084 407.3999609 398.9349368 396.4471312 399.5710089 39 5.2718404 384.6736437 378.050697 386.0397452 359.0445584 372.9452694 387.807766 391.0845077 416.3859692 407.9249683 416.0670276 393.8868357 373.7810646 350.8190607 354.1318315 387.6523648 368.6648795 342.2938161 406.9258826 403.0718972 376.0977435 381.40 44334 379.6552228 375.6174246 389.741383 373.8049149 390.9468429 352.1757585 371.049756 392.3010861 395.4255729 394.2669009 388.2468019 415.9479848 438.7427929 396.0919144 371.2356519 377.403645 369.2432302 359.9376819 377.7058448 387.8693792 377.7007484 397.6627952 403.0159157 369.1876659 372.2231971 357.5919789 409.5835888 368.1046968 366.5565832 405.0079221 434.7174229 378.8463911 383.7679961 388.5687555 384.5630223 406.2110286 375.5116269 371.5708605 357.5710266 387.9680437 417.6722774 378.9816754 3 94.1785956 375.6005218 393.8124667 383.4716633 379.4546633 363.0663943 364.7598531 368.2574401 359.4964498 400.8119897 398.461162 394.1688068 387.8142321 368.7081702 386.2285643 392.5258692 357.6382402 353.5455645 357.0004556 519.4751663 381.3670057 394. 2781494 384.0825627 417.9028488 401.3145935 388.5634841 359.767178 356.1689236 372.2986056 387.9069329 375.5336909 382.2179247 360.6669538 401.0973192 387.6172001 405.858946 403.4952738 396.0492792 381.5634678 354.2101474 369.5671702 369.5812248 393.3143 64 401.8621114 378.8888313 395.7954424 395.1402881 371.2598531 356.6531753 370.4052705 362.2713633 374.0308872 378.500263 409.2334888 378.6232324 369.5386618 376.5515871 389.6494658 383.7301948 403.3520518 369.0665057 366.539843 401.7793733 378.8287861 3 95.3940316 401.0032309 382.5957373 390.0585762 375.8032175 388.1240902 409.921022 370.8983146 373.8600799 388.6703479 372.1998844 394.3110461 405.4907266 368.7427691 400.1601032 411.4333107 381.043128 421.5997511 371.7574373 362.7908755 361.4458567 343.6 239153 385.1476832 372.6465814 392.6205069 394.2779431 402.4199405 376.5195874 388.7668999 352.6048331 368.0816853 377.3234773 359.4517069 399.578896 379.5541349 375.0523559 410.6688739 391.0179016 402.4498138 399.7764483 375.0377797 347.9879795 404.5699 68 370.4546549 385.6517363 400.0993521 402.0815488 397.8540498 358.8504565 385.9925148 391.0892382 351.5181522 386.8157474 366.9492377 366.9702569 389.8471345 397.3016475 395.1377253 392.3015825 367.1322867 377.248787 392.5990931 395.5910992 352.5910228 363.2637443 379.4773231 380.1514323 385.1134395 375.6465089 395.3605897 380.5906129 380.4999923 404.1350063 371.8858433 380.8973424 377.9960955 377.4724959 397.9016369 371.7828915 386.1872601 403.452265 394.0120393 386.3933753 392.6472208 373.7944395 368 .125922 393.7839102 385.997378 386.2526891 387.8281032 387.7063159 391.147285 405.7341711 392.8941133 383.8237232 392.168401 377.9370711 375.2962929 357.7297326 403.82442 392.0196826 386.9090106 383.8825398 381.8593308 397.2637307 397.0328753 356.4527613 377.3112271 356.113873 368.075715 422.0250387 376.1515279 420.9899912 388.8081378 367.9974044 410.5350641 388.9620869 370.2093386 371.4932567 371.3182561 371.3177168 391.0074332 389.8799463 388.6220291 390.3872376 390.9257054 389.890237 391.7816196 14.8 2061211 13.19483633 12.14680109 20.60442818 14.08647531 16.59431014 13.89642748 12.29372218 12.90209642 14.32406396 15.37902029

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171 Exp. 44 Exp. 45 Exp. 46 Exp. 47 Exp. 48 Exp. 49 Exp. 50 Exp. 51 Exp. 52 Exp. 53 Exp. 54 395.7114164 390.4690685 396.9289839 408.8065296 385.0793371 405.3021653 402.6675971 422.9062048 400.6591662 401.2063277 420.8041137 395.9785436 379.4781541 391.3828211 413.6378901 399.6288394 423.1202588 425.6711965 421.9525341 393.0236503 421.8968981 402.2056963 388.4801049 407.5529773 4 09.0838224 439.5009211 416.7722743 396.516132 389.4829893 425.149547 413.3106293 426.6443849 408.9621012 382.6174264 394.8979146 422.2584457 394.1326499 413.13532 419.390799 429.7032568 409.7885501 403.8020896 424.2518018 413.7720494 407.5392528 397.2006 998 421.6175151 396.4393606 410.5103689 410.2628943 439.4874699 418.4343885 394.6690314 408.6265252 399.0437406 386.3908671 387.1959883 431.7777495 415.0818347 419.7355047 394.343163 403.1024358 396.310526 406.5761928 395.0276773 440.6248959 387.5159486 376.651378 406.9540032 406.5587666 388.991801 436.7788206 423.5826695 397.8715649 408.0703072 404.8825346 431.0582992 404.2570673 375.0267835 420.7878649 387.6774453 420.1581427 397.8185794 439.0254238 408.1726957 418.0657362 410.379292 416.0722763 396.7 702767 376.1053891 400.0599499 434.2883598 419.9344321 406.2267882 415.9217211 437.7211769 405.3741153 375.9855331 405.9533436 395.349653 382.1982671 381.4818355 389.0127988 433.4848368 422.512109 360.7647057 404.1630861 413.3595064 406.6387133 417.062603 6 380.446906 387.784825 413.8177866 406.9037079 400.275173 418.7397145 398.043737 403.1545309 393.4000841 422.3123882 438.1707144 385.1925881 402.5097195 418.5890724 421.0243935 443.1031946 396.8420653 431.8654451 409.7702951 431.2162385 401.4023803 425. 0857994 377.9851101 375.8179363 388.979075 403.6273415 390.2656543 418.7126884 408.6935131 409.9676953 396.6922535 402.1064545 399.5381714 398.9680459 393.9959379 397.7503604 427.8831638 402.8303338 399.1912119 424.3487558 419.2442405 433.9490029 418.441 0229 397.5964632 399.9484698 389.2838575 400.8560774 362.6589062 421.5711545 418.7602506 431.7007187 407.053252 409.9721447 411.7360992 389.1441038 385.9361055 416.729599 418.9310511 413.7875265 386.2888152 394.1669048 432.8322967 375.9931682 399.9998512 413.2719235 423.0700561 367.9669665 408.2534356 431.8725344 366.4958316 409.0495544 399.8715226 426.9544874 419.7349075 404.5607414 442.3641019 414.9558504 383.6305676 373.2834293 412.1213589 398.712875 423.5265758 415.8730524 403.997334 415.2755873 428 .5263175 409.748226 396.7247551 384.0328254 384.0671155 401.5402641 393.3925606 403.2944215 383.8679116 425.754754 438.2595008 409.3914201 418.7586243 411.6275177 412.9786113 389.5892302 415.4267726 425.4491345 413.0830455 408.3807623 385.3339007 416.197 5322 411.5528986 423.6063271 414.2066563 405.5429261 401.0067046 446.3234474 420.1561271 399.5854887 395.5395788 420.0052344 421.7704634 408.1650139 428.1494059 405.496253 398.5186113 381.7506958 401.1117862 416.1212126 410.3594073 406.7848724 371.984802 8 387.041054 405.8308406 402.3978736 415.2345362 377.2917665 401.7183743 383.1737975 408.4162773 399.5723575 395.1300078 403.3967357 396.8205417 417.7131988 400.5441824 434.3583328 364.0336609 393.1082875 404.2690495 405.3924965 395.9768779 435.0534977 4 37.335865 406.4244162 434.6963849 391.0870382 403.3124321 400.7185394 381.7371053 401.4007956 422.8336306 400.3147156 426.268488 409.210319 369.4919343 427.6016425 413.4054174 409.2786266 392.7807038 374.8989012 420.6783545 389.0935795 402.3145667 394.06 98265 427.5230893 401.6727204 417.0654381 415.9452087 415.1717062 377.3536061 395.4001246 403.707817 398.4069769 441.6737597 425.8900109 416.3972629 405.743049 413.0323079 407.9546447 389.1338367 394.5117894 369.6259226 399.1312928 402.6564189 443.414540 1 435.9810985 425.4421265 412.777285 415.5265849 396.8906388 380.7597532 374.9556401 388.8319281 431.5130094 406.6906828 401.8218713 400.1138277 418.1794848 414.2526261 405.364661 394.2862803 379.7790446 391.8522121 397.880783 390.2131017 409.4503675 392 .9560096 411.847327 415.1316032 395.5954434 417.2776205 449.2515019 419.803548 408.4063568 391.3296675 423.8022828 400.2836537 389.7225452 396.7130569 402.0839293 417.2189596 391.0028105 436.4424202 412.2637805 382.2200889 398.2913958 400.1071923 435.125 1697 404.4246164 402.4126992 408.8395512 393.7427734 380.4291445 410.0095796 416.6997403 384.8369976 373.7452703 400.3140074 449.4045179 419.6170844 404.1419147 397.5504269 410.6594095 436.2905209 397.824706 405.7561351 391.5366241 385.6543942 428.241188 7 383.8522945 414.5032668 394.9296223 399.6118647 404.280154 405.2215144 413.7875265 422.2138575 399.7189673 405.8471231 402.0173552 413.3989345 406.8301675 399.9542999 431.3372836 389.1362636 417.9960144 404.5765004 426.3537674 375.78776 371.7789229 401 .3788003 401.7599699 406.0526902 396.3674436 426.8614704 419.1148378 402.8055657 432.349938 434.5247908 394.9701883 371.994067 387.8012774 400.6144598 422.5967132 414.680764 400.0946155 381.2520624 413.0660064 409.6869836 434.8823508 374.4517139 393.5257 644 395.3523321 411.3235682 416.5171925 398.0457635 406.2568725 415.6178797 419.7187999 416.0289617 411.6708602 406.7253781 379.913877 405.2933702 430.0322821 424.036467 408.8466037 398.0952657 405.4101294 394.6169416 403.3954552 416.2677593 395.9469036 392.0256324 437.286322 419.8599929 429.6755345 427.3322444 409.5417311 422.0220981 426.608301 437.5255717 414.4718957 393.3978144 392.4938826 393.0792198 391.5015059 393.0623247 409.090773 404.3951988 400.3694428 423.7146378 423.4459015 400.2821729 378.9 284703 385.2034228 436.6955825 403.2844373 407.1050726 418.6144307 412.2244844 473.721009 411.5229924 377.0739266 394.6545836 394.611766 401.7190574 397.8773812 431.3573076 419.5486837 417.2171679 403.8769394 405.5518798 401.3466785 409.1006728 402.198190 5 385.7901699 390.4377488 436.4353894 419.5176173 383.5535892 404.900989 422.7299572 409.2406572 407.8721117 408.7147298 404.7507109 372.5452151 392.7574825 435.6671069 394.9730295 413.8555991 419.3503439 405.8873859 420.0773113 408.1998933 401.7046624 4 07.7184653 409.2784582 363.7031251 410.6938718 412.4460607 399.8600173 410.1788107 417.3140571 420.1258425 443.4614022 397.7248818 393.960707 418.4017739 380.7176784 421.2605723 420.2182708 423.1345592 421.8077355 397.1614222 405.5660513 412.5410592 411. 0363941 407.1531189 389.7215012 384.7246057 390.6350068 420.5477653 432.3156483 393.1604379 415.6496104 380.7597532 422.6585848 428.1178955 414.2444106 416.9077159 376.9248412 408.8763486 408.0506742 411.2816779 420.6991773 404.3414632 422.5471568 414.00 76388 417.7686011 402.0848729 401.3797256 414.6426698 409.1523015 431.9500343 408.0917225 415.1645411 411.3840386 413.0072712 419.6095834 425.3881067 397.786038 394.2488443 381.6632862 414.5753289 413.5969812 403.0611592 423.459092 431.1335996 415.383259 3 385.6729774 420.9052987 400.1967481 385.366445 399.5764421 390.8101276 441.3723568 406.1106554 437.6456922 427.6101252 423.5777681 399.8923731 399.6398248 419.4820235 389.7748134 406.3551532 402.6653641 405.2296572 425.1657074 404.6083071 407.7266973 4 14.2725033 410.5060342 387.5109142 411.366674 386.5073029 399.0101172 433.1683447 412.1015849 425.5803669 400.2539021 394.4849438 411.820358 417.0574447 422.2226306 397.2316965 381.8558024 364.243125 442.5265325 374.2245057 402.0834889 406.7584449 417.83 70434 406.104732 407.0638873 401.9788812 386.4722268 396.9405581 358.9642842 433.9447986 407.5864792 409.5552068 426.8103382 407.3724386 404.2741001 404.0671031 441.0265291 404.0705481 384.3723704 389.798958 440.3037913 405.8625736 394.7694659 414.505157 6 416.2869013 414.7719723 437.0420144 439.3048672 421.5232122 391.6396811 406.3918751 401.7803993 382.9535558 409.5533043 413.327516 444.8209897 403.0726927 462.2320242 402.1907142 424.6913871 405.6930376 387.2435196 401.1120719 393.7465789 372.5588409 3 95.3707952 414.6590598 386.4480361 406.4885991 398.7725924 397.734037 412.1348436 391.5111463 431.3037888 436.3647359 400.4180439 380.5337138 421.056649 428.0818376 414.2125323 426.268488 386.463402 393.4207036 410.1451412 396.9550263 424.4568117 392.363 3848 401.3204235 422.7625826 409.2956978 437.0156123 416.913708 424.0180224 398.1150221 399.7790995 407.4186636 429.2379243 405.4370446 405.5149059 410.1988416 420.5530748 437.2246258 408.9852174 419.2486403 388.4040189 400.3456729 380.3722668 389.239971 427.9271338 387.969355 383.6266383 450.920932 399.0986177 429.0743871 396.5020204 377.2950552 390.0184819 427.004249 401.3066714 406.8414336 415.1890614 393.2330899 378.0452152 413.0333714 406.2399491 411.7591169 386.8415702 372.093812 398.6084582 408.1 830416 412.6207828 440.114449 419.949076 394.1856488 414.5952019 417.3140571 415.6248816 381.8627796 373.1490521 423.8579197 409.2218414 399.9845884 383.3081573 423.5622752 395.313565 411.8809126 408.3222274 398.1503575 378.6549747 395.137369 409.8569008 429.2456604 410.3355009 440.004265 429.6476322 405.8028603 430.3438048 410.7162146 428.3947939 396.5520776 383.6518469 428.376689 399.6290062 400.7040858 405.8822502 430.2522358 394.6204414 412.7736376 414.3582984 390.7680527 376.8184067 424.5417156 396 .5989429 378.0633319 387.5735 407.7895914 402.7032054 382.7978427 419.3585998 420.7462768 414.3340627 377.7700233 360.0880402 387.9547531 423.2538601 379.5679739 416.7047477 427.6355615 385.3720015 397.0784069 410.4831363 414.657452 357.8338455 379.84609 31 423.7520733 413.4478007 404.7606977 401.2676113 387.7187671 408.6127829 399.3182236 443.3618511 384.9301706 401.5531751 378.7947762 400.068233 416.3856676 409.2651149 408.6845018 434.330988 403.9705539 392.0153681 417.438208 418.5587036 407.6662577 39 8.1090873 414.1003617 421.507989 406.4549624 415.9450525 399.0328884 418.7359716 404.5234418 397.9298905 398.184659 376.9116514 366.5025295 390.594403 412.434096 427.9775593 432.9660521 421.3320242 411.0993593 396.1422367 399.9304372 403.5656971 374.8816 421 393.3222577 383.2456816 383.9084531 394.7738102 421.2220586 403.7180039 419.6608228 407.7096857 428.4818358 437.2168258 400.3366619 377.5556431 417.9803907 432.1494767 365.859708 418.9101877 439.4254358 397.4985695 394.8675674 398.9820595 399.8129369 380.5981945 388.9684509 403.2704429 391.5015059 435.4988835 408.6017421 407.2377171 425.6467788 414.6952937 403.3178628 409.0648321 365.6806785 379.0674955 389.221049 412.2071621 375.1341651 370.6059614 410.8424441 416.4807187 443.0222508 403.7957508 402 .3769787 393.9074855 370.7444398 399.764135 373.5569772 407.7521703 424.6303396 407.7185303 423.9540002 410.3671919 420.2312443 408.1423714 384.7742446 405.226535 417.8317149 432.0935409 419.683276 414.5475234 411.3456226 385.9113135 417.7284405 440.3941 173 401.5534008 369.8991624 388.5350751 388.1443915 420.2237596 379.3450177 414.1162648 440.2859795 441.2379056 405.3209021 429.9846328 429.8518099 399.6650944 384.2227708 453.6692627 444.5674423 395.0156223 421.1244087 398.0989772 419.0233853 406.830167 5 392.6010577 410.2080462 399.8210534 385.6714656 440.7460072 401.5260485 415.194568 442.9775811 415.4474341 440.0335434 414.3855279 414.0789309 410.1165531 386.6974174 376.223203 416.0841469 430.3410682 387.2595721 402.2343913 410.9619452 430.8039838 41 1.6928064 403.3218527 387.3942756 374.6461333 389.5151839 419.6400542 391.9446429 382.2250835 382.0261415 418.7338459 417.6641119 407.1558148 409.4179562 398.3738848 410.595464 415.844939 411.2102619 413.4000398 401.5910486 403.8848985 419.4706151 433.52 35102 400.7530988 406.4886211 432.3780302 409.2688563 367.872463 402.3805872 382.0916643 409.8353295 413.692722 374.7174914 436.9530889 413.9602789 412.7637599 382.2822674 372.879267 380.2490551 422.9416413 393.384735 407.2716968 402.7668094 390.2988037 407.3706481 400.5975712 416.8358057 413.7362003 376.1221001 383.9849961 422.2339019 399.1284827 409.5632861 418.7616954 409.1591682 396.4579895 417.2383919 398.9564559 384.9671998 398.0287046 393.9280117 421.3344678 422.5260913 413.0968829 393.5354358 39 2.1749345 432.2282076 406.9346592 425.6350854 409.7515707 400.6050414 393.3693993 419.4927921 414.7719723 422.6172979 397.6757358 425.7677017 409.9374767 434.1063704 418.1352493 388.1587265 377.7417018 375.6461427 446.1719732 406.6678112 420.454161 431.0 957639 428.1257413 432.0246118 412.3444799 427.8376254 400.2120592 420.3505625 389.8588758 398.3360276 410.0884702 390.055689 410.7118655 433.6832527 376.7087521 410.4014996 414.4532333 422.5928944 391.2767029 399.8126747 399.2952058 436.90485 382.925281 1 427.1033442 394.4732773 392.2240842 399.2103362 391.1388307 412.9163982 397.7729497 363.284638 444.2505618 410.5013424 405.5808506 424.0607992 394.8312759 426.7626166 414.7653458 399.9872572 431.5319312 413.941714 372.8750803 406.6685751 426.4771878 44 6.215959 385.6186494 423.4650746 417.904963 397.6008882 425.1895645 409.5394079 396.095808 387.9068286 403.2346606 398.0988654 397.4860626 401.2015269 403.2191553 417.5879744 404.6784658 405.2425003 396.2986732 376.7639474 377.4702942 407.5573524 424.220 7348 426.1915951 411.7854277 397.2773819 401.5961724 412.6916954 415.2346628 390.3120576 377.1571696 369.9773384 391.6405549 414.6409971 395.7832909 431.1403161 424.1825568 422.3789021 421.6138911 433.3778667 418.1825223 407.1049327 394.1551701 403.50521 65 416.2204142 389.9734591 390.8870776 415.6670684 420.7740498 428.1885532 393.2397651 400.0910973 390.5566575 387.4373021 410.9326725 409.7558773 407.1154732 409.978172 412.7808219 410.8761285 412.086335 412.7166103 408.9293702 13.05610419 13.29104992 1 6.95919211 17.35494473 16.06063472 14.70553323 16.00494422 17.01356558 13.53663867 14.29943412 14.08096111

PAGE 172

172 Exp. 55 Exp. 56 Exp. 57 Exp. 58 Exp. 59 Exp. 60 Exp. 61 Exp. 62 Exp. 63 Exp. 64 Exp. 65 408.5795827 396.0189722 386.8201446 407.1321098 396.6517 147 406.5046782 400.9991217 387.7128592 398.2407969 418.418985 401.774342 400.7890005 384.5698959 402.7025459 369.1814558 395.3398121 369.784063 393.4045746 381.557319 395.2261768 419.3488119 409.1791469 398.2903805 403.882765 399.5049967 372.606505 366. 2938181 381.2253681 403.165303 415.4144659 394.1499141 390.1843993 422.0790294 380.074732 385.4370801 383.785218 388.1316088 394.5986624 377.0213539 386.2488066 377.7647369 380.8836604 412.4561071 399.3860229 395.180306 403.9818114 395.2158453 390.443882 2 406.3646035 399.1932743 396.2322042 393.2621603 399.6811782 414.9584502 411.8043067 395.6495588 388.6607128 377.2396949 390.6712805 402.983231 382.0078252 404.1100102 405.0681474 409.8138741 410.1366885 405.3057802 386.6099654 386.5608751 387.3886895 3 92.2981086 393.365962 392.8450908 390.0460824 370.8699673 403.9941474 401.9471376 411.4173922 376.4861091 401.2044983 389.969246 379.8588717 375.4014549 391.7787013 393.7222501 396.2875905 400.6888841 397.3548759 426.4088332 397.2069866 372.5763624 388.6 459457 389.3504143 385.4304724 382.9719539 414.6130144 413.7569796 405.0522424 408.2236492 403.906383 389.6632516 406.0650181 387.5671635 393.2413128 414.5347567 385.9554082 408.8432433 383.5396889 395.7651048 395.0925922 439.7583115 376.6061264 402.6268 18 415.1734985 400.2345955 376.4667708 400.7707424 395.8900568 390.0781646 404.5252347 381.9798188 417.8489152 404.4435405 394.2489881 374.2071604 394.0483341 389.6258212 414.7864797 418.5350754 392.9893927 396.4095277 414.5831168 405.6013127 394.3631283 389.4606973 405.8945331 373.8602685 400.6529444 370.758614 383.4074241 382.5655985 384.037767 397.0063505 397.6274796 395.2815746 401.9232936 384.7065893 397.2744502 391.1528498 383.7281628 390.9055227 372.8238245 392.5164865 384.3574965 419.318367 368. 3554513 399.7567566 408.3025915 411.0263908 389.0872577 383.9690843 410.0032257 375.2548145 402.7618293 387.5077604 393.4905193 397.9214609 381.5330146 396.1763952 373.4622682 390.5732808 413.2533894 385.1928566 377.8636091 376.7329901 399.4205417 410.651 9611 393.3623527 399.8154863 375.2985367 393.1356227 374.9465509 393.4732776 403.5202851 401.2049898 396.6984066 403.3660877 407.7686379 402.3864428 406.3783744 387.6861336 393.0438331 367.0109622 404.4479737 397.6363506 368.0591525 413.340084 416.846689 417.2358774 378.0004814 391.1378504 401.4920926 392.1324163 372.9783072 405.0090171 389.7745143 393.0294167 378.9538884 395.7414822 411.7868425 392.8492121 386.893172 401.3729009 390.4473787 415.7719752 376.8706572 381.6569983 396.5843 399.8178189 416.4 612118 413.778006 388.7272649 379.7808319 369.5171888 408.0854542 401.5919792 404.8849123 398.9613502 404.480956 387.4757139 416.5969776 431.7919909 387.9238601 405.0795003 401.8501339 416.1416122 390.5465711 367.9491071 410.922523 390.919843 414.2780695 412.3562961 398.3747468 405.9707218 405.537669 376.5547617 434.3499322 412.0419343 420.1730805 386.7675212 421.2797282 401.0399077 396.1419276 404.6168736 396.5318907 383.2169288 381.4210991 358.0537579 409.0504409 388.4369689 384.6272705 374.9894619 39 6.0158985 446.1860963 409.8506672 389.1267608 395.8503581 403.9650964 388.6707804 421.2046221 405.922567 392.9913156 370.6768127 394.6739461 418.7405247 430.6645021 393.1576323 369.6383068 393.5274879 401.3553087 372.8860043 400.7568121 389.0995565 393.2 693023 393.9275633 423.7350969 404.3661685 387.9431484 401.7705166 389.9694064 410.3654707 422.9475856 377.5925917 402.6708378 376.056718 399.5223454 404.499261 427.4728266 400.5959894 425.3036095 412.322163 379.2703816 401.0231001 398.5294623 390.049161 5 375.0788783 398.3545443 391.7031529 413.7874797 383.1656784 407.9651311 390.570985 377.5356441 395.6071322 405.7576397 408.9807921 389.7456902 390.9422311 405.3110465 415.4367611 416.8596478 382.1444394 415.5438862 388.9409077 385.5410626 406.3380868 3 93.1510857 407.4644819 409.7280515 417.6604249 412.3792318 406.108278 398.1086778 388.1042958 376.4466091 407.8016046 389.281297 400.0525392 401.8975804 375.3036361 416.860997 425.4900488 421.2464963 386.2819274 402.9950358 386.9260286 413.2699412 367.85 03444 413.565841 385.048331 389.4336287 403.6614915 403.6132069 393.4584382 359.4892964 393.583864 406.8683782 389.5666871 380.8931465 376.674683 398.7390672 399.3194496 399.526704 406.053692 388.508666 382.6915495 393.4388703 395.8667285 385.680269 414. 7024458 393.7051662 389.3911753 390.3399135 395.7527143 426.4008387 397.7172484 412.0103477 386.8483643 456.740492 404.6191366 392.2727301 375.7500812 392.1848071 372.6138325 396.9333096 419.2527764 394.6569601 383.3082937 398.753064 381.3597762 379.6941 22 411.2789812 405.9213154 408.4020555 393.4562206 438.3122824 401.3994144 390.2755223 390.3498225 386.8887359 392.5169042 428.8989339 403.2166711 388.4996308 370.7087793 379.4503948 409.2192383 461.4420105 395.0741084 397.2222372 390.0244861 396.8654078 393.9796389 385.1392015 415.8502382 401.5552945 431.4074373 386.7767322 395.4099253 364.6635106 409.0301214 391.108757 349.8583765 391.9907583 395.0607364 416.4687943 375.7427462 380.6748623 398.3302663 400.7934617 378.6769832 418.2244114 421.4608934 39 5.2619951 386.4425182 366.1685877 391.6670057 403.1861878 392.8940491 390.8226328 416.4325265 427.8025275 400.9830741 375.6677449 377.2604215 387.1249557 407.0994517 394.9215735 418.309643 399.7967544 399.8996839 404.8299657 400.2679089 368.3587965 394.3 366169 396.2346246 393.1477457 405.9788611 407.4476518 405.1619599 390.2111278 367.1346868 410.1231927 380.4118845 375.0685523 368.6864577 382.3018168 399.400259 387.6073554 395.6515388 386.0721729 419.0701379 394.4895591 411.352827 398.089553 401.591442 9 402.5137952 408.8351349 378.8107316 389.1552729 401.7365557 385.6360614 401.611159 410.9406253 421.0523515 400.1259971 398.5206154 384.2572085 390.5285115 413.5771764 388.8491774 407.745504 382.2394851 359.2501471 389.0747254 411.9375324 405.1247544 37 7.9002163 380.9124177 369.7051429 381.6877564 369.2336082 378.575616 387.5469701 410.5583367 416.1904178 402.6403045 397.1266413 369.6894076 386.7625609 405.5694093 392.9208311 381.3737611 396.1122629 392.9381574 400.2968827 418.0388863 428.78661 395.862 8166 388.9321899 398.9936154 382.7977374 387.4284408 399.420079 411.0567986 402.6586296 377.3648183 413.4360545 427.7401189 392.6628903 390.4050147 368.2132144 388.2914468 396.8681782 369.4460857 382.392939 376.4602058 391.4400892 418.007565 395.0679053 397.2913466 368.255116 391.7850116 381.9052009 418.3151808 394.8971026 409.330452 393.2344445 406.7242909 415.7755201 401.6007295 384.5518168 355.4160665 398.7125698 426.8504675 383.268899 402.7583548 406.9257391 399.012923 409.5701076 423.1659252 421.429 8635 398.199783 396.3242273 417.5011037 395.8265344 386.6786392 398.1946024 411.204572 378.5065461 403.9387302 428.0453016 401.1126224 422.8047908 398.953994 400.7800535 407.9720507 406.1570136 387.702622 376.6527645 427.8626265 378.4114371 406.0877167 4 34.1383016 406.81813 397.6853739 376.2656391 411.5637715 387.1427974 403.475464 404.8078126 375.1478896 402.9032752 424.8435332 411.3171982 392.9706656 392.3406993 398.0472213 391.093402 377.8477817 394.1129686 377.0833129 405.5375396 385.736905 427.3228 421 403.2737634 391.1508779 398.3418977 399.1139448 388.2053531 401.8414861 417.2967097 421.0687812 399.0819889 391.6984395 407.3228066 418.0067059 386.1579509 412.3945035 394.7279077 383.7565955 377.7383939 380.7953436 405.3201888 386.7899577 386.062331 5 420.0703699 415.7384931 390.8414011 395.4554499 399.1093866 394.6328927 385.2776934 408.0302067 372.9721177 370.0822273 413.0249348 411.4791428 413.9006306 398.3418977 396.3070976 386.4345991 376.8184214 386.4035749 383.1234693 386.1723823 402.6567762 408.3243405 395.2488119 421.3434609 406.370703 409.6621074 388.5166426 374.85463 384.4140558 366.1545582 396.5580236 390.4074509 383.7177261 400.5552886 409.9256721 427.9737593 388.2402856 417.6381612 412.5213122 413.0735108 377.5297543 383.3958022 396.1 361271 378.2304841 406.4745158 410.8718811 436.8762997 422.1646998 391.9714622 387.3068178 404.6226621 397.9142162 364.1169142 399.9305103 368.9887543 409.7934807 427.036863 408.3794989 406.8673257 389.5502602 413.5504615 407.4010163 398.9304424 366.3103 126 383.6006111 386.5575232 435.4084791 413.0346572 378.5383267 388.7895436 374.1215233 366.329747 424.9252412 389.9025426 407.9673359 390.9127622 421.9454595 412.8172916 402.3046935 375.9280574 404.8116717 420.0669972 416.4319239 384.2586555 369.4705309 409.6286524 422.578644 400.4857666 421.8658304 384.1875381 387.122559 374.3660622 404.3171361 400.5960936 379.3780632 400.2751494 398.3951446 392.5518533 379.694122 423.5401955 411.5877055 402.1516832 417.9321529 396.2726765 392.1387285 419.6407647 375. 9086983 384.6845667 362.3388434 368.18179 414.5541928 419.024671 413.1638563 386.3453409 394.8474364 398.0712773 393.292991 417.1320234 378.0986561 392.2846767 392.1088749 407.8457306 417.5673236 394.7150136 407.6698728 379.2427166 385.6656048 389.523828 6 386.2843607 401.0179398 383.279549 380.0063447 397.4446068 410.2250891 418.3179073 394.9890916 407.126727 401.9187765 390.9942227 388.8634105 387.1997066 401.4425557 389.6789185 385.9916377 388.1834133 385.5030995 409.1373058 400.5177844 394.9173797 39 2.6993646 381.3847911 400.2122591 399.3194496 403.7509636 410.8203085 413.5154358 391.5997653 387.4438762 404.798581 384.9696373 400.4814993 386.4799538 405.6965879 390.2088329 390.5882497 434.0423728 405.3335112 402.5082903 393.9954374 375.4824252 403.2 708977 392.0362895 394.6378285 386.4079569 384.56326 386.6210903 413.9436386 403.1852057 390.2111278 410.2575604 388.5282461 422.8626418 387.9942781 400.3307458 362.3470594 389.4919584 373.9656165 414.0427959 410.0203321 401.2944918 406.8128258 397.27978 87 384.3099286 385.4266941 403.5944009 410.1605643 370.7024732 402.1281772 426.2611472 407.0135236 383.838445 381.5471038 389.5335832 392.6549107 403.9408752 373.679032 377.843396 390.7045064 383.5139666 425.0345279 409.0584595 398.1861603 416.0879126 38 9.2103942 409.2766476 406.6870701 375.6641341 389.8414001 404.18933 409.5136907 404.6674596 427.863927 402.1858708 372.9959025 369.5211859 399.2947059 367.0285874 432.2199185 395.5838582 391.7830578 421.0738795 424.4546045 393.9275674 376.5102221 394.090 6613 403.7475356 397.2012004 371.8378715 372.4854296 376.9481772 377.3523281 404.5733263 387.7362586 392.3567848 402.830888 384.3691554 410.8329217 385.3086929 415.4476137 377.838979 394.7948102 386.7116193 405.7486353 410.132236 415.4448205 388.5958831 409.7189451 412.9188581 385.0813887 396.6516409 422.8319465 402.0015508 412.7204968 387.5108246 416.7012249 425.6175204 389.9262507 401.9725337 383.6176515 376.8473672 400.8658634 377.3456765 400.6327402 379.8178588 390.4006716 418.1613616 417.7259844 40 2.5425321 402.4825999 404.0369402 403.6113485 384.6081912 400.1486927 374.8253845 376.5186116 413.1332667 454.095364 407.9743246 399.8102307 387.3455946 392.3313189 354.3616531 379.0321626 377.878101 411.3711197 389.5913305 412.3530963 383.1289834 425.677 6456 379.4380204 418.9487303 387.7636576 386.4934409 391.5725634 378.4226724 391.6614956 408.9288561 373.9233147 409.9675839 412.0011799 383.3838042 385.0583252 378.7116953 391.1235078 408.5548334 406.7667255 390.9599864 401.0519007 421.8836954 429.17912 93 407.1682208 402.7273144 367.8214744 382.8112249 393.7894651 383.8312851 404.0869447 394.1193576 388.3691751 404.5900656 416.9044452 421.2952969 403.5588959 397.3240593 393.2654472 359.2448637 382.3819728 384.2132331 391.7204005 398.1086565 404.4654614 407.9496701 395.933676 370.3353703 396.7136252 377.0432811 401.5105208 378.2119655 406.3099851 409.5600429 398.7276944 384.5603323 414.2685574 451.1615715 389.5508557 374.9369316 391.7545035 402.7591104 383.5922321 392.9439475 399.4812856 386.2940586 37 4.8919189 411.5170274 406.5969467 411.1370874 376.5181119 392.4725452 388.9632384 375.1741176 393.7177198 394.2145523 403.0073733 376.6870504 401.5505116 418.0602356 404.8502123 390.9932455 400.2050181 374.382527 405.0571167 388.7434369 414.5541661 398.2 837365 391.2597968 409.216425 386.5405917 391.4704467 399.4901784 412.8789005 410.2449563 380.8217854 391.6468333 412.7818405 387.9814781 381.8623229 425.1510402 387.5579662 376.2806364 411.3269715 391.1895471 403.7006202 389.9036695 383.326094 407.23747 27 426.9688812 405.3525941 417.1586524 427.4589534 418.1231001 357.6583552 420.9640678 401.1423463 405.8200241 402.9690107 391.7530696 385.5410626 407.3208497 424.6930314 401.3826807 382.8365463 398.7153233 400.3307458 374.9134301 391.875272 395.0344937 386.6274224 387.7238528 378.3585748 446.8106409 384.8958865 371.1846473 389.1390802 363.1386363 401.6637204 407.6241013 385.9670552 398.2145469 379.0941186 434.3909631 400.6596068 435.434345 377.5265605 411.1280146 382.7795127 395.8406884 392.9929593 408 .4060043 413.5075976 385.6656048 401.2786172 405.1002426 408.1199403 402.9236448 388.8647013 390.7629732 393.8216788 397.9518761 374.4768232 403.5198746 372.0042434 384.9240801 393.356468 385.8529067 402.6190784 398.6738307 389.3809944 420.770895 391.636 9267 384.8676506 367.4492963 398.0179704 392.967204 404.5905491 417.6475874 395.1211923 393.8206668 393.0190127 392.9692877 393.785185 391.9389493 395.6486452 391.4634864 395.0932401 409.7868071 411.8232173 13.2259277 14.39609006 12.65105702 16.46138353 13.79914047 14.30194621 13.06992889 13.55536182 14.10570875 14.81101967 13.47050832

PAGE 173

173 Exp. 66 Exp. 67 Exp. 68 Exp. 69 Exp. 70 Exp. 71 Exp. 72 Exp. 73 Exp. 74 Exp. 75 Exp. 76 422.0250813 440.7144304 400.366626 414.4989623 406.2923242 430.1558698 407.4858 637 425.87782 388.9978096 450.3529568 439.3707782 432.8847014 406.3048781 403.8134892 401.5444032 416.0253033 417.5896615 417.9302615 430.1624643 443.7288258 429.7904748 406.397483 432.3312312 409.489274 402.6640142 404.395902 416.5117659 401.4613674 412 .2309119 439.9801095 417.1395554 421.3441596 423.7323824 407.7030954 411.5021839 389.822174 431.3736363 416.9403128 393.8208545 407.5803395 470.6125143 445.7154687 432.9438904 435.2888093 409.1643822 411.62293 407.6842558 404.8880564 406.2353411 399.5990 223 414.0532589 454.5803728 450.307928 469.1309501 427.9734335 413.0067065 413.6913743 391.1537585 405.7367041 396.1071868 415.3150929 393.8586349 438.8898212 429.5157065 404.4373243 432.403245 433.4392511 417.1020713 413.1004497 416.1250183 413.1268289 416.0850817 403.9383957 449.6786464 465.4047947 447.5151639 470.0192231 418.5950802 418.319222 380.1740078 413.5281491 415.8076907 384.0318083 409.3081824 436.3369054 461.8055293 426.2157095 417.0027629 410.3702032 396.9535221 396.4383639 404.0228235 431 .7432596 439.7034362 412.4671401 453.5895682 451.3409203 402.3751934 423.9397487 395.8397167 411.1046771 408.521196 435.8534819 430.0143281 407.4882055 413.6223599 400.8972186 445.114208 439.9912175 415.1233263 403.8965957 417.5494941 418.8768313 418.394 5098 417.9052061 403.7911748 406.6979886 432.0019538 414.1229081 454.35417 433.5992861 432.0592993 425.5349983 425.8786773 405.011465 380.7864271 436.4601828 420.1737421 406.3291544 444.5250773 441.5822017 451.6167704 420.6278449 404.7293451 412.4610067 421.3386585 412.4763128 407.6429287 417.1467559 452.5491258 445.4181904 419.6966723 406.5049508 402.6697462 416.873996 421.9874812 393.3787593 416.4009309 395.9039419 395.2064799 410.6745837 431.973941 462.2238161 421.5240144 421.5075549 407.9054981 390. 9222083 465.1581741 412.8995058 411.6057734 400.0816994 418.8242835 445.1003692 441.8705745 453.7799296 411.9714376 404.7763073 419.9256901 415.6975945 414.4697577 428.2526587 417.3079209 430.9790414 457.3989537 433.309839 425.9486347 416.368942 412.3691 192 419.238845 421.051996 417.8953854 404.2341081 412.5635031 441.7931554 411.4373407 432.7596355 444.6796632 396.4362543 393.9517907 422.0202535 407.9285535 416.9634442 400.2905523 401.9333065 435.8538739 411.0808017 454.6726493 443.2732643 399.6926567 415.3328393 402.8340006 420.0332173 403.1535519 420.4183372 420.0106044 431.6872154 419.2155874 457.7463957 420.9434666 387.731721 399.8319107 407.2083299 410.7808585 409.9796884 424.7504363 461.6805905 433.8461293 399.5989804 435.6614211 428.8119909 423 .5981791 398.5335846 420.1152568 428.91318 407.5455187 411.2328932 416.7889779 427.5555079 459.7602274 438.3662351 421.2291187 390.3073167 406.2353411 399.7502696 402.0622924 433.2651706 411.6384397 411.4717117 441.5677177 444.2714855 430.4818585 423.5136 374 443.6775401 428.8837358 402.2791725 438.2593635 444.1443813 394.0343232 424.0467502 453.2780035 425.8179503 399.725701 429.7419222 407.2679297 391.54098 432.6798854 407.997908 412.3522728 415.7395128 412.348291 427.0319318 398.8094993 454.0531175 449 .7077061 410.3730433 443.7318085 424.3796769 409.1840943 394.7947752 410.6803897 403.8625368 449.7261247 409.6872924 461.7785602 461.4031199 404.6264639 412.3722175 429.0860896 409.0097591 412.3371744 389.6366792 404.7280304 434.0252423 418.0457554 456.3 310811 469.3873354 389.189072 396.4809762 396.5228793 418.8084597 418.1343059 411.5228712 401.7494217 436.5281353 434.476743 420.1043729 423.98687 407.448104 403.025086 421.6939827 429.6494895 403.6614915 404.0284537 408.7454277 396.5326201 416.047211 44 3.3097097 388.4833325 389.8982957 429.9430847 411.3012396 398.4714463 409.3351563 420.252011 412.9655746 434.4281079 434.3816981 415.7228703 442.6547116 437.7037978 424.5748553 418.5109855 371.1889577 415.1377085 418.099633 427.1946695 416.9540249 420.40 05784 440.5838835 431.2154828 398.0486588 403.1669179 415.1997325 416.3295363 418.6219031 423.233347 401.9658967 426.1709967 469.2997084 438.2656071 441.8527541 430.7252926 414.2779955 438.6414027 442.8766415 397.9521226 397.9687429 416.0932397 437.57825 89 436.6653363 444.6935154 437.2389199 443.4494361 411.162567 439.5839326 437.7942505 419.9532836 397.4516041 422.1414476 426.8532264 423.7127911 418.6732161 437.7658769 426.8880019 421.6644473 405.2744705 390.813734 419.7575566 415.3824389 436.817791 42 3.8613502 423.3948745 445.7657083 432.3801299 403.8275757 428.3562875 415.828 405.0339908 422.9055635 449.2055902 400.3554114 456.2441268 434.0352989 422.1591305 433.2403899 409.9233011 393.2855643 395.1829934 406.3121554 382.2781747 385.0932157 401.8339 017 422.8106963 444.4638237 407.9333338 396.3952331 427.8820898 394.9047096 398.7230609 437.9647831 400.7930327 378.542629 395.2679869 443.5455696 447.2328729 420.5138438 427.4630637 425.9707377 422.5579887 441.3999698 443.7776656 409.2840856 408.7068454 401.0296743 426.1670553 419.0758678 399.1767024 424.1163285 408.1812681 395.5783016 418.6425757 437.7682531 417.0538395 406.0048899 422.4671507 449.8033194 406.4219022 422.5637782 446.9179557 414.4019578 399.4373306 434.5669085 411.0347453 402.3426529 4 23.755559 392.7842676 422.7277531 418.7739755 418.6879112 433.1705419 397.5037387 411.0234183 422.8079904 417.9105543 439.2236069 422.7393447 411.6866814 429.5230348 426.5022647 425.8171025 441.7410057 397.1900389 419.2161061 401.0435617 445.8591228 404. 1698969 401.0448288 376.688046 425.2087936 455.9033359 439.0441044 433.7529063 412.2173397 426.8799919 405.7952707 438.1904528 456.5746104 405.5395722 432.9998986 432.6636782 460.0674199 439.2693525 427.5826822 413.5104022 402.7183561 412.4652542 399.339 5747 420.9919994 439.6711324 417.7026556 425.6947303 444.0293592 443.1104113 414.7449529 418.0627783 409.2462494 422.38516 419.8798521 428.3953903 428.2086765 411.7971865 464.5903917 439.0476937 427.8705137 426.5841133 401.1210121 394.551982 399.8659767 402.9685208 404.3351415 433.9189571 424.8604575 437.7845961 417.3725704 442.1353083 440.1140795 396.478654 392.4831288 400.4509515 395.238261 418.6092984 396.0768719 423.5772102 439.8531436 429.0048945 436.4515155 429.4650871 416.8507196 421.7706094 407. 8633554 394.8538458 409.4232822 420.0551277 410.3950925 431.9573047 431.8831695 419.9383026 434.8778192 388.1746447 380.2025818 402.1730129 429.3395816 438.6358364 414.3328648 408.3479575 433.2917572 427.6440063 446.908522 440.5603015 415.9151168 412.361 3696 398.3388301 387.8083433 411.8906289 413.8294623 400.2297728 429.1718319 415.528592 441.1284607 449.8033194 427.3548623 403.2513124 426.4962017 423.8702341 414.2280161 423.9155734 416.4589529 423.1055127 413.6088219 423.3114663 412.8490675 422.677155 4 406.7814709 407.5192254 437.2040474 415.1540191 407.6797701 426.3095204 440.1874327 427.7440941 433.3866668 448.7082404 406.8411903 400.6076016 422.4490275 388.9491031 417.5415032 415.2387222 390.5449375 434.161366 410.9828609 410.128806 462.2063337 40 6.9270146 445.0071932 430.5489617 404.280122 410.2128304 414.8462526 411.7593993 433.3710248 418.3136003 461.6380928 420.400557 402.918991 397.4167978 445.314692 414.9048844 420.1309593 429.7701732 388.8402203 423.4161275 430.7416237 448.306739 414.303741 9 389.1344979 389.8926588 423.9068802 410.8958819 411.770367 432.1049853 418.6204314 440.252216 427.6905497 436.5484428 471.6811204 405.0015417 425.7495279 401.3303324 404.4113306 463.6153194 402.817074 407.2733859 417.8153286 419.6144906 434.4205296 430 .7862524 415.8102941 418.6755822 404.8892404 456.1015466 399.3020566 414.2176903 394.7589779 427.1721509 426.1234504 428.6072476 421.178958 426.028919 408.2243024 412.604296 413.6819883 384.7809524 424.3588603 395.4900026 465.9235816 424.5816965 426.4109 715 433.8137126 428.5831028 404.5428006 422.6866906 437.310871 377.4644757 434.0545251 423.5582316 459.7882728 419.5615899 440.3709836 393.044512 417.6783794 403.6863487 407.0800282 425.696139 397.1450273 405.070756 400.027852 424.5985713 419.6481654 456 .5861075 426.7801814 413.0694321 405.7127171 423.8663198 424.1937548 401.2002531 425.4460375 413.7583761 433.8297565 446.7204678 419.0024642 433.6120032 400.0232704 432.2803851 402.7617409 423.4811989 424.8035787 396.3316953 396.9473116 420.596624 442.77 44918 435.4019298 433.9987405 429.9359466 430.4820444 408.6301089 398.9067276 431.0875571 420.0796166 402.8172173 458.5503768 449.9949565 397.1524936 415.9175649 426.1372345 389.9823575 414.8046009 391.3841346 434.7024254 387.3215038 400.3053412 442.2469 002 446.327286 451.6361145 439.6439274 423.9325126 414.1835687 408.0351449 397.3506851 407.4458709 423.1425234 403.9015888 437.1974087 438.5525142 433.3363931 423.232854 390.2188435 422.0462328 408.8503509 430.6458085 422.1317385 408.4847134 412.5702777 415.1585914 446.5909346 460.0019182 416.4481458 432.957523 389.822174 409.7239728 430.1907772 408.0488059 404.4361709 438.6868272 446.8024111 417.3680496 459.3838935 435.3197213 420.868674 408.904115 398.9535662 432.8992367 451.5683355 409.9256721 388.70 98498 415.2937255 436.8973477 446.8621626 414.2138433 421.0542252 418.4329715 423.4039155 422.342834 429.5478691 391.800122 413.8081516 417.6314897 434.8364688 426.2438602 428.455114 407.7325497 416.4983339 406.7234044 423.050764 417.1158382 407.3340457 420.4003092 446.4560504 419.1430426 408.9763837 429.1442044 425.8225022 430.651555 371.3350157 436.1038755 408.0823419 437.2897114 398.6786849 443.0708052 432.6737841 425.2433708 456.6016577 404.2722718 426.0142866 404.8137405 408.3580918 413.9918042 406 .0473091 383.789011 436.4594178 427.2008454 423.5418785 423.1968973 417.1117524 430.3104438 426.0861239 445.9325906 412.2005579 392.2876146 425.8594618 405.9493919 430.9606464 409.3642511 451.4325815 407.3609575 398.9620716 404.8044916 439.3818655 407.43 00479 401.4229123 418.6200333 444.5408811 394.4406403 428.5414564 465.5258413 439.4653971 420.8048707 387.1942071 423.7248181 399.7606657 405.8712673 405.8774095 416.0333508 418.1538122 427.320578 430.2824462 392.1364227 420.7942553 416.6864163 422.03435 76 431.1470892 420.7806761 426.5621874 429.8224845 440.8769648 428.8472706 433.1681943 399.2576007 443.0045726 414.6433897 432.3307666 403.5504726 430.5130359 409.3591382 470.4787213 406.8845278 462.5609301 414.6587774 407.918286 423.3994283 393.3638702 421.8410749 405.7805984 421.6590867 434.0412812 437.7432985 427.3614522 413.5541205 393.0346098 404.5810552 402.2371515 430.0019471 417.3109956 424.3738409 399.2988295 413.1155287 411.2285895 431.4561778 470.8136701 420.7477569 434.0476038 401.4990744 41 3.7264523 411.615731 401.4729469 420.9025619 413.7321207 436.1816958 447.0693546 407.7965608 419.2814318 405.3666201 409.6924649 417.0137939 429.4074736 418.8589851 430.5003786 390.1829727 429.2783192 408.3219714 433.7897435 429.7783747 416.5526071 435.6 659703 408.7553873 412.2579325 427.3719155 419.8378178 397.8434715 445.2308695 422.2200668 434.7150388 424.723962 416.839921 395.0829217 422.4589141 411.4816979 433.3922474 429.6172401 377.7164088 440.744213 403.1170582 421.8294348 432.5220872 432.929534 4 413.5627694 384.9136548 416.6077475 408.8868101 407.7718878 394.6236971 424.7779862 427.6867426 410.6586943 415.8290355 431.1262003 405.0231199 413.0609595 405.9178201 428.6531 413.405141 406.752618 440.0204443 438.3508604 428.8996838 434.9987196 409.2 209766 412.8783723 425.9243547 415.1170912 431.4647419 399.2672306 445.3327611 464.3229256 433.26404 430.7062865 422.3867222 407.806469 409.6197405 400.6507306 430.1535139 437.1885668 423.1444004 422.4734909 431.1535483 439.0420207 438.3071934 439.4883247 393.2407171 403.1064025 402.4123755 419.8715822 429.9466787 439.8886518 416.7047715 426.8062037 422.5273961 416.5041005 438.8311694 398.8940082 430.7874544 425.8517431 419.3636676 397.7497135 386.2916221 413.5170863 413.2762013 440.2116905 449.4513662 4 20.0591684 405.993179 408.6295062 419.7343342 396.5388421 414.2048499 427.6431666 414.1739262 423.9811501 446.7729855 443.5528907 442.1679705 423.663841 404.8504663 364.7883076 403.3364149 400.6981134 411.1770393 409.0397048 442.9665374 410.0055448 471.3 585861 438.8193552 399.8353753 393.1075375 401.2029496 451.2618781 415.9496763 385.3711064 411.4916601 439.0172221 445.4111445 457.9440521 437.4918656 415.4564323 392.4623444 391.3998996 405.7891249 416.9392755 394.4917859 387.27746 455.0930512 434.54195 56 425.4289523 428.0380086 405.8030925 410.6953347 418.5229014 435.3873411 416.8864731 406.5596948 421.756289 397.7574084 438.4479721 413.3857347 435.2725613 412.2451474 400.4337832 429.6874227 408.6906531 407.2489637 408.1179616 403.7292566 439.6766424 435.1084559 447.6137778 420.8924953 420.7365104 392.1417129 410.3730433 424.4716089 423.9621221 440.671654 389.2254779 447.0882047 429.1719149 447.3021256 406.1563529 413.4114607 417.8548082 413.8232617 415.4896077 400.4001388 402.4364088 413.1514517 458 .240894 423.9557086 409.1120587 430.4115493 412.8274669 416.5052521 397.3781715 394.6651243 405.3504555 412.8747412 407.2052551 445.6401624 444.2485758 432.8898861 431.5707311 432.4811374 382.9549578 393.3929777 401.9415094 421.7553543 415.2555756 411.59 90286 428.0479351 456.7755407 433.0464792 403.7347352 413.2002471 410.9074056 410.8222305 417.3351661 415.0933076 412.5500039 410.0719986 434.4645646 430.8477745 434.0033198 430.5986604 13.62668867 13.78501506 14.48324765 16.57267061 14.65385182 14.66915 871 13.77181204 15.23967031 16.23712967 17.14029818 15.95362766

PAGE 174

174 Exp. 77 Exp. 78 Exp. 79 Exp. 80 Exp. 81 431.7234856 446.8735338 436.8393836 436.4350795 455.6572797 436.2679667 419.515844 434.3253035 411.992532 432.1876125 417.0207659 425.3176892 425 .1207495 426.0247902 397.3235155 420.7921239 407.8864062 423.42381 431.5730877 455.7239242 422.5637782 456.5127312 417.3725704 395.3998442 462.112996 425.7074573 432.0263245 441.0452696 415.7270058 428.9561678 414.9991545 441.570141 415.3180381 421.522 1874 426.80046 446.4077021 409.090211 416.6597991 429.1076185 455.0758598 445.1238926 443.1068587 421.1794785 440.6226189 435.5206026 425.9988587 447.0650706 447.1817525 457.1630371 444.2275099 446.3705287 379.2103973 444.5623871 441.4718175 435.420298 8 483.7125069 430.6885117 453.7607204 427.2955876 455.9500718 430.699042 417.7656622 430.2919038 433.5723424 439.5988378 439.2209159 434.8757346 433.2743224 418.4626668 439.5925229 430.234966 460.643099 417.6944424 448.9665705 437.5425223 413.7819322 419.2325799 427.1702695 423.9276444 429.0188763 431.018219 409.8469182 419.9724753 421.2148804 411.0906099 411.1545953 430.9763177 445.5395589 440.204643 410.1132247 421.0047549 396.2438229 421.9668159 455.4226739 447.1190698 408.747979 423.9757249 418 .2410895 428.3422066 421.3350938 432.1191606 437.2231999 418.3109628 431.4624272 429.1277297 421.6010169 430.3680045 421.178958 444.9620712 442.8475466 435.1483514 453.8497195 433.1619396 433.5324223 421.8134314 458.7487051 464.527396 437.8349435 447.9 6894 446.6101149 419.3187484 446.4397638 406.5035725 407.2315279 451.6361145 404.7577112 430.5304248 423.1535951 430.5978171 442.5886545 412.8436519 427.3574183 459.8985838 412.7482654 456.0795901 453.3271627 449.1346099 416.8472152 451.5219404 443.545 1281 433.5586829 407.0040367 444.4796019 412.7928247 469.3873354 440.4271381 446.2881336 430.6455678 442.9742661 420.5326707 430.6575913 435.4681717 430.1734222 440.0962195 468.2923697 443.5682529 433.3003316 449.0612943 419.122243 450.9683082 436.399 0206 444.4740607 400.8159631 440.2054626 443.7744224 442.2992202 411.4370295 431.5313152 422.7487261 432.5095795 415.7987138 417.0538151 427.8386402 441.4515206 455.5056398 434.0506065 419.0029357 435.1755386 441.3637757 443.5523229 447.7814941 469.944 4724 452.3270596 429.1628877 411.5644273 439.4860021 444.8136039 439.2319732 448.4576587 441.5531573 451.1644917 460.643099 409.8923744 421.5584792 406.7653635 462.8612856 440.3486209 415.5769544 404.5779931 436.4558633 428.1838006 439.4297175 445.3294 237 422.0677326 459.9551081 432.2172306 452.2421564 444.9962354 443.0657778 445.6209169 408.072737 410.8505116 417.0563027 449.9472135 445.6644702 450.152592 453.1866606 429.7425255 443.7288258 420.3395399 443.0522076 435.858306 426.6125731 434.9261732 420.5537694 421.4483557 420.7116446 421.7773543 411.0773684 418.5845302 394.5928542 454.5065005 430.7068439 415.916106 421.7787571 428.8635421 484.1752941 454.4446705 422.0231832 430.4818368 446.5402863 459.1629922 416.2337038 410.5499579 436.1002999 436.4185654 425.9523439 426.7944777 420.1520497 432.8876599 445.5010382 424.3872029 413.2531429 430.2058418 426.6231169 440.8878663 423.0626286 438.7889923 435.1865993 427.1712333 417.4994647 421.9101787 470.9314651 428.4119704 433.235238 439.7367161 431.2814427 418.1148676 428.7747588 401.8788244 434.7830705 446.8425445 435.141058 427.9985657 455.4888241 431.8029255 444.4521814 431.8684721 452.1545225 425.3699515 443.0725086 425.5437059 404.0387215 427.3921795 452.8457904 425.3336786 415.9675045 3 93.8472375 431.7837128 433.167221 438.8754109 447.9439327 434.3450091 411.2060805 424.729631 422.1461686 421.8489468 431.3219002 447.0995816 479.9116867 434.1382237 441.4789046 444.0169569 433.6899852 447.4788482 425.1008569 438.8875989 431.8992196 441 .7718413 418.145987 450.9766359 429.1409177 451.7499546 427.2135526 420.621618 428.8320825 432.4862905 460.6355076 435.5431771 440.6391542 439.9056165 419.7464395 447.415972 447.5271693 439.5266832 429.0610088 391.8148618 428.195609 432.7977877 425.678 4619 424.1221713 417.4699714 410.3521144 441.5677177 443.0610724 441.6697151 412.3709874 424.1445636 433.8272316 406.2229703 409.356679 429.7800526 449.073521 432.0469987 504.091118 420.9220248 412.7668183 470.2404868 431.5849113 435.3051775 459.75307 55 432.3168921 423.9097821 452.4119272 441.2272807 397.2255941 456.330428 450.4490013 438.7323028 455.5159347 422.6510709 447.5150853 396.1882694 438.9496322 447.6009886 401.9669012 418.4872562 430.4072926 427.4005625 431.6406756 408.6300879 444.346236 3 504.091118 438.2221453 432.440943 423.5341145 446.455941 441.6009335 437.5178752 433.3444536 442.1220053 430.120852 404.1944406 446.4222608 448.9589843 422.4141618 436.5853737 456.4574682 445.6686956 445.900565 414.6154953 429.5170268 413.988336 406. 1174461 421.6474069 422.9282483 452.5797547 433.7034406 412.3784483 451.0319517 421.549313 418.0457554 433.240898 430.6403839 443.7287957 428.0358423 445.4635656 441.0844166 445.5886448 439.7324096 430.3687171 431.9676688 452.88172 446.3758961 449.7506 975 414.9179585 430.0311724 423.1977243 458.1099321 428.6981232 415.5163881 427.7277214 417.812495 439.6460803 418.4351081 457.5622999 413.9067366 421.9210305 421.6878599 433.7749494 477.0238897 451.1234666 454.1443626 414.8487306 445.3713052 435.6607 837 436.6730412 395.1340015 422.6143029 471.5171602 435.672706 424.0066442 432.446177 453.2632904 432.2967939 465.6802005 443.2992413 426.8172534 424.9595207 447.8059947 428.7402626 438.574834 422.7759419 426.8293488 446.2869497 452.8127882 431.1985188 441.4298027 433.7257467 405.3018215 420.8196485 428.3386768 410.1689405 417.9424284 423.9326991 411.7661878 429.2809769 427.1563827 455.4170769 413.4382227 424.9635368 462.3038286 429.2931879 434.8007646 433.6129976 417.1113981 420.9677758 417.8200725 437.2389199 421.5506258 431.8862685 414.155714 434.2259343 430.9869729 437.1300035 433.1644467 417.3845123 441.3129553 437.5322053 432.0780875 453.0149524 421.4005825 412.7989254 427.0487692 427.6980654 412.3988315 440.7478223 450.5879577 452.3991826 402.4462614 431.3624084 432.8774477 431.1888876 432.3570223 436.7253258 16.20960097 17.21268132 17.5115134 13.26000975 17.48405427

PAGE 175

175 APPENDIX I SIMULATION RUNS FOR CASE STUDY #2 (COST) Run Exp. 1 Exp. 2 Exp. 3 Exp. 4 Exp. 5 Exp. 6 Exp. 7 Exp. 8 Exp. 9 E xp. 10 1 $7,009,034.27 $7,096,548.29 $7,040,761.30 $6,952,594.06 $7,099,272.02 $7,224,145.50 $6,726,475.66 $7,046,816.47 $7,052,495.46 $7,083,160.03 2 $6,817,011.60 $7,091,369.79 $6,993,104.47 $6,745,701.26 $6,960,899.04 $6,944,189.26 $7, 108,890.57 $6,743,777.78 $6,745,806.70 $6,932,036.50 3 $6,935,462.37 $7,165,584.92 $7,026,616.36 $6,891,589.05 $7,135,676.26 $7,181,374.68 $7,093,584.69 $7,200,205.44 $6,848,334.76 $6,946,340.90 4 $6,925,790.43 $7,023,714.74 $7,029,549.41 $6,671,367.82 $6,966,112.52 $6,887,349.81 $6,946,995.11 $7,054,243.94 $7,168,377.82 $6,749,700.87 5 $6,948,412.05 $7,311,863.82 $6,594,040.54 $6,790,060.87 $6,998,327.71 $6,786,217.11 $6,842,603.02 $6,917,087.75 $6,807,882.74 $7,072,577. 90 6 $7,025,864.57 $6,883,437.64 $6,946,628.43 $7,058,936.35 $7,044,226.41 $6,951,925.06 $7,013,755.05 $6,970,287.48 $6,849,373.41 $7,010,062.18 7 $6,685,789.54 $7,165,153.18 $6,757,543.54 $6,639,452.56 $7,036,507.38 $6,963,246.06 $6,708 ,213.89 $6,935,091.02 $6,683,020.21 $6,710,606.55 8 $7,065,007.51 $6,984,299.47 $6,772,340.57 $6,889,379.80 $6,860,146.93 $6,862,559.47 $6,878,655.70 $6,957,778.62 $6,947,093.14 $6,787,002.83 9 $6,677,483.79 $6,792,977.08 $7,019,820.84 $ 7,081,704.84 $7,004,980.17 $6,893,731.15 $7,125,320.15 $7,124,147.30 $7,172,878.01 $6,782,315.59 10 $6,760,378.26 $7,244,786.33 $6,917,762.06 $7,234,674.98 $6,903,979.71 $6,832,664.55 $7,077,486.91 $7,135,216.85 $6,604,152.47 $7,243,735.31 11 $7,201,071.02 $6,839,050.60 $6,854,819.04 $6,977,633.96 $6,946,461.89 $7,171,562.06 $7,019,857.57 $6,858,875.96 $7,252,500.01 $7,206,055.42 12 $7,051,569.81 $7,098,025.37 $7,163,696.93 $7,012,763.55 $7,063,605.86 $6,536,830.44 $7,060 ,634.67 $6,961,567.72 $6,914,558.87 $6,864,601.68 13 $6,619,420.70 $7,015,798.05 $6,849,060.04 $6,841,591.26 $6,814,362.71 $6,639,703.54 $7,060,547.89 $6,941,077.49 $6,811,350.67 $6,998,680.99 14 $7,127,505.97 $6,946,326.11 $6,939,306.16 $7,075,457.40 $6,758,478.07 $7,051,046.67 $6,681,789.67 $6,974,214.84 $7,192,431.34 $7,190,148.26 15 $6,799,042.84 $7,227,314.99 $6,957,836.56 $6,883,993.18 $7,009,333.95 $6,883,574.39 $7,044,055.12 $6,905,470.66 $6,670,639.99 $6,768,993. 81 16 $6,780,791.13 $7,018,564.14 $6,858,010.36 $6,704,344.54 $6,818,485.55 $7,080,814.03 $6,788,227.56 $6,945,403.86 $6,751,134.21 $6,799,561.94 17 $6,850,565.35 $6,708,206.39 $6,929,306.02 $6,768,399.08 $6,831,448.87 $6,740,103.54 $6,8 51,193.28 $7,163,422.53 $7,063,793.49 $6,930,435.54 18 $6,907,060.87 $7,157,924.74 $7,168,264.20 $7,002,462.10 $7,033,825.86 $7,196,532.74 $6,816,820.14 $7,253,365.54 $7,058,538.94 $6,785,573.63 19 $7,015,514.06 $6,883,946.14 $6,931,712.6 2 $7,118,737.35 $6,980,338.29 $7,160,342.20 $7,161,772.38 $6,935,884.67 $6,995,216.27 $7,168,336.47 20 $6,971,873.61 $6,978,349.95 $7,115,497.77 $7,109,387.17 $6,865,889.51 $6,623,489.47 $7,209,566.62 $7,072,083.28 $7,051,486.45 $7,045,77 5.61 21 $6,975,263.22 $7,172,817.65 $6,713,919.52 $6,894,655.75 $6,905,208.42 $6,876,699.44 $7,177,230.42 $6,790,524.41 $7,188,697.07 $7,162,761.77 22 $6,870,247.39 $6,693,750.76 $7,091,259.46 $6,926,904.75 $6,970,893.26 $6,979,734.15 $7 ,130,816.76 $6,851,521.41 $7,027,322.24 $6,820,623.74 23 $6,898,464.22 $6,987,770.35 $6,889,030.34 $7,032,582.27 $7,077,861.14 $6,940,572.14 $7,354,633.00 $7,073,090.82 $6,490,316.82 $6,834,901.86 24 $7,178,696.42 $6,830,844.70 $6,752,080 .41 $6,630,320.04 $6,948,936.27 $6,950,507.79 $6,982,482.80 $6,988,469.17 $6,755,804.84 $6,693,265.61 25 $7,074,537.04 $6,513,992.52 $6,990,204.92 $7,001,030.61 $6,737,106.12 $6,934,902.31 $7,027,831.52 $6,841,168.71 $6,770,693.28 $6,878, 805.96 26 $7,097,603.53 $6,830,980.17 $7,063,789.23 $6,722,065.35 $6,970,616.06 $7,099,399.04 $7,196,266.39 $6,609,064.82 $6,947,950.60 $6,908,733.26 27 $7,102,389.97 $6,936,686.28 $6,991,655.24 $7,066,335.16 $6,985,062.06 $6,635,795.72 $6,873,946.14 $7,133,724.22 $7,043,949.44 $7,095,972.81 28 $6,967,838.32 $7,257,767.58 $6,732,875.82 $6,873,814.88 $6,892,737.30 $6,832,875.85 $7,030,954.38 $6,951,780.05 $6,920,338.64 $6,780,623.13 29 $7,262,850.11 $7,128,060.76 $6,843,7 60.28 $6,971,733.10 $6,712,323.93 $6,981,432.98 $6,979,025.86 $6,854,437.65 $6,944,467.20 $6,638,443.16 30 $6,938,425.14 $6,942,776.70 $6,963,688.02 $6,829,322.52 $6,861,906.87 $6,628,550.88 $6,790,071.92 $6,925,542.98 $7,028,551.60 $6,75 7,768.82 31 $6,918,675.60 $6,555,160.22 $6,873,609.90 $6,845,978.75 $7,059,262.57 $7,101,509.28 $6,812,474.00 $7,152,297.17 $6,949,329.91 $6,943,814.41 32 $6,943,024.14 $6,822,694.33 $7,224,203.13 $6,976,996.20 $6,857,802.38 $7,173,885.49 $7,240,757.83 $6,968,666.60 $6,890,588.32 $7,006,561.29 33 $6,944,852.86 $7,007,851.08 $6,753,477.70 $7,073,281.64 $6,922,788.35 $7,006,264.62 $7,058,557.01 $7,027,325.30 $6,870,863.13 $6,817,181.21 34 $7,045,365.98 $6,896,988.96 $7,258 ,939.26 $7,082,040.97 $6,934,600.23 $7,099,873.91 $6,990,864.71 $7,013,910.56 $6,923,527.17 $6,953,254.75 35 $6,896,726.23 $6,987,382.89 $6,823,556.78 $6,579,313.67 $6,860,829.67 $6,836,053.35 $7,038,013.78 $6,776,566.97 $6,962,137.48 $7, 045,319.20 36 $6,906,035.25 $6,950,798.23 $6,966,113.48 $7,160,411.22 $6,840,059.39 $7,072,504.38 $7,005,296.17 $6,895,450.62 $6,800,245.55 $6,803,311.27 37 $7,017,076.84 $7,111,768.84 $6,984,990.43 $7,015,075.76 $7,016,601.06 $6,858,184. 76 $6,769,245.16 $7,049,216.65 $7,099,846.47 $6,776,362.02 38 $7,033,706.98 $6,690,949.72 $6,789,741.98 $7,035,724.60 $6,731,683.79 $6,989,156.89 $6,973,875.54 $7,031,368.30 $6,714,123.45 $7,152,726.26 39 $6,819,270.46 $6,823,881.26 $6,7 61,951.98 $7,140,220.60 $6,881,286.09 $6,892,747.23 $6,782,098.63 $7,241,844.67 $7,198,569.70 $6,891,020.43 40 $6,765,397.40 $6,851,878.94 $6,700,015.94 $7,048,754.56 $6,729,100.70 $6,893,049.22 $6,997,727.19 $6,898,340.60 $6,885,242.03 $ 7,312,920.47 41 $6,778,512.38 $6,931,094.89 $7,100,116.62 $7,015,573.10 $7,353,320.97 $6,673,472.95 $6,815,297.75 $6,991,090.73 $6,855,620.35 $6,877,446.87 42 $7,172,516.39 $6,966,891.34 $7,058,669.95 $6,964,909.52 $6,741,777.62 $6,934,13 2.44 $6,788,703.32 $6,898,649.35 $7,163,377.46 $7,088,562.79 43 $6,929,675.54 $6,934,431.09 $6,972,790.58 $7,388,392.08 $6,404,393.55 $6,712,019.73 $6,724,295.53 $7,051,054.75 $7,311,863.82 $6,928,174.61 44 $6,835,951.99 $6,569,324.90 $6 ,750,605.68 $6,882,062.60 $6,941,087.27 $6,866,713.30 $6,689,697.72 $6,804,595.22 $6,728,442.10 $6,898,413.89 45 $7,165,684.92 $6,919,699.25 $7,184,981.24 $6,927,620.98 $6,965,383.76 $6,711,473.93 $6,946,350.33 $6,651,219.03 $7,068,936.31 $6,891,632.22 46 $6,794,038.54 $6,721,537.94 $6,995,215.89 $7,246,916.10 $7,048,335.14 $7,234,768.86 $7,008,770.94 $7,111,704.12 $7,038,255.43 $7,232,640.68 47 $6,744,146.75 $6,959,203.10 $6,934,095.77 $6,830,346.24 $6,875,789.98 $6,845, 752.25 $7,185,021.98 $6,906,943.33 $6,922,925.87 $6,978,129.13 48 $6,948,576.28 $6,815,063.11 $6,940,380.58 $6,812,213.00 $6,991,906.27 $6,773,309.99 $7,187,938.10 $6,822,574.19 $7,076,885.84 $6,901,544.43 49 $6,972,276.06 $7,106,361.52 $6,922,320.21 $7,013,528.53 $6,740,608.03 $7,090,889.57 $6,809,618.60 $7,001,646.04 $6,981,969.63 $7,121,876.56 50 $6,645,063.69 $6,854,641.25 $7,110,599.21 $6,961,529.90 $6,820,223.23 $7,218,731.05 $6,885,641.57 $6,824,525.91 $6,706,953.3 8 $6,733,450.54 51 $6,758,996.01 $6,849,354.81 $6,962,299.81 $6,776,360.56 $7,117,631.97 $6,775,105.08 $6,893,319.14 $6,621,919.39 $7,051,716.31 $6,794,511.82 52 $6,766,166.60 $6,810,889.66 $7,488,719.56 $6,998,523.84 $7,086,496.04 $7,07 2,103.43 $6,845,555.40 $6,920,974.64 $7,042,296.11 $7,299,130.95 53 $6,888,760.07 $6,807,519.25 $6,799,814.02 $6,922,749.60 $7,022,965.03 $6,907,690.69 $6,989,199.92 $7,000,664.47 $6,926,658.79 $7,066,107.49 54 $7,079,493.63 $6,881,321.15 $7,041,676.74 $7,108,599.55 $6,666,154.01 $6,914,357.99 $6,678,803.25 $6,826,840.37 $7,005,833.76 $7,029,149.50 55 $6,954,374.67 $6,810,212.02 $6,809,885.91 $6,814,374.57 $6,948,598.60 $6,700,563.46 $6,759,044.27 $6,932,661.40 $6,884,753 .23 $6,889,192.93 56 $6,762,716.21 $6,954,059.02 $6,806,653.79 $6,510,451.08 $6,692,304.37 $6,824,616.28 $6,899,717.46 $7,120,413.90 $7,113,204.43 $6,914,106.75 57 $7,249,347.62 $6,778,882.13 $6,901,451.16 $7,055,853.44 $6,611,179.69 $7, 075,489.54 $6,972,853.42 $6,944,208.89 $6,921,445.65 $6,960,086.25 58 $6,733,667.08 $7,088,226.29 $7,232,546.47 $7,049,577.16 $6,946,425.29 $6,800,362.86 $6,778,721.13 $6,969,326.57 $7,225,613.85 $6,636,965.69 59 $6,914,106.75 $6,754,011. 33 $6,829,348.29 $6,918,238.64 $6,874,745.90 $7,094,864.43 $6,866,692.08 $7,029,873.02 $6,674,470.06 $7,092,158.66 60 $6,976,078.61 $7,058,232.63 $6,950,875.38 $6,901,290.63 $6,846,288.65 $6,704,289.82 $6,860,831.28 $7,282,548.04 $6,951,4 78.13 $7,001,872.98 61 $6,735,241.44 $7,518,930.91 $6,917,283.45 $7,032,166.81 $7,082,921.86 $6,912,491.58 $7,119,678.87 $6,982,878.94 $6,917,419.21 $7,070,415.78 62 $6,850,267.67 $6,814,460.81 $6,763,289.23 $6,946,002.49 $6,954,898.73 $ 6,698,464.38 $6,944,573.27 $7,000,552.44 $7,184,045.71 $7,096,241.01 63 $6,837,490.49 $7,464,428.14 $6,776,469.28 $6,819,025.40 $7,147,212.83 $6,956,439.31 $7,189,037.79 $7,024,517.25 $7,160,393.97 $7,174,069.78 64 $6,681,875.31 $7,041,10 4.75 $6,834,120.89 $6,951,847.01 $7,022,567.79 $7,144,485.94 $6,960,939.14 $6,788,296.39 $7,021,536.18 $6,999,400.31 65 $6,681,789.67 $6,813,528.24 $6,427,604.99 $6,741,298.60 $6,969,602.09 $6,825,846.24 $7,023,772.06 $6,623,690.62 $7,171 ,373.56 $6,847,296.88 66 $7,060,675.55 $6,973,899.80 $6,637,795.21 $6,751,889.72 $6,670,872.93 $7,089,847.51 $6,787,987.81 $6,819,227.30 $6,729,597.94 $7,333,027.99 67 $7,166,302.98 $7,426,810.53 $6,992,834.27 $6,654,577.02 $7,047,076.66 $7,133,118.79 $6,881,171.94 $7,178,965.26 $6,810,917.36 $6,880,110.18 68 $7,241,774.37 $7,129,882.07 $7,058,737.62 $7,232,037.77 $6,700,049.27 $6,748,623.29 $6,809,258.11 $6,981,434.58 $7,055,499.68 $7,106,717.81 69 $6,708,738.26 $6,716, 328.95 $7,173,340.40 $7,403,515.19 $7,065,199.23 $6,700,325.80 $7,028,795.17 $6,987,224.25 $6,740,036.95 $6,901,810.29 70 $6,943,519.24 $6,958,774.93 $6,969,866.42 $6,661,135.88 $6,946,206.78 $6,844,819.29 $6,830,250.11 $7,210,714.44 $6,8 86,416.51 $7,085,465.13 71 $7,071,361.82 $6,978,586.40 $6,833,052.89 $6,875,209.54 $6,989,535.48 $7,036,062.21 $6,952,212.77 $7,011,631.59 $7,094,046.92 $6,623,581.32 72 $6,316,732.77 $6,956,251.36 $6,813,484.44 $7,166,467.64 $6,937,482.4 7 $7,055,391.08 $6,971,646.95 $7,033,624.84 $6,931,217.21 $7,042,296.49 73 $6,917,516.93 $6,770,637.71 $6,878,485.36 $7,044,856.38 $6,895,058.78 $7,115,930.03 $6,895,287.21 $6,988,196.55 $7,048,449.53 $7,058,750.78 74 $6,996,871.86 $6,87 3,250.60 $6,620,010.26 $6,862,936.73 $6,967,346.30 $7,007,233.09 $6,932,100.66 $6,736,021.62 $7,127,866.53 $7,016,017.69 75 $6,954,801.37 $6,829,133.57 $6,738,117.60 $6,841,479.14 $6,707,762.74 $6,690,588.78 $6,990,173.78 $6,983,944.99 $6 ,858,777.79 $6,920,698.11 76 $7,196,899.39 $6,907,695.52 $6,936,659.17 $6,989,219.18 $7,176,982.98 $6,833,055.97 $7,009,004.58 $7,234,232.70 $6,919,120.70 $7,114,639.63 77 $6,982,340.36 $7,006,158.54 $6,824,824.28 $6,959,620.82 $6,996,022 .42 $7,102,821.56 $6,863,751.61 $6,928,820.93 $6,929,878.18 $7,002,286.52 78 $7,339,971.42 $6,840,691.02 $7,017,078.94 $6,966,857.20 $7,021,536.18 $6,683,321.56 $7,132,384.94 $6,861,472.69 $6,923,152.32 $6,835,736.64 79 $6,849,748.90 $6, 989,633.86 $7,071,678.86 $6,847,682.59 $7,018,959.19 $6,919,062.36 $6,548,005.00 $7,173,079.37 $6,743,839.13 $6,797,141.88 80 $7,013,918.18 $6,883,925.81 $7,100,399.27 $7,007,279.50 $6,838,984.66 $6,840,994.37 $6,856,543.76 $7,152,297.17 $6,974,130.84 $6,927,021.64 81 $6,957,233.32 $6,972,757.55 $7,337,471.29 $6,836,600.85 $7,075,965.43 $6,991,769.09 $7,308,935.47 $6,950,164.65 $6,790,885.06 $6,811,700.50 82 $6,881,326.04 $6,956,731.62 $6,862,309.57 $6,956,127.21 $6,842,2 94.68 $7,030,546.55 $6,872,265.24 $7,083,726.67 $6,776,475.21 $6,907,298.02 83 $6,998,850.17 $6,837,532.57 $7,061,205.88 $7,211,758.47 $6,829,771.54 $6,858,508.57 $7,118,234.57 $7,302,510.68 $6,944,732.04 $6,680,729.95 84 $7,032,347.65 $ 6,998,413.54 $6,967,093.81 $7,108,905.31 $7,066,322.70 $7,126,003.05 $6,877,654.53 $7,054,589.12 $7,076,829.08 $6,900,859.43 85 $6,982,786.88 $6,907,796.52 $6,986,203.74 $7,012,490.36 $6,497,319.43 $6,738,518.06 $6,905,246.24 $7,004,137.28 $6,898,028.17 $6,900,343.83 86 $6,858,900.40 $6,982,260.70 $6,814,841.87 $7,000,293.71 $7,119,372.33 $6,982,482.80 $6,875,189.22 $6,976,801.50 $6,727,332.58 $7,001,958.93 87 $6,939,939.18 $6,440,784.75 $6,878,736.31 $6,871,969.37 $6,935 ,331.40 $7,279,717.36 $6,895,605.31 $7,033,408.21 $6,756,140.67 $6,647,932.80 88 $7,060,361.66 $6,708,006.06 $6,831,773.57 $6,720,979.29 $6,897,102.94 $7,149,979.20 $6,788,937.72 $6,969,623.52 $6,812,203.36 $6,763,410.32 89 $7,024,627.09 $7,005,648.60 $7,082,762.52 $6,711,831.94 $6,839,112.24 $7,063,026.60 $7,076,596.22 $7,211,036.12 $7,100,031.91 $6,755,169.35 90 $7,034,929.26 $6,724,329.04 $6,827,882.44 $6,980,409.40 $6,859,092.39 $7,022,409.23 $7,027,717.69 $6,829,659. 83 $7,162,132.71 $6,742,403.77 91 $6,806,232.67 $6,981,655.93 $6,874,578.12 $6,838,163.10 $6,668,920.73 $7,109,171.44 $6,925,108.20 $6,679,314.79 $6,902,210.95 $7,171,706.67 92 $7,044,327.99 $7,181,645.61 $6,803,528.05 $6,796,606.47 $6,7 38,047.27 $6,777,180.62 $7,250,493.23 $7,340,163.27 $6,553,670.68 $6,903,262.89 93 $6,888,346.58 $6,785,590.81 $6,934,345.32 $7,048,908.70 $6,872,782.50 $6,968,319.41 $7,279,674.42 $6,771,125.26 $7,279,204.66 $7,260,475.85 94 $7,018,795.7 8 $6,860,861.80 $6,902,015.42 $6,886,356.73 $6,940,672.86 $6,855,141.91 $7,117,056.42 $7,032,743.94 $6,840,015.76 $7,285,841.05 95 $6,853,839.91 $7,252,146.40 $6,740,644.98 $7,007,713.53 $6,878,868.61 $7,058,552.79 $7,034,309.45 $7,119,16 0.59 $6,919,336.78 $6,800,103.94 96 $6,833,433.38 $6,966,113.48 $7,039,354.80 $7,120,065.04 $6,887,578.58 $7,334,725.54 $6,925,007.38 $6,989,753.31 $7,031,009.20 $6,948,344.95 97 $6,828,585.75 $6,869,470.11 $6,767,276.22 $6,910,287.43 $7 ,004,295.97 $6,919,342.51 $7,262,290.44 $7,124,413.30 $6,932,467.12 $6,852,341.53 98 $6,999,959.47 $6,824,725.54 $7,082,489.79 $6,876,424.49 $6,900,516.26 $7,063,507.83 $6,867,209.64 $7,067,812.00 $6,846,825.01 $6,755,859.50 99 $7,161,407 .18 $6,682,887.27 $6,686,284.18 $7,242,028.51 $6,694,071.39 $7,441,211.06 $6,936,264.01 $6,953,321.58 $6,801,659.72 $6,948,973.23 100 $7,047,113.82 $7,163,618.67 $6,847,980.08 $7,146,147.14 $7,108,273.69 $6,708,179.43 $6,893,057.80 $6,932 ,294.13 $6,837,992.18 $6,765,399.64 Mean $6,937,024.29 $6,941,960.90 $6,925,414.99 $6,944,950.76 $6,915,366.32 $6,941,430.25 $6,959,781.17 $6,980,103.48 $6,939,232.29 $6,943,220.70 Std. Dev. 161,770.96 188,763.29 165,018.57 166,693.22 148,788.79 178,327.48 157,704.87 150,554.80 166,655. 73 167,647.58

PAGE 176

176 Exp. 11 Exp. 12 Exp. 13 Exp. 14 Exp. 15 Exp. 16 Exp. 17 Exp. 18 Exp. 19 Exp. 20 Exp. 21 $7,090,484.62 $6,842,018.13 $7,081,602.34 $7,191,306.66 $6,812,938.18 $7,047,710.69 $7,124,481.00 $6,973,696.48 $6,913 ,527.15 $6,557,598.75 $6,830,360.87 $6,841,752.95 $7,040,019.08 $6,892,945.61 $6,984,299.47 $6,873,592.24 $7,062,071.30 $7,282,104.23 $6,713,434.26 $6,872,717.38 $6,649,437.32 $6,892,020.43 $6,702,215.26 $7,078,454.86 $6,924,983.47 $6,68 6,757.77 $7,066,008.01 $7,078,578.61 $6,827,743.41 $6,830,160.37 $7,030,621.53 $7,025,838.62 $7,203,402.39 $6,989,322.17 $7,224,861.22 $6,606,437.51 $6,865,967.19 $7,140,576.92 $7,176,011.60 $6,743,314.93 $6,898,491.09 $6,906,911.16 $6,98 7,219.72 $6,946,941.38 $6,904,757.71 $6,863,531.16 $7,010,500.73 $7,096,598.75 $6,791,269.73 $6,987,426.69 $6,787,082.78 $6,835,143.38 $6,791,269.73 $6,900,472.62 $6,925,860.87 $6,948,755.63 $6,847,095.72 $6,758,083.75 $7,140,934.42 $7,0 03,643.36 $7,075,129.33 $6,685,421.64 $6,728,146.43 $6,795,706.09 $6,947,324.24 $6,813,574.66 $7,001,534.41 $7,064,181.39 $6,935,200.24 $6,976,595.74 $7,054,740.64 $6,628,743.73 $6,802,604.56 $6,688,814.43 $6,711,301.95 $6,876,170.99 $7,2 11,434.30 $6,670,487.87 $6,775,349.25 $6,853,352.45 $6,724,969.41 $7,225,464.24 $6,748,491.12 $7,085,889.15 $6,824,594.60 $7,124,659.00 $6,956,279.91 $7,168,712.29 $6,832,298.91 $6,903,459.52 $7,009,437.83 $7,205,040.61 $6,718,748.60 $6, 778,055.81 $7,092,723.11 $6,841,165.34 $6,917,216.35 $6,785,753.18 $6,862,601.25 $7,016,899.06 $7,183,407.90 $7,276,949.81 $7,053,796.42 $6,915,433.34 $6,848,071.83 $7,077,277.83 $6,953,882.45 $6,811,630.91 $7,072,121.53 $6,941,442.18 $7 ,056,658.08 $6,943,625.70 $7,140,449.18 $6,938,862.07 $6,912,502.60 $6,723,647.98 $6,587,508.53 $7,009,575.87 $7,069,512.90 $6,958,444.20 $7,035,615.33 $6,893,155.98 $7,015,751.05 $6,952,229.85 $6,879,523.77 $7,141,239.51 $6,872,047.12 $7 ,041,187.57 $6,989,620.35 $7,281,073.55 $7,073,831.98 $7,098,698.11 $6,876,222.12 $6,961,892.91 $6,932,451.63 $7,066,726.19 $7,347,076.13 $7,144,385.01 $6,602,600.97 $7,120,283.21 $6,605,005.23 $7,127,386.33 $7,108,609.91 $6,881,980.79 $ 6,839,761.37 $6,944,597.55 $7,069,886.64 $7,003,987.54 $6,932,964.25 $7,101,853.44 $7,397,359.64 $7,041,282.92 $7,351,231.47 $6,965,991.36 $6,686,757.77 $6,956,130.52 $7,271,037.15 $7,172,943.51 $7,186,473.01 $7,126,934.56 $6,817,020.82 $ 7,236,233.98 $7,108,703.08 $6,856,080.90 $6,742,169.81 $6,855,117.12 $6,914,225.86 $6,680,155.89 $7,037,309.46 $7,155,247.91 $7,067,496.93 $7,119,899.70 $7,129,190.01 $6,875,210.98 $7,034,527.26 $6,790,911.79 $6,998,694.29 $6,969,080.79 $7,023,988.01 $7,193,362.17 $6,708,614.34 $7,115,638.10 $6,953,798.56 $6,899,679.59 $6,946,138.49 $6,863,084.21 $6,776,438.20 $6,936,259.97 $7,056,896.79 $6,857,318.00 $7,320,792.11 $6,907,066.24 $7,134,194.46 $7,113,170.54 $6,655,281.11 $6,825,680.18 $6,866,807.14 $6,897,771.05 $7,135,739.71 $7,096,461.92 $7,159,064.14 $7,133,698.58 $6,790,158.69 $7,120,032.28 $6,837,783.69 $7,009,372.19 $6,415,533.94 $6,978,351.37 $6,833,617.29 $7,022,903.14 $6,878,234.53 $7,262,285.18 $6,870,195.40 $7,109,181.99 $6,950,516.59 $6,688,759.64 $6,881,462.28 $6,755,674.75 $7,028,344.15 $6,799,975.12 $6,799,455.67 $7,012,974.87 $7,163,627.63 $6,891,357.22 $6,854,217.25 $6,888,717.62 $6,961,117.23 $6,814,000.89 $7,026,109.85 $7,152,388.36 $6,954,141.88 $7,216,506.39 $6,598,602.97 $6,869,326.90 $6,949,431.49 $7,099,379.25 $7,064,734.75 $7,144,499.37 $6,864,999.90 $7,044,879.19 $6,813,911.74 $6,598,906.85 $6,862,802.81 $6,793,985.78 $6,927,115.24 $6,918,055.01 $6,915,340.14 $7,152,121.29 $6,925,152.38 $6,725,075.98 $6,906,215.86 $7,200,964.41 $6,867,344.62 $6,845,083.21 $6,826,517.68 $7,121,858.15 $7,029,049.59 $6,922,191.48 $6,773,831.05 $7,030,230.65 $7,058,481.31 $7,063,642.47 $6,904,970.20 $6,771,076.12 $6,764,750.38 $6,798,478.62 $6,965,143.34 $6,920,089.53 $6,936,579.06 $6,820,827.97 $7,257,505.40 $6,818,153.14 $6,953,017.67 $6,726,143.10 $6,851,415.07 $7,119,979.38 $7,065,547.59 $6,868,088.25 $6,932,357.13 $6,949,787.5 0 $6,977,538.12 $6,916,670.96 $6,934,431.09 $7,165,672.76 $6,900,978.77 $7,031,309.41 $6,813,389.69 $6,728,942.71 $7,169,003.51 $6,927,520.59 $6,905,242.60 $6,797,496.58 $6,909,560.71 $6,859,528.64 $7,169,480.17 $6,892,483.40 $7,308,935.4 7 $7,141,331.01 $7,233,531.49 $6,784,335.24 $6,930,440.28 $6,799,635.31 $7,078,903.21 $7,026,433.46 $7,164,743.13 $7,022,030.17 $6,901,037.42 $6,617,953.57 $7,102,846.49 $6,919,300.39 $7,162,506.62 $6,877,050.77 $7,298,935.63 $6,670,056. 78 $6,899,187.05 $7,201,534.51 $7,121,347.54 $7,128,748.52 $7,001,106.59 $6,979,482.52 $7,091,395.39 $6,771,374.59 $6,951,569.26 $7,052,636.24 $6,894,400.51 $6,891,406.67 $7,182,543.25 $7,023,195.45 $7,080,285.09 $6,895,722.81 $7,089,151 .73 $6,902,619.06 $6,913,319.92 $7,109,579.97 $6,741,813.30 $6,910,914.55 $6,956,783.29 $6,613,838.81 $6,409,052.91 $6,924,113.16 $7,017,194.46 $7,055,633.11 $6,934,603.88 $7,125,012.40 $6,849,099.69 $7,007,698.29 $7,003,326.21 $6,956,898 .10 $6,910,444.20 $7,280,820.04 $7,188,642.12 $7,134,807.65 $6,687,754.56 $6,723,596.82 $7,050,292.28 $6,811,126.35 $6,830,561.98 $7,030,764.43 $6,915,012.10 $6,891,465.55 $6,805,701.99 $6,959,923.72 $7,110,249.07 $6,749,951.15 $7,145,78 5.13 $6,969,633.62 $6,870,413.63 $6,669,423.50 $6,935,200.07 $6,865,341.50 $6,875,189.22 $6,578,382.07 $6,894,400.51 $6,999,084.50 $6,913,790.20 $6,844,776.66 $6,889,832.33 $6,785,342.92 $6,724,902.00 $7,082,680.95 $6,723,751.72 $7,072,23 5.07 $6,752,217.79 $6,897,220.45 $6,847,201.91 $6,688,874.20 $6,316,732.77 $6,981,755.85 $6,787,284.29 $7,075,965.43 $6,836,910.14 $6,721,802.42 $6,878,224.91 $6,797,891.46 $6,706,600.87 $6,866,633.41 $6,864,916.54 $6,826,454.04 $6,632,1 01.18 $6,908,352.32 $6,943,860.30 $7,019,172.54 $7,008,583.79 $6,899,745.22 $7,018,188.88 $6,951,693.68 $6,621,684.69 $6,914,672.28 $7,254,915.06 $6,851,282.72 $7,142,687.63 $7,049,426.36 $6,551,712.69 $7,213,858.52 $6,802,173.54 $6,933,6 96.60 $6,950,063.48 $7,051,193.79 $6,784,930.62 $6,782,884.47 $6,826,743.14 $6,783,887.39 $6,879,900.38 $7,073,007.06 $6,842,565.77 $6,763,377.01 $6,885,341.82 $7,078,930.32 $6,994,754.49 $6,670,173.03 $7,193,384.01 $7,091,110.78 $7,013, 979.31 $7,003,900.37 $7,112,678.64 $7,068,959.34 $6,915,012.10 $6,768,986.19 $6,746,703.46 $7,133,955.67 $7,118,850.00 $6,926,600.89 $7,114,352.37 $6,748,050.66 $6,904,012.39 $7,202,590.25 $6,874,889.10 $7,224,386.95 $7,055,561.17 $6,682, 414.80 $7,012,255.35 $7,036,403.18 $6,907,281.97 $6,890,588.32 $6,620,711.87 $6,815,222.07 $6,853,543.93 $6,755,454.83 $6,850,726.71 $7,225,869.47 $6,870,247.39 $6,692,466.73 $7,184,340.80 $7,061,070.83 $6,604,550.88 $7,203,801.45 $7,155 ,763.12 $6,827,288.73 $7,014,277.84 $6,987,904.17 $6,779,255.19 $7,040,060.22 $6,884,613.84 $6,757,033.79 $7,393,921.72 $7,058,014.87 $7,117,238.79 $6,944,962.80 $7,030,063.45 $6,803,075.75 $6,884,706.91 $7,449,040.26 $6,712,088.82 $7,304 ,921.92 $7,028,555.23 $6,800,990.08 $6,888,466.77 $7,111,014.44 $6,695,694.39 $6,921,430.43 $7,073,791.12 $6,921,844.31 $6,772,421.51 $7,124,589.96 $6,989,305.93 $7,035,150.06 $7,026,414.86 $7,015,357.29 $7,089,198.65 $7,017,223.63 $6,87 5,215.32 $6,740,503.64 $6,925,959.03 $6,755,497.79 $6,780,063.24 $7,000,535.41 $6,998,328.31 $6,954,318.34 $7,145,232.33 $7,026,840.61 $6,775,518.85 $7,089,066.05 $7,119,079.33 $6,730,721.33 $7,000,885.07 $6,954,232.42 $6,773,843.14 $7,1 83,990.58 $6,957,703.38 $7,035,633.46 $7,109,404.49 $6,901,540.00 $6,842,203.11 $6,770,375.46 $6,920,105.02 $6,831,285.63 $7,012,917.49 $6,896,554.98 $7,258,696.93 $6,880,082.93 $6,887,132.39 $6,859,932.05 $6,731,475.70 $7,193,347.62 $6,8 82,417.58 $6,796,356.17 $7,039,360.58 $6,837,957.07 $6,845,730.64 $6,952,116.70 $6,950,797.96 $6,736,317.35 $6,726,181.63 $6,845,317.70 $6,992,842.06 $6,754,526.59 $7,043,794.53 $6,940,501.42 $6,920,409.94 $7,277,181.16 $7,033,937.78 $6, 618,314.50 $6,781,353.37 $6,960,739.51 $6,745,187.77 $7,068,175.17 $7,235,650.39 $6,926,208.17 $6,999,224.40 $6,831,331.10 $7,263,663.03 $6,851,317.59 $6,888,993.94 $7,248,785.38 $7,245,502.17 $6,717,705.51 $6,925,876.72 $6,692,303.13 $6, 940,255.95 $6,874,908.61 $7,135,681.60 $6,812,941.54 $6,896,080.24 $7,002,333.26 $6,749,694.47 $6,740,071.82 $6,850,658.94 $7,047,411.14 $6,594,173.16 $6,678,780.97 $6,972,284.62 $6,726,558.26 $6,790,898.21 $6,693,265.61 $6,979,335.87 $6 ,818,420.65 $7,075,698.78 $7,040,213.15 $6,993,166.11 $7,314,598.51 $6,779,327.06 $6,902,494.08 $6,943,457.91 $7,000,893.21 $6,891,504.02 $6,910,046.39 $6,877,204.61 $6,534,140.29 $6,696,257.06 $6,751,647.52 $6,778,653.42 $6,958,978.63 $6 ,780,411.17 $6,954,327.18 $7,081,019.37 $7,189,492.21 $6,961,479.40 $7,269,261.25 $6,993,782.86 $6,886,478.71 $6,940,381.26 $7,264,752.73 $7,065,371.76 $7,081,257.19 $7,151,321.47 $7,152,037.79 $7,029,855.98 $7,109,122.65 $6,845,579.08 $ 6,992,152.92 $6,617,230.73 $7,043,607.22 $6,772,135.66 $7,144,983.18 $7,106,517.87 $6,961,585.05 $6,656,783.94 $6,993,389.84 $6,924,841.68 $7,238,546.59 $7,169,136.47 $7,109,676.28 $7,129,015.64 $6,862,440.18 $7,011,860.75 $6,882,510.74 $ 6,880,838.96 $6,890,031.19 $7,351,397.08 $7,086,657.63 $7,177,319.14 $7,097,338.48 $6,855,324.28 $6,974,432.59 $7,049,918.66 $6,765,229.79 $7,250,853.76 $6,961,491.05 $7,190,710.30 $7,016,122.23 $6,596,296.86 $6,529,682.04 $7,135,596.25 $7,167,164.71 $6,555,822.04 $6,977,219.70 $6,778,918.06 $6,721,866.20 $6,842,739.18 $6,913,109.84 $6,700,891.90 $6,865,488.20 $7,458,192.24 $7,213,543.69 $6,870,323.60 $6,815,300.01 $6,802,850.86 $7,210,787.56 $7,089,422.64 $6,987,272.83 $7,194,347.67 $6,720,907.16 $7,185,685.59 $6,985,698.66 $6,856,894.33 $7,297,074.15 $6,859,092.39 $7,359,564.82 $7,011,202.38 $6,794,224.74 $7,322,378.11 $7,021,003.73 $7,058,551.99 $6,976,170.37 $7,064,922.30 $7,197,631.62 $6,912,034.76 $6,961,547.28 $7,010,653.31 $6,850,461.81 $7,157,572.35 $6,787,594.82 $7,191,323.43 $6,550,128.80 $6,803,230.33 $7,018,296.89 $6,797,552.74 $6,963,897.97 $7,063,372.66 $7,017,927.30 $6,800,943.00 $7,022,648.72 $7,013,940.75 $6,954,200.83 $6,957,875.94 $6,664,833.48 $6,986,367.83 $6,591,000.26 $6,302,479.49 $6,915,760.95 $6,983,804.82 $6,945,090.02 $6,747,993.69 $7,190,561.22 $6,917,087.84 $6,830,463.55 $6,952,798.63 $6,982,294.92 $7,011,128.30 $6,946,697.18 $7,027,006.68 $6,731,506.90 $6,861,684.66 $7,162,459.73 $6,921,239.61 $6,793,330.08 $6,877,546.29 $6,982,817.65 $6,989,495.11 $7,062,719.35 $6,853,028.09 $6,790,867.62 $7,092,549.21 $6,884,076.62 $6,873,754.33 $6,913,110.38 $7,063,137.69 $6,570,615.2 1 $7,019,336.97 $7,107,054.66 $6,807,340.82 $6,820,197.00 $6,847,504.63 $6,925,977.04 $6,983,608.00 $7,435,498.41 $7,069,926.77 $7,005,833.76 $6,959,404.84 $6,898,309.84 $7,030,007.63 $6,995,861.14 $6,895,169.25 $7,048,001.91 $6,773,651.2 2 $6,899,482.01 $7,045,607.42 $7,182,056.06 $7,089,969.62 $6,876,442.19 $6,990,579.33 $7,247,690.76 $7,139,677.12 $7,024,172.71 $7,026,129.04 $7,425,994.77 $6,669,483.82 $7,212,107.92 $7,231,611.38 $6,769,996.86 $7,015,226.87 $6,774,899. 69 $6,929,666.05 $7,228,465.26 $7,105,533.08 $6,963,706.71 $6,997,540.40 $6,853,446.64 $7,077,522.97 $7,126,454.17 $6,976,689.92 $6,936,635.41 $6,958,540.19 $6,760,357.95 $7,142,924.35 $6,835,042.81 $7,086,803.40 $7,064,603.15 $7,026,992. 74 $6,716,116.21 $7,491,162.26 $6,979,420.73 $6,948,594.12 $6,871,735.40 $6,737,297.20 $6,830,257.97 $6,909,173.48 $7,018,790.90 $7,249,881.09 $7,016,259.01 $7,206,055.42 $6,953,966.40 $7,158,441.51 $6,865,064.75 $7,010,317.01 $7,079,759 .71 $7,080,233.89 $7,014,867.70 $6,791,201.41 $6,718,865.35 $6,793,856.02 $6,948,554.94 $6,895,609.05 $6,898,349.08 $7,120,140.19 $7,076,514.12 $6,957,715.83 $6,807,722.30 $6,999,030.26 $6,876,516.43 $7,012,682.88 $6,709,901.96 $7,007,168 .47 $7,307,370.88 $7,155,034.69 $7,016,818.16 $6,957,439.09 $7,017,184.47 $6,988,426.84 $7,112,347.77 $6,809,329.58 $7,148,459.04 $6,817,392.09 $6,961,603.92 $7,050,980.04 $6,731,020.46 $6,955,354.30 $6,527,468.67 $7,304,172.58 $6,829,54 5.42 $6,900,114.26 $7,023,467.28 $7,115,777.81 $6,983,472.02 $6,919,768.87 $6,901,410.09 $7,046,542.06 $6,763,904.85 $6,916,476.95 $7,034,751.78 $6,727,765.15 $6,957,630.76 $7,085,640.23 $6,588,567.17 $6,968,395.46 $6,853,256.13 $7,076,51 0.53 $6,977,073.07 $6,815,424.25 $7,013,573.98 $6,621,038.42 $6,680,148.67 $6,784,834.68 $6,767,753.50 $7,096,396.42 $7,002,849.24 $6,618,863.57 $6,840,845.87 $6,964,282.61 $6,976,123.11 $7,286,706.44 $7,151,039.07 $6,589,359.11 $6,789,9 69.21 $6,987,218.72 $6,915,231.72 $6,753,907.87 $6,786,574.99 $6,949,426.80 $7,057,570.80 $6,821,794.05 $6,836,701.34 $6,896,071.26 $6,926,425.10 $7,039,327.97 $6,808,280.40 $6,781,238.73 $6,935,678.19 $7,217,481.91 $7,049,022.66 $6,946,3 83.14 $7,075,734.23 $6,737,733.89 $7,069,153.16 $7,257,184.65 $6,844,243.63 $7,023,959.09 $6,909,503.55 $7,028,186.73 $6,855,989.78 $6,742,005.51 $7,196,633.12 $7,265,846.44 $7,036,208.08 $6,924,964.65 $6,971,494.27 $6,714,418.32 $6,924, 747.18 $7,032,143.78 $6,945,065.67 $6,920,653.05 $7,112,819.94 $7,032,404.93 $6,797,819.69 $6,975,848.21 $6,891,252.66 $6,826,576.29 $7,063,372.66 $7,388,484.56 $6,673,332.92 $6,808,878.78 $6,822,047.31 $6,900,545.58 $7,273,483.88 $7,090 ,469.33 $6,653,578.86 $6,865,237.85 $7,047,626.57 $7,144,980.76 $7,027,944.31 $6,711,196.75 $6,797,551.57 $6,676,331.02 $6,793,732.67 $7,344,827.30 $6,866,990.00 $6,577,315.62 $6,830,962.00 $6,609,087.08 $7,012,424.75 $6,858,644.69 $6,983 ,472.02 $6,964,619.28 $7,289,394.14 $7,052,534.17 $6,749,268.45 $6,961,275.21 $7,069,664.40 $7,189,938.93 $7,025,362.18 $6,876,217.12 $7,098,533.30 $6,815,456.57 $6,645,455.53 $7,022,342.70 $7,097,196.50 $6,979,482.52 $7,310,181.21 $7,11 3,160.45 $7,059,969.69 $6,710,089.97 $7,139,095.21 $7,039,590.81 $6,792,622.88 $7,010,997.08 $6,879,747.80 $7,022,728.04 $7,090,013.41 $7,029,235.17 $6,953,292.18 $7,090,853.63 $7,049,584.45 $6,976,069.41 $6,862,816.72 $7,160,499.54 $6,89 6,124.48 $7,070,461.16 $7,113,627.69 $7,288,369.68 $6,827,980.36 $6,896,904.97 $6,928,390.83 $6,794,991.20 $7,070,683.58 $6,887,095.11 $6,893,879.79 $6,961,275.21 $6,746,326.66 $6,874,855.82 $6,877,314.30 $6,872,851.23 $6,758,624.75 $7,0 65,178.49 $6,923,836.20 $6,910,680.93 $7,004,868.58 $6,836,781.93 $6,587,154.49 $7,223,962.98 $7,404,887.37 $7,011,470.60 $6,667,313.59 $7,154,119.11 $7,177,691.58 $6,826,992.53 $7,087,462.23 $6,883,395.94 $6,925,297.44 $7,161,106.92 $6,9 33,380.82 $6,724,043.06 $7,224,667.29 $6,963,256.54 $7,083,916.85 $6,932,370.46 $6,867,001.83 $6,919,383.86 $7,047,433.30 $6,831,148.99 $6,811,903.19 $6,606,678.19 $6,828,555.06 $7,024,959.42 $6,870,459.42 $6,913,549.66 $6,870,996.26 $6, 785,656.20 $7,089,080.25 $7,342,816.98 $6,919,097.96 $7,048,747.33 $7,196,094.95 $6,996,697.93 $6,842,172.94 $6,911,362.89 $7,073,902.08 $7,232,543.91 $7,057,309.28 $6,778,150.03 $6,893,734.40 $6,830,466.89 $6,912,690.01 $7,062,593.54 $7, 111,488.61 $6,587,265.19 $7,124,589.96 $6,797,208.80 $6,828,671.09 $7,271,614.64 $6,764,943.15 $7,016,448.59 $7,080,937.81 $7,027,855.91 $7,057,269.12 $6,923,243.27 $6,751,733.44 $6,868,822.72 $7,064,893.11 $6,847,252.49 $6,907,394.28 $6 ,728,595.26 $7,024,990.14 $6,850,440.37 $6,714,814.22 $6,830,834.57 $7,000,282.37 $6,725,438.94 $6,744,152.20 $7,020,201.85 $7,055,896.54 $7,292,108.39 $6,819,332.09 $7,106,923.03 $6,876,205.45 $6,860,028.36 $6,562,563.12 $6,846,027.05 $7 ,086,663.37 $6,780,365.07 $6,937,279.58 $6,954,191.46 $6,929,632.56 $6,890,931.45 $6,760,412.45 $6,748,168.99 $7,121,640.17 $6,967,389.40 $6,776,681.31 $7,138,293.64 $7,134,041.77 $6,731,487.80 $6,639,274.25 $6,838,099.84 $6,796,126.36 $ 6,987,272.83 $7,180,717.10 $6,913,322.64 $7,099,702.48 $7,190,260.27 $6,984,422.82 $6,934,079.56 $6,935,045.88 $6,974,318.92 $6,960,510.41 $6,929,571.25 $6,963,036.73 $6,938,028.78 $6,913,935.93 $6,946,252.75 $6,969,954.85 $6,970,502.43 162,990.31 171,730.51 177,378.33 176,272.89 165,633.08 148,549.81 183,035.44 150,452.18 198,783.22 166,564.57 174,153.28

PAGE 177

177 Exp. 22 Exp. 23 Exp. 24 Exp. 25 Exp. 26 Exp. 27 Exp. 28 Exp. 29 Exp. 30 Exp. 31 Exp. 32 $7,146,601.65 $7,024,023.13 $7,207,574.98 $6,991,077.77 $7,195,075.85 $6,980,555.66 $6,889,480.23 $6,955,331.60 $6,776,455.82 $6,669,869.27 $7,086,253.66 $7,005,478.90 $7,133,655.63 $6,848,862.51 $7,270,220.78 $7,006,042.74 $7,029,589.60 $6,809,331.36 $6,707,120.89 $6,820,513.17 $7,133,860.95 $6,878,530.84 $6,684,058.36 $6,995,354.36 $6,856,911.02 $7,030,699.83 $6,848,843.07 $6,931,309.03 $6,588,814.38 $6,854,497.97 $6,929,899.95 $7,119,403.23 $7,005,088.80 $6,742,737.51 $6,955,130.41 $6,639,826.14 $7,059,933.16 $6,965,518.71 $6,721,756.91 $6,987,172.64 $6,829,520.68 $6,515,137.57 $6,868,736.43 $6,919,622.12 $6,809,755.20 $6,614,279.21 $6,724,350.66 $7,112,549.23 $7,088,021.24 $6,830,949.24 $6,888,177.97 $6,436,203.64 $6,731,524.37 $6,805,668.70 $6,848,194.25 $7,117,863.62 $6,972,332.03 $7,055,752.90 $7,013,208.43 $6,799,707.04 $7,012,974.87 $6,771,966.10 $6,836,175.51 $7,319,258.54 $6,678,381.03 $7,168,134.31 $6,653,025.65 $7,062,080.68 $6,933,915.17 $6,912,802.49 $6,749,152.70 $7,017,631.49 $7,108,008.14 $6,823,027.79 $6,794,249.49 $6,642,118.53 $6,947,318.76 $6,909,605.07 $6,821,998.54 $6,815,185.80 $7,162,982.85 $7,123,501.26 $6,967,991.69 $6,938,940.16 $6,873,323.31 $6,609,270.83 $7,113,144.32 $6,712,182.82 $7,033,525.24 $6,855,751.65 $6,943,185.48 $6,979,274.43 $6,982,779.65 $7,178,211.82 $6,842,600.87 $6,836,591.68 $7,125,890.37 $7,004,096.98 $6,715,904.71 $6,656,918.88 $6,892,839.23 $6,750,473.53 $6,792,431.98 $6,830,387.55 $7,056,388.5 4 $7,039,706.88 $7,028,465.99 $6,985,606.18 $7,123,065.60 $7,035,009.63 $6,925,874.15 $7,161,883.65 $7,246,653.80 $6,687,686.72 $6,759,917.37 $6,982,817.65 $7,099,859.15 $7,067,289.92 $7,025,217.37 $7,184,203.55 $6,814,959.98 $6,935,796. 45 $7,008,906.67 $7,177,394.09 $6,870,031.68 $7,267,658.57 $6,907,556.89 $7,043,216.67 $6,916,739.02 $6,755,711.80 $6,893,605.34 $6,959,066.68 $6,784,416.36 $7,336,646.66 $6,961,567.72 $6,804,597.30 $6,668,647.41 $7,083,397.48 $7,176,688. 70 $6,870,554.29 $6,910,631.35 $7,090,990.17 $6,710,642.42 $6,826,373.08 $6,861,913.04 $6,848,862.51 $6,622,612.35 $6,673,655.96 $7,158,379.40 $6,967,810.20 $7,028,158.54 $6,725,510.66 $6,909,017.84 $6,954,495.34 $6,891,448.51 $7,169,035 .17 $7,065,957.59 $7,062,518.42 $6,963,897.97 $6,790,488.24 $6,878,907.55 $6,735,647.65 $6,897,089.40 $6,805,612.69 $6,610,172.52 $7,043,777.20 $7,114,288.86 $6,954,836.96 $6,833,999.96 $7,134,655.94 $6,949,345.66 $6,875,132.79 $7,187,943 .35 $6,862,141.84 $6,769,426.70 $6,976,952.96 $6,972,693.02 $7,078,400.51 $6,736,532.45 $7,059,910.19 $6,823,439.98 $7,086,222.42 $7,156,118.32 $7,101,609.08 $7,144,554.58 $6,899,775.91 $6,836,193.24 $6,725,843.27 $6,886,065.35 $6,867,04 5.62 $6,980,696.96 $6,947,390.16 $7,443,822.16 $6,712,468.50 $6,972,682.09 $6,857,868.64 $7,217,656.79 $6,568,689.37 $6,929,134.92 $6,934,095.77 $6,976,140.01 $6,900,653.59 $6,648,728.13 $6,917,695.20 $7,086,650.61 $6,686,876.12 $7,171,60 0.43 $6,982,320.81 $7,239,594.11 $7,025,397.06 $6,936,290.94 $6,927,665.22 $7,045,511.18 $6,793,816.27 $6,563,126.68 $7,238,862.07 $6,958,482.64 $7,100,989.02 $7,072,855.28 $6,970,739.21 $6,872,564.60 $7,158,811.63 $6,751,646.75 $6,726,7 72.37 $6,865,849.77 $6,809,632.96 $6,943,455.70 $6,748,065.90 $6,784,906.42 $6,665,810.60 $6,940,348.95 $7,242,015.76 $7,054,790.57 $6,867,626.35 $6,800,264.34 $7,092,260.11 $6,896,097.51 $7,041,814.42 $7,109,010.83 $6,807,610.33 $6,826,9 00.27 $7,064,765.55 $7,119,568.67 $6,931,168.57 $6,921,491.53 $6,681,978.33 $6,950,054.09 $6,926,568.87 $7,048,002.04 $7,211,359.95 $6,784,176.19 $6,903,211.75 $6,881,690.31 $6,979,670.33 $6,954,332.10 $6,793,931.57 $6,970,081.26 $6,892, 809.78 $7,066,890.79 $6,948,995.05 $7,156,770.15 $7,027,817.25 $7,135,822.92 $6,777,891.56 $7,202,750.92 $6,778,618.85 $6,703,190.90 $7,194,704.38 $6,850,166.32 $6,914,041.43 $6,848,639.66 $6,753,787.73 $6,761,548.23 $6,967,686.85 $6,676, 823.77 $6,696,828.59 $6,939,939.18 $7,007,670.30 $7,139,791.83 $7,175,162.68 $7,049,760.89 $7,134,893.19 $7,212,509.29 $6,938,192.00 $6,808,562.95 $7,045,490.13 $6,837,274.60 $7,103,061.94 $7,229,578.13 $6,750,903.50 $6,971,638.95 $6,794 ,806.81 $7,041,040.63 $7,048,123.67 $6,879,145.97 $6,988,355.14 $6,831,203.40 $6,911,473.04 $6,973,644.46 $6,398,292.12 $7,084,668.28 $6,815,732.05 $6,623,385.00 $6,789,824.38 $6,716,084.11 $7,192,154.07 $7,034,292.17 $7,077,905.38 $6,90 1,973.30 $6,830,445.11 $6,969,201.75 $6,993,180.14 $6,927,438.11 $7,161,182.96 $6,901,686.07 $7,024,998.74 $6,842,330.52 $7,054,607.51 $6,538,581.15 $6,945,993.39 $7,174,744.68 $6,917,605.51 $6,739,198.73 $6,654,146.07 $7,018,959.19 $6,96 6,845.27 $7,203,340.57 $6,978,080.24 $7,097,664.15 $7,053,048.43 $6,610,619.95 $6,757,582.02 $6,937,124.88 $6,796,383.42 $6,827,018.13 $6,794,362.02 $6,998,242.25 $6,731,766.30 $7,018,314.92 $7,054,376.94 $7,348,994.46 $7,174,417.47 $7,1 04,121.22 $7,060,216.90 $6,825,710.00 $6,725,043.88 $6,879,001.85 $6,792,177.06 $6,746,993.47 $6,945,419.83 $7,091,917.45 $6,962,638.31 $6,591,483.27 $7,248,858.03 $6,863,989.11 $7,094,146.93 $6,849,947.77 $7,174,855.05 $6,763,419.86 $6,8 42,631.16 $6,811,558.61 $7,113,974.73 $6,871,536.66 $6,873,139.33 $6,811,999.15 $6,769,245.16 $7,086,331.39 $6,791,416.02 $6,925,297.44 $6,985,764.35 $6,846,717.51 $7,131,379.08 $6,739,039.64 $7,001,766.01 $6,943,457.91 $7,096,676.64 $7, 178,366.19 $7,242,974.58 $7,050,942.65 $7,136,371.50 $7,206,204.13 $6,989,555.36 $6,802,535.91 $6,758,766.54 $6,779,219.54 $6,753,102.03 $6,836,306.11 $6,771,441.60 $7,127,802.11 $6,986,846.90 $6,786,233.76 $7,030,570.74 $7,013,171.65 $6, 799,393.89 $7,240,517.73 $6,896,295.16 $7,200,242.74 $6,529,485.52 $6,928,058.87 $6,970,648.65 $7,077,721.40 $6,857,662.71 $7,086,475.94 $6,954,346.23 $6,902,548.66 $6,955,636.82 $6,901,543.73 $6,790,939.97 $6,769,358.02 $6,856,899.57 $7 ,177,436.85 $6,941,819.42 $7,093,066.31 $6,897,543.31 $7,099,354.52 $6,912,477.02 $7,041,631.34 $6,691,632.31 $7,018,424.03 $6,945,183.78 $6,842,430.82 $6,755,896.73 $7,010,661.84 $6,930,332.90 $6,742,051.64 $6,817,229.43 $6,805,377.47 $7 ,048,616.10 $6,922,127.08 $6,873,709.64 $6,911,948.52 $6,956,351.36 $6,892,328.59 $7,124,406.84 $6,665,533.46 $7,000,038.54 $7,016,936.79 $6,991,164.90 $7,141,818.97 $7,033,891.09 $7,043,788.21 $7,138,898.16 $6,750,231.25 $6,767,912.57 $ 6,848,034.75 $7,064,403.03 $6,929,886.05 $7,036,968.73 $7,024,275.22 $6,964,593.17 $7,086,329.66 $7,078,768.84 $6,822,439.26 $6,868,243.62 $6,975,800.75 $7,268,562.78 $6,915,169.94 $6,984,306.41 $6,867,491.01 $6,883,263.47 $6,832,228.76 $ 7,020,895.31 $6,905,132.83 $7,193,627.76 $6,767,056.10 $7,267,120.93 $7,073,089.02 $6,671,944.66 $6,961,954.20 $6,776,807.69 $6,790,321.96 $7,007,106.12 $6,696,550.08 $6,743,366.53 $7,256,787.27 $6,888,466.72 $6,947,948.38 $6,732,853.26 $7,154,404.11 $7,014,707.15 $6,666,915.74 $6,849,529.72 $6,855,714.83 $6,756,534.99 $7,249,835.00 $6,805,202.76 $6,848,606.91 $6,911,605.47 $6,763,263.13 $6,788,272.73 $6,836,591.68 $7,004,186.31 $6,973,586.50 $7,470,170.54 $6,916,747.05 $7,011,266.00 $6,912,799.67 $6,955,770.33 $6,775,722.89 $6,934,971.06 $7,036,610.79 $6,832,297.92 $6,837,121.82 $7,265,555.27 $6,893,701.47 $7,180,552.13 $7,068,596.47 $6,794,980.15 $7,036,367.46 $6,946,517.99 $6,802,897.63 $6,609,219.58 $6,744,108.86 $7,079,076.51 $6,909,791.84 $6,759,598.14 $7,014,585.80 $6,969,955.28 $7,100,204.37 $7,189,471.96 $6,964,053.00 $6,845,204.36 $7,178,464.13 $6,720,963.74 $7,164,059.44 $7,442,903.55 $7,022,342.70 $6,849,448.03 $7,143,308.83 $7,128,641.50 $7,172,023.84 $7,075,652.50 $7,037,072.52 $6,726,950.36 $6,881,521.69 $6,950,281.12 $6,869,194.38 $6,802,294.06 $6,975,580.26 $6,834,794.25 $6,668,137.94 $6,819,306.33 $6,831,877.20 $6,720,963.74 $7,038,238.62 $6,981,417.64 $6,982,817.65 $6,821,559.15 $6,839,002.98 $7,324,371.04 $7,036,610.79 $7,295,651.40 $7,222,442.77 $6,685,245.63 $7,449,040.26 $6,918,197.01 $7,074,903.71 $6,744,297.48 $6,716,584.32 $7,082,468.55 $6,727,384.28 $6,789,708.34 $6,855,683.6 0 $6,829,552.22 $7,006,725.00 $6,850,920.32 $6,844,513.00 $6,989,191.07 $6,987,241.90 $6,867,898.08 $7,097,850.84 $6,794,402.69 $6,692,182.97 $6,929,635.57 $6,840,690.30 $7,196,971.20 $6,746,969.93 $7,221,710.40 $7,223,718.59 $6,899,876.9 8 $7,028,604.61 $7,144,554.58 $6,846,799.88 $6,829,583.12 $7,184,662.50 $7,120,984.82 $6,821,580.49 $6,857,668.43 $7,011,953.35 $7,067,428.16 $7,083,193.06 $6,748,904.12 $7,167,171.49 $6,846,717.51 $6,795,982.99 $7,056,574.37 $6,755,214. 03 $6,935,271.16 $7,251,607.49 $7,035,963.71 $6,860,466.70 $6,854,014.15 $6,768,986.19 $6,856,449.12 $7,028,673.31 $6,628,831.72 $7,013,104.14 $7,211,537.23 $6,762,158.92 $7,154,433.95 $6,759,056.01 $6,689,957.35 $6,997,837.99 $6,804,932. 62 $7,026,227.03 $7,103,777.47 $7,068,999.52 $7,017,938.63 $6,894,587.09 $7,178,366.19 $6,949,747.93 $7,104,758.82 $6,989,753.31 $7,043,538.19 $6,721,756.91 $6,965,741.16 $7,107,917.21 $6,782,305.85 $6,669,180.61 $6,980,095.76 $6,865,917 .65 $7,184,662.50 $7,022,358.43 $6,967,372.84 $6,838,669.92 $6,979,573.85 $6,890,353.96 $7,009,068.19 $6,895,896.33 $7,054,828.25 $6,905,303.21 $7,027,362.88 $7,024,361.76 $7,086,783.79 $7,030,786.71 $6,830,930.63 $7,086,265.11 $6,508,242 .11 $6,835,225.44 $7,017,259.61 $6,718,026.60 $6,919,480.04 $6,923,123.04 $7,196,210.03 $6,923,496.11 $6,924,449.04 $6,659,339.63 $6,916,325.26 $7,312,054.74 $6,975,501.03 $7,027,202.66 $6,864,137.40 $6,916,798.43 $6,726,558.26 $6,878,77 2.38 $6,879,476.97 $6,786,790.15 $6,984,818.69 $7,067,250.67 $7,087,729.08 $6,656,982.11 $7,128,365.22 $6,853,003.63 $6,922,311.40 $7,029,692.24 $7,054,635.95 $7,012,045.19 $7,200,531.46 $6,831,662.49 $7,012,839.68 $7,177,804.60 $6,778,30 4.84 $6,705,129.61 $6,960,153.26 $7,084,975.64 $6,988,611.55 $7,028,207.17 $6,832,192.36 $6,891,252.66 $7,089,581.66 $6,999,773.04 $7,085,412.92 $6,874,707.80 $6,924,912.25 $6,931,493.85 $6,718,886.24 $6,655,203.26 $6,546,594.56 $6,798,2 52.63 $6,999,943.95 $6,859,106.81 $7,278,286.86 $6,862,544.20 $6,590,091.50 $6,699,799.60 $6,833,116.80 $6,662,666.18 $7,008,874.65 $7,023,987.42 $6,939,520.87 $6,867,554.12 $7,177,849.43 $7,021,348.60 $6,741,485.41 $6,791,327.77 $7,194, 956.06 $7,100,371.74 $7,032,047.86 $6,908,555.80 $7,114,262.85 $6,917,227.40 $6,798,452.62 $7,190,290.52 $6,707,105.24 $7,056,385.12 $6,924,033.26 $6,748,122.53 $7,127,191.91 $6,887,098.15 $7,239,757.31 $6,924,786.11 $6,864,910.96 $7,086, 028.24 $6,735,197.24 $6,518,932.40 $6,994,694.75 $6,558,602.77 $6,703,786.46 $6,934,450.76 $6,757,930.08 $7,055,885.66 $6,887,138.31 $6,810,932.18 $7,044,783.47 $6,859,121.63 $6,992,329.26 $6,887,247.42 $7,076,216.05 $7,096,940.68 $6,862 ,249.05 $6,878,499.24 $6,958,890.23 $6,998,151.08 $6,775,855.78 $7,397,713.26 $6,742,265.06 $6,977,619.82 $6,987,419.47 $6,995,610.03 $6,875,269.08 $6,650,908.02 $6,698,515.37 $6,696,351.71 $6,725,329.53 $7,103,521.59 $7,251,786.77 $6,496 ,950.84 $7,098,936.20 $6,943,609.63 $7,361,121.39 $7,048,154.02 $7,075,604.99 $7,027,455.29 $6,820,288.33 $7,114,109.75 $6,911,062.05 $7,073,626.87 $7,059,617.92 $7,086,556.22 $7,268,658.22 $6,785,527.30 $6,965,491.07 $6,735,859.23 $6,58 9,094.52 $6,992,889.31 $6,937,426.09 $7,107,048.20 $6,963,416.65 $7,226,036.19 $6,911,899.58 $6,989,091.19 $7,064,374.15 $6,616,789.21 $7,043,953.59 $6,897,939.82 $6,996,569.30 $7,137,703.72 $7,130,550.18 $6,385,751.38 $7,122,255.52 $7,01 3,134.07 $6,892,184.30 $7,047,483.32 $7,352,233.87 $6,800,647.12 $6,891,085.43 $7,040,140.27 $6,769,552.76 $6,875,092.67 $7,025,424.65 $6,838,578.00 $7,155,232.04 $7,187,482.05 $6,676,351.22 $6,807,475.25 $7,041,925.90 $6,879,951.01 $7,0 07,251.53 $6,910,314.66 $6,692,516.68 $7,051,207.42 $6,803,550.39 $6,594,436.04 $6,825,693.83 $6,988,565.52 $6,864,076.40 $6,957,895.68 $6,806,366.91 $6,775,732.29 $7,086,463.05 $6,654,864.53 $6,695,909.16 $6,952,170.32 $6,836,707.01 $6,6 74,334.48 $7,178,340.74 $6,816,279.84 $6,907,166.16 $7,060,218.77 $7,014,251.27 $7,255,247.81 $6,894,880.26 $6,912,082.16 $6,886,184.92 $6,999,941.06 $6,816,100.62 $7,238,103.14 $6,802,372.48 $7,110,174.49 $6,962,618.48 $6,834,353.82 $6, 856,825.97 $7,026,319.20 $6,933,627.68 $7,186,110.60 $7,208,659.25 $6,828,062.19 $7,106,239.68 $6,913,895.69 $7,017,289.39 $6,737,817.32 $7,082,258.18 $7,003,189.42 $6,734,447.05 $7,038,854.01 $7,044,556.57 $7,066,725.10 $7,288,674.84 $6, 918,873.24 $7,065,920.88 $7,031,232.36 $7,200,686.82 $7,175,487.49 $6,566,066.77 $6,944,144.04 $7,174,972.58 $6,814,963.05 $6,777,770.00 $6,923,286.59 $6,871,982.97 $6,774,395.09 $7,214,983.32 $7,063,629.59 $6,904,390.39 $7,107,091.00 $7 ,002,448.77 $7,149,008.06 $6,854,640.29 $6,670,630.07 $6,815,864.01 $6,574,865.49 $6,936,189.50 $7,188,454.27 $7,048,651.27 $7,249,835.00 $6,969,085.60 $6,960,549.51 $6,957,830.12 $7,022,428.20 $7,104,206.69 $6,834,437.00 $6,970,587.28 $ 6,809,929.20 $6,867,435.64 $7,015,683.92 $6,531,785.41 $6,907,090.03 $6,772,865.22 $6,998,225.42 $6,630,390.25 $6,908,234.69 $7,145,068.53 $6,700,524.67 $6,982,322.62 $6,872,870.04 $7,090,576.98 $6,821,509.00 $6,814,963.05 $6,920,281.06 $ 6,807,098.22 $6,781,655.48 $7,050,235.78 $6,684,895.80 $7,139,825.99 $7,084,342.67 $6,753,650.10 $6,995,238.91 $6,979,597.84 $6,876,049.25 $6,830,631.41 $7,225,620.10 $6,837,490.49 $7,202,228.82 $6,795,302.07 $6,817,975.83 $6,992,474.63 $6,844,225.63 $6,925,288.10 $6,917,550.86 $6,946,019.13 $6,698,395.18 $6,713,227.81 $7,159,528.89 $6,732,764.85 $6,874,562.98 $7,060,937.44 $7,036,665.54 $7,301,357.63 $6,757,839.80 $6,855,881.99 $7,035,525.58 $6,877,014.83 $7,233,194.17 $6,913,833.23 $6,867,201.39 $7,180,058.83 $6,817,814.55 $6,961,213.96 $6,865,444.82 $6,753,477.91 $6,959,509.73 $7,046,923.30 $6,973,757.05 $7,229,158.22 $7,022,163.21 $6,810,743.08 $6,851,808.27 $6,970,051.49 $7,204,129.68 $7,045,645.84 $6,732,590.10 $7,215,050.45 $6,810,987.24 $6,776,623.69 $7,078,809.30 $6,865,969.33 $7,203,934.91 $6,651,077.40 $7,151,804.65 $6,776,649.81 $6,977,624.53 $6,763,760.04 $6,943,345.43 $7,386,021.14 $7,079,186.53 $6,909,230.61 $6,717,657.30 $6,859,960.05 $6,698,151.70 $7,187,479.16 $6,772,047.62 $6,934,570.88 $6,702,659.64 $6,921,866.57 $6,821,220.51 $6,837,517.13 $7,090,990.17 $6,839,793.79 $6,733,127.89 $6,860,249.08 $6,892,987.62 $6,823,423.81 $7,061,907.32 $6,891,211.38 $6,812,565.89 $6,663,882.29 $7,440,701.97 $6,668,985.58 $6,766,161.84 $7,020,778.84 $7,178,677.15 $6,905,761.93 $7,134,686.67 $6,688,635.07 $6,959,623.87 $7,062,384.51 $7,244,498.72 $6,545,997.85 $6,895,450.62 $6,959,923.72 $6,870,996.26 $6,934,778.20 $6,794,002.25 $7,003,130.52 $6,699,535.65 $7,049,656.23 $6,937,886.95 $7,126,384.75 $7,002,334.23 $7,237,264.99 $6,949,072.77 $6,922,365.88 $6,708,050.83 $7,148,214.86 $6,779,270.38 $6,776,342.15 $6,801,502.49 $6,810,889.6 6 $6,811,473.87 $7,066,489.91 $6,901,665.80 $7,025,465.84 $6,952,595.87 $6,967,760.54 $6,942,846.19 $7,107,396.44 $7,314,598.51 $6,684,015.14 $7,344,643.02 $6,769,922.86 $7,100,284.60 $6,794,491.39 $6,828,128.63 $6,815,457.60 $7,282,705.4 3 $6,726,901.73 $7,143,081.64 $7,228,381.33 $6,898,309.84 $6,739,971.76 $6,924,002.95 $7,187,864.76 $6,950,535.24 $6,635,977.15 $6,992,582.71 $7,093,574.70 $6,775,497.08 $7,005,174.32 $7,214,136.33 $7,017,076.84 $6,875,734.47 $6,848,763. 29 $7,119,556.45 $6,566,663.05 $6,835,588.44 $6,813,440.09 $7,360,916.32 $7,095,284.43 $7,167,460.31 $6,830,346.24 $6,575,980.64 $6,996,251.22 $6,707,120.89 $6,916,186.37 $6,825,933.69 $7,086,657.63 $6,679,420.72 $7,022,914.07 $6,914,394. 62 $6,876,116.84 $6,985,113.39 $6,707,120.89 $6,964,755.58 $6,936,447.53 $6,964,000.62 $7,135,861.02 $7,199,094.49 $6,998,979.46 $6,811,051.94 $6,951,164.00 $6,926,734.21 $6,968,471.36 $6,902,853.42 $6,949,645.44 $6,941,166.94 $6,942,042 .71 $6,959,223.33 $6,920,861.50 $6,921,804.33 $6,964,206.93 $6,923,739.60 167,766.22 171,328.90 161,509.65 163,416.14 177,901.26 168,361.28 169,494.90 166,339.27 171,821.35 182,774.46 178,523.01

PAGE 178

178 Exp. 33 Exp. 34 Exp. 35 Exp. 36 Exp. 37 Exp. 38 Exp. 39 Exp. 40 Exp. 41 Exp. 42 Exp. 43 $6,804,830.55 $7,010,011.08 $7,009,619.91 $7,016,961.35 $6,705,193.11 $7,137,336.54 $6,993,782.86 $7,000,556.57 $7,039,632.92 $6,760,412.45 $6,952,718.35 $6,709,492.68 $6,976,459.19 $7,013,824.86 $6,738,74 0.12 $6,723,707.36 $6,858,100.73 $7,033,936.66 $6,840,459.70 $7,175,881.12 $7,005,296.17 $6,965,608.68 $6,712,066.53 $6,923,079.42 $6,926,736.70 $7,060,938.40 $7,167,753.96 $7,050,235.78 $7,147,527.89 $6,933,511.53 $6,953,827.04 $7,092,73 8.35 $7,212,905.33 $6,837,320.29 $6,969,819.69 $7,005,341.55 $6,886,869.70 $7,340,339.27 $6,866,226.30 $6,827,714.75 $6,932,002.90 $6,729,260.85 $6,949,857.12 $6,757,629.64 $6,566,663.05 $6,822,309.78 $7,021,469.41 $6,921,335.01 $6,782,8 04.53 $7,175,209.15 $6,946,696.04 $6,963,338.00 $7,055,996.61 $6,887,155.56 $7,304,235.04 $6,920,156.55 $6,933,154.77 $7,097,347.95 $6,775,601.44 $7,056,883.00 $6,874,469.85 $6,878,772.38 $6,905,265.22 $6,743,470.89 $7,214,983.32 $7,116,4 61.27 $7,274,743.33 $7,105,535.10 $6,784,069.88 $6,964,000.62 $6,851,839.18 $7,001,185.22 $7,249,391.79 $6,910,827.53 $7,006,903.75 $7,066,616.96 $7,198,760.74 $6,871,927.68 $6,588,523.22 $7,239,479.67 $6,846,036.91 $6,877,067.85 $7,251, 669.88 $7,152,629.90 $6,869,540.04 $7,000,282.37 $6,780,500.65 $7,013,833.58 $7,191,945.96 $6,917,009.40 $7,353,699.54 $6,845,191.65 $7,062,919.45 $6,820,427.74 $6,815,754.67 $6,904,409.56 $7,141,954.37 $6,843,492.37 $6,737,812.31 $7,479 ,698.77 $7,005,156.84 $6,900,894.22 $7,063,012.77 $6,608,288.76 $7,346,593.02 $6,962,021.63 $6,718,970.98 $6,972,226.84 $6,914,106.75 $6,748,945.50 $6,653,657.10 $6,998,902.46 $6,802,527.77 $7,191,330.48 $6,908,855.50 $6,955,876.93 $6,998 ,530.41 $6,972,863.23 $6,936,400.68 $7,133,860.95 $6,678,177.10 $6,805,474.20 $6,977,104.77 $6,956,107.86 $6,870,097.98 $7,003,083.95 $6,950,522.25 $6,868,814.88 $6,743,409.04 $6,865,174.27 $7,028,571.86 $6,774,050.77 $6,711,635.02 $6,82 5,837.05 $6,993,709.33 $7,038,926.79 $7,172,279.20 $7,122,216.39 $6,985,994.28 $6,832,315.62 $6,889,369.87 $7,136,754.40 $7,044,315.27 $6,901,097.80 $6,824,107.05 $6,807,708.30 $6,831,515.06 $7,110,609.37 $7,120,830.51 $6,823,423.81 $6,91 1,662.94 $6,815,581.41 $7,092,030.02 $6,820,406.07 $6,916,739.63 $6,651,532.27 $7,045,364.47 $6,858,829.51 $6,802,864.69 $7,165,177.23 $7,028,551.60 $6,825,284.67 $6,654,402.47 $6,779,882.55 $6,899,124.41 $7,188,336.08 $6,940,104.87 $6,9 44,190.40 $6,852,161.98 $6,987,632.55 $6,850,923.02 $6,822,470.26 $6,754,011.33 $6,870,819.57 $7,078,241.46 $6,955,377.03 $7,093,574.70 $6,933,511.91 $6,862,323.46 $6,821,751.98 $6,642,135.14 $6,933,940.44 $6,888,239.48 $6,975,126.40 $6,9 02,976.67 $7,149,732.01 $6,769,166.61 $7,020,957.43 $6,851,771.03 $6,615,327.30 $6,617,068.72 $7,019,344.23 $7,000,767.22 $7,018,810.15 $6,922,779.28 $6,689,244.91 $6,754,028.75 $6,964,273.02 $6,835,908.99 $7,126,614.32 $6,681,165.31 $7, 070,744.52 $6,862,638.59 $6,717,854.23 $6,932,458.30 $7,015,289.41 $6,936,069.49 $6,962,292.17 $6,652,928.31 $6,537,192.65 $7,069,217.00 $7,074,516.31 $7,303,909.14 $6,856,096.88 $6,989,943.57 $6,941,975.72 $7,232,234.47 $6,580,798.30 $7, 138,084.20 $6,902,475.58 $7,020,491.22 $6,969,517.31 $6,836,172.23 $6,889,254.68 $6,723,323.96 $7,111,210.33 $6,781,807.69 $6,883,042.95 $7,083,922.66 $7,197,601.76 $7,097,557.41 $6,725,783.55 $6,725,737.73 $6,646,718.77 $6,875,628.89 $6 ,893,684.76 $6,915,009.69 $6,908,291.98 $7,004,073.30 $7,046,096.69 $7,008,233.57 $6,890,953.31 $6,963,016.94 $6,923,292.76 $7,043,279.69 $6,755,419.41 $6,992,439.94 $6,842,953.33 $6,947,372.48 $6,908,622.14 $6,848,058.43 $7,075,950.09 $6 ,775,224.06 $6,617,842.13 $7,378,287.08 $6,943,915.45 $7,176,513.34 $6,799,815.62 $6,851,349.97 $6,970,356.79 $7,149,629.74 $6,711,812.02 $6,850,718.65 $6,879,880.39 $6,685,691.58 $6,823,788.59 $6,988,569.04 $6,813,760.72 $7,169,357.26 $ 6,881,436.68 $6,585,680.89 $6,801,642.62 $6,901,802.12 $6,867,294.39 $6,623,750.54 $6,823,835.04 $7,210,054.36 $6,966,521.92 $6,652,528.88 $7,039,676.64 $6,790,957.82 $6,730,801.03 $6,734,159.95 $7,098,414.59 $7,075,604.99 $7,271,614.64 $7,112,679.54 $6,899,214.92 $7,067,916.50 $7,010,685.34 $6,496,387.42 $6,787,526.43 $7,054,721.82 $6,985,061.08 $6,773,596.48 $7,010,326.94 $6,895,285.25 $7,226,511.89 $7,181,169.17 $6,991,691.73 $7,145,025.04 $7,152,990.90 $7,073,363.33 $7,107,971.94 $6,786,649.17 $6,942,197.26 $7,063,980.16 $6,664,306.02 $7,180,564.75 $7,134,564.33 $6,962,657.05 $6,912,645.79 $6,929,025.26 $7,023,225.96 $6,919,407.57 $7,140,140.44 $6,998,062.25 $7,224,311.66 $7,127,901.89 $6,853,139.80 $6,756,534.99 $6,821,778.76 $7,150,871.40 $7,062,071.30 $6,761,677.55 $7,269,712.74 $6,890,268.28 $6,900,243.50 $7,234,230.83 $7,075,989.42 $7,030,610.98 $6,707,399.99 $7,078,616.91 $6,951,097.33 $7,117,832.97 $6,873,145.75 $6,788,589.09 $6,801,994.50 $6,864,594.50 $6,956,456.67 $7,117,224.42 $6,741,336.11 $6,955,684.32 $6,574,673.22 $6,801,877.35 $6,900,699.21 $7,061,125.88 $7,062,710.16 $6,900,222.59 $6,775,106.72 $7,133,820.35 $6,851,389.57 $6,902,911.95 $7,089,151.73 $7,182,922.50 $7,187,951.53 $7,037,504.15 $6,864,007.81 $6,790,593.60 $6,732,221.35 $6,984,076.82 $7,061,098.02 $6,775,429.44 $7,086,962.41 $6,799,166.52 $6,992,431.47 $6,901,032.71 $6,770,182.00 $6,828,934.84 $7,100,060.65 $7,081,956.56 $6,856,146.26 $6,892,381.88 $7,337,623.72 $7,018,988.59 $6,975,421.30 $6,779,425.89 $7,004,204.99 $6,652,709.06 $7,394,721.78 $6,827,538.05 $6,854,437.65 $7,244,704.02 $6,653,937.36 $7,022,479.70 $6,962,845.59 $6,969,109.69 $7,183,029.5 4 $7,329,130.49 $6,665,212.16 $6,618,977.58 $6,900,093.74 $7,154,894.21 $6,979,423.01 $6,881,695.73 $6,959,507.25 $6,358,169.55 $6,726,332.94 $7,133,820.35 $6,972,260.28 $6,722,986.69 $7,100,989.02 $7,103,860.19 $6,812,157.42 $6,927,891.4 1 $7,271,433.68 $6,672,129.64 $6,837,414.09 $6,596,089.51 $6,737,084.40 $6,769,701.05 $7,196,025.61 $6,992,290.70 $6,915,433.34 $6,782,439.11 $6,923,294.34 $7,164,762.51 $6,956,934.12 $7,101,601.79 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$6,781,034.33 $6,566,053.08 $6,919,417.10 $6,446,166.57 $7,044,522.72 $7,164,891.18 $6,790,687.31 $6,975,123.91 $7,226,601.12 $6,800,023.93 $6,963,616.37 $6,748,616.76 $6,964,506.33 $6,883 ,852.55 $6,811,698.99 $7,040,342.86 $7,153,302.95 $7,082,078.56 $6,960,796.20 $6,959,547.49 $6,558,150.53 $6,906,203.72 $6,812,667.79 $7,127,749.38 $6,922,363.30 $6,734,561.24 $7,180,007.00 $7,211,141.59 $6,958,999.74 $6,943,923.66 $6,973 ,285.88 $6,899,883.71 $7,057,600.25 $7,164,891.18 $6,813,911.74 $6,902,180.69 $6,982,749.69 $7,164,189.86 $6,730,696.26 $6,913,948.51 $7,060,429.45 $7,097,411.42 $6,714,944.77 $7,233,445.81 $6,850,738.08 $6,770,326.81 $7,163,452.59 $6,74 0,985.93 $7,179,492.61 $6,785,656.20 $6,876,922.57 $6,867,024.91 $6,983,144.59 $7,097,768.85 $7,316,360.44 $6,953,455.99 $6,921,344.38 $6,762,350.62 $6,933,130.39 $7,062,693.14 $6,924,071.97 $7,001,474.12 $6,833,477.82 $7,089,675.35 $6,82 4,120.15 $7,026,319.20 $6,755,454.83 $7,024,887.25 $6,788,888.02 $6,702,944.93 $6,960,527.47 $6,675,511.57 $6,531,186.35 $6,971,711.02 $7,001,104.50 $7,088,112.03 $6,965,107.70 $7,202,699.79 $7,149,351.47 $7,038,428.84 $6,814,602.04 $6,8 89,511.87 $6,767,684.18 $7,005,349.00 $6,823,240.75 $6,890,670.50 $6,966,508.80 $6,861,254.50 $7,014,841.73 $6,839,140.46 $6,905,923.46 $6,881,794.22 $6,893,015.51 $7,042,489.63 $6,838,853.40 $7,015,044.43 $7,030,657.36 $7,246,986.83 $7,2 72,136.52 $7,039,566.62 $6,898,081.56 $6,528,055.36 $7,015,410.83 $6,704,322.06 $6,681,031.51 $7,194,916.43 $7,098,817.02 $7,061,456.51 $6,818,655.27 $6,909,176.71 $6,676,316.60 $6,836,090.44 $6,712,078.24 $7,312,971.40 $6,780,273.29 $7, 105,939.11 $6,719,461.24 $6,900,638.47 $7,084,470.60 $7,033,266.57 $6,753,467.84 $6,974,079.25 $7,072,952.59 $6,888,212.30 $7,140,401.70 $7,044,475.90 $6,716,769.10 $6,577,189.20 $6,948,150.94 $6,824,544.09 $6,812,262.08 $7,065,198.53 $6 ,897,420.33 $7,322,230.96 $6,762,996.22 $7,055,470.11 $6,999,282.63 $6,689,129.34 $6,797,044.23 $6,903,940.40 $7,006,078.18 $7,149,230.83 $6,643,721.46 $6,922,542.75 $7,006,264.62 $6,974,293.78 $6,901,637.26 $6,754,171.56 $6,796,724.52 $6 ,634,083.92 $6,899,520.93 $6,879,274.75 $7,281,076.10 $7,192,765.28 $6,892,138.65 $6,877,453.87 $7,030,709.94 $7,143,358.20 $6,769,482.29 $6,827,298.71 $6,995,201.45 $7,020,487.91 $7,117,538.56 $6,772,571.75 $6,975,756.84 $6,758,543.13 $ 7,319,660.04 $6,821,236.08 $7,160,130.67 $7,342,643.28 $7,085,996.95 $7,046,252.17 $6,981,038.92 $6,885,242.03 $6,979,735.57 $7,046,283.56 $6,993,292.77 $7,197,145.07 $7,017,108.76 $6,398,292.12 $7,119,260.94 $6,873,934.10 $7,027,717.69 $ 6,849,936.88 $7,005,272.84 $6,835,567.89 $7,003,881.37 $6,815,909.94 $6,903,802.11 $6,930,239.01 $7,118,482.18 $6,936,250.60 $7,003,247.95 $6,985,088.18 $7,196,208.69 $6,967,546.64 $6,748,616.76 $7,106,949.87 $6,959,828.05 $7,258,959.48 $6,607,896.50 $6,933,369.92 $7,055,697.36 $6,872,154.30 $7,042,464.41 $6,888,209.76 $6,661,458.35 $6,886,356.73 $6,896,613.60 $6,696,893.45 $6,875,035.91 $6,879,443.61 $7,218,683.18 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$6,624,398.65 $6,917,832.82 $6,956,788.14 $6,877,614.40 $6,726,512.03 $6,842,430.82 $7,225,027.45 $6,976,263.11 $6,995,098.61 $6,928,672.07 $6,807,610.33 $6,866,153.93 $7,030,595.07 $7,039,984.08 $6,747,923.23 $6,825,700.12 $7,222,282.08 $7,173,630.2 7 $7,259,333.41 $7,347,338.76 $7,325,675.49 $6,770,834.09 $6,930,206.73 $6,666,830.70 $6,695,075.01 $7,193,641.06 $6,833,372.74 $6,739,368.26 $7,234,879.21 $7,115,429.03 $6,864,227.44 $6,899,973.14 $6,730,711.66 $6,882,733.03 $6,983,788.1 0 $6,964,777.26 $7,080,326.37 $6,811,305.52 $7,001,171.93 $7,054,791.24 $7,055,897.77 $7,036,307.24 $6,884,477.17 $7,170,222.57 $7,279,590.16 $6,968,936.92 $6,945,827.77 $7,025,718.31 $6,973,696.48 $6,920,224.69 $6,883,891.68 $6,982,565. 12 $6,891,440.27 $7,140,551.93 $7,131,205.01 $6,868,664.30 $6,616,552.60 $6,755,307.93 $7,102,880.52 $7,029,049.59 $6,755,898.86 $7,107,137.81 $7,230,918.87 $6,943,519.40 $6,809,207.05 $6,856,970.26 $6,812,383.74 $7,143,507.72 $6,944,992 .71 $6,865,242.51 $6,735,919.28 $7,073,853.26 $7,172,279.20 $6,894,713.25 $7,033,728.09 $6,828,726.16 $7,136,354.91 $6,730,706.10 $6,839,255.22 $6,552,247.01 $6,809,263.66 $6,888,566.81 $6,803,641.53 $7,055,361.74 $6,954,104.60 $6,898,243 .98 $6,914,768.54 $6,632,808.24 $7,009,397.66 $6,956,393.05 $6,711,230.83 $6,740,894.75 $6,917,073.00 $7,220,158.01 $7,038,152.12 $7,050,344.95 $6,898,133.11 $7,191,380.36 $6,893,792.89 $6,823,758.55 $6,689,477.29 $6,846,746.89 $6,967,17 8.38 $7,263,339.58 $7,004,869.90 $6,865,648.63 $6,740,896.58 $7,153,945.08 $6,820,624.05 $7,152,121.29 $7,017,245.02 $6,930,158.80 $7,112,904.39 $6,569,047.81 $6,813,048.95 $6,933,468.32 $6,912,783.20 $6,981,235.87 $6,817,598.27 $7,026,48 0.46 $7,125,656.07 $6,770,323.03 $6,599,039.78 $6,900,958.88 $6,568,012.96 $7,171,562.06 $6,930,485.59 $7,332,008.21 $6,809,926.16 $6,851,621.03 $6,854,119.49 $6,797,307.98 $7,018,138.83 $6,834,614.15 $6,749,278.43 $6,954,282.10 $6,962,4 15.84 $7,115,299.73 $7,192,425.87 $6,912,424.99 $6,914,902.23 $6,911,944.53 $6,821,977.49 $6,949,111.59 $7,159,356.04 $6,962,860.17 $6,823,643.01 $7,186,171.50 $6,926,616.73 $7,006,592.42 $7,047,761.19 $6,906,955.55 $6,847,158.75 $7,183,5 24.95 $6,955,068.54 $7,164,252.45 $6,955,212.99 $6,813,361.86 $6,791,180.84 $6,821,362.12 $7,033,000.85 $6,615,764.46 $6,885,467.86 $6,960,385.19 $6,964,186.14 $6,575,980.64 $7,030,666.08 $6,943,731.41 $6,953,199.77 $6,920,599.43 $6,785, 277.43 $7,062,580.96 $6,722,986.69 $6,847,801.64 $7,353,484.89 $6,890,131.78 $6,983,310.18 $7,028,846.69 $7,077,628.06 $6,989,921.13 $7,289,764.55 $6,841,603.15 $6,734,821.11 $7,029,260.06 $7,078,932.10 $7,113,051.33 $6,489,331.64 $6,952, 911.26 $7,116,510.38 $6,591,159.03 $7,193,690.73 $6,776,978.95 $6,884,319.36 $6,777,585.07 $7,041,855.58 $7,010,702.85 $7,123,997.29 $6,989,921.13 $6,856,065.03 $6,973,427.86 $7,046,757.00 $6,697,832.77 $6,892,278.28 $7,068,225.24 $6,934 ,123.46 $6,942,367.86 $6,843,523.67 $6,750,473.53 $6,945,085.27 $6,737,094.51 $6,898,497.38 $6,869,551.70 $7,021,848.77 $6,978,463.43 $7,012,297.36 $6,948,995.05 $6,837,490.49 $6,664,894.13 $7,031,866.26 $6,987,021.24 $7,007,626.69 $6,845 ,213.42 $7,137,566.07 $7,140,971.19 $7,266,665.25 $7,117,837.77 $6,797,162.75 $6,808,180.28 $6,834,501.86 $6,958,104.61 $6,906,890.46 $6,765,882.22 $6,858,686.85 $6,973,819.41 $7,111,014.59 $7,019,487.54 $6,811,473.87 $6,935,234.17 $7,02 9,928.97 $6,941,723.77 $6,743,053.02 $7,032,707.01 $6,797,445.93 $7,126,213.13 $6,680,412.65 $7,011,901.80 $6,673,992.11 $6,924,247.71 $7,226,243.98 $6,757,684.92 $7,176,120.05 $6,931,842.60 $6,754,819.50 $6,976,166.34 $6,762,464.16 $6,8 97,602.55 $6,934,872.16 $6,938,544.99 $6,928,497.44 $6,951,325.90 $6,949,722.48 $6,941,033.47 $6,926,711.76 $6,928,146.00 $6,938,148.40 $6,946,245.89 185,907.36 176,826.46 164, 456.24 178,215.10 183,236.54 183,149.50 159,979.67 141,003.91 146,221.45 170,431.22 177,099.89

PAGE 179

179 Exp. 44 Exp. 45 Exp. 46 Exp. 47 Exp. 48 Exp. 49 Exp. 50 Exp. 51 Exp. 52 Exp. 53 Exp. 54 $7,103,296.30 $6,893,299.40 $6,620,094.51 $7,000,893.70 $6,776,147.77 $6,848,399.28 $6,963,863.64 $7,204,650.43 $6,847,946.95 $6,7 64,574.85 $6,941,696.46 $7,068,751.31 $6,940,307.90 $6,763,289.23 $6,890,180.39 $6,921,317.70 $7,073,141.58 $7,108,271.36 $7,135,729.10 $6,656,666.43 $7,047,322.33 $6,951,157.01 $6,853,760.56 $7,053,583.90 $7,060,299.91 $7,221,234.32 $6, 953,489.32 $6,709,347.22 $6,741,472.04 $6,903,262.89 $7,101,232.15 $6,973,661.25 $7,142,268.82 $6,929,026.29 $6,863,959.17 $6,905,640.31 $6,768,963.00 $7,081,206.28 $6,963,919.80 $7,107,742.61 $6,828,362.74 $6,886,180.57 $6,959,066.68 $6, 897,442.06 $7,120,232.18 $7,125,865.08 $6,842,631.16 $6,710,025.48 $6,956,311.34 $6,803,063.16 $7,284,125.09 $7,053,840.84 $6,758,752.34 $6,802,668.13 $6,920,735.80 $7,064,112.92 $7,029,476.69 $7,098,404.97 $7,028,560.43 $6,923,104.20 $6 ,738,774.10 $6,937,940.12 $6,787,644.89 $6,938,053.26 $6,676,964.03 $7,345,704.39 $6,866,801.16 $6,593,280.52 $6,922,893.78 $6,867,317.61 $6,616,451.96 $6,965,677.77 $7,354,912.28 $6,895,110.99 $6,922,754.73 $7,000,860.25 $7,228,642.07 $ 7,164,556.64 $6,784,047.53 $6,910,287.43 $6,875,616.95 $6,848,283.97 $6,859,172.46 $7,134,623.65 $6,980,394.67 $6,745,060.15 $6,796,988.42 $7,129,479.64 $6,924,771.57 $6,650,418.82 $6,840,253.04 $7,395,518.77 $6,620,314.29 $6,921,366.94 $ 6,927,665.22 $7,271,037.15 $6,985,822.41 $6,592,568.73 $6,705,435.53 $7,083,785.31 $7,080,467.99 $6,571,551.27 $6,791,327.03 $7,332,083.89 $7,016,947.09 $6,525,914.43 $6,782,400.81 $7,120,927.20 $6,809,676.26 $7,211,891.74 $6,798,222.26 $6,853,411.72 $6,856,301.06 $6,902,129.46 $6,890,135.22 $6,894,809.30 $6,915,692.09 $6,891,273.45 $6,887,616.65 $7,016,801.14 $7,068,784.64 $6,878,851.69 $6,984,468.48 $7,066,848.81 $7,060,380.24 $7,233,607.46 $6,617,953.57 $7,072,587.67 $6,984,563.48 $6,970,554.94 $6,994,455.68 $7,064,959.84 $6,908,489.76 $6,943,772.25 $6,707,120.89 $6,875,688.67 $6,839,106.88 $7,249,774.14 $6,913,032.85 $7,077,685.48 $6,904,167.03 $6,904,520.19 $6,742,475.28 $6,915,867.57 $7,196,779.10 $6,800,896.38 $6,970,727.63 $6,900,132.28 $6,971,416.73 $7,080,829.24 $6,934,102.45 $7,254,457.71 $7,157,369.32 $6,638,978.76 $7,021,958.31 $6,992,803.41 $6,937,236.57 $6,535,959.37 $7,240,012.27 $7,224,611.71 $7,147,375.71 $6,984,870.44 $6,991,130.54 $7,001,100.76 $6,775,143.42 $6,871,298.26 $7,231,897.80 $7,020,726.79 $6,929,231.53 $6,693,369.59 $6,792,608.52 $7,225,869.47 $6,463,562.94 $6,919,436.40 $7,090,393.03 $6,975,383.62 $6,804,128.96 $7,259,608.84 $7,166,079.41 $6,379,214.25 $7,107,570.28 $7,051,294.52 $7,110,004.90 $7,126,585.74 $6,933,975.47 $7,007,443.49 $7,036,482.75 $6,956,733.49 $6,860,264.68 $6,989,895.18 $6,859,687.86 $7,015,562.17 $7,032,709.69 $6,741,779.27 $6,971,820.57 $7,211,116.22 $6,972,446.39 $6,665,342.94 $6,816,352.80 $6,871,072.83 $6,956,387.98 $6,718,200.69 $6,858,760.46 $6,717,348.59 $7,169,538.78 $7,247,869.80 $6,843,509.19 $7,024,878.57 $7,017,804.21 $7,127,901.89 $7,085,835.80 $6,850,637.89 $6,902,807.0 9 $7,015,519.55 $6,814,764.39 $6,710,930.14 $6,834,794.25 $7,209,222.33 $7,142,880.70 $7,118,198.89 $7,310,181.21 $7,090,478.08 $7,262,038.75 $7,031,202.74 $6,660,823.18 $6,822,276.60 $7,166,184.62 $7,131,985.81 $6,959,685.30 $7,234,981.3 6 $6,755,896.73 $6,969,672.41 $6,974,350.58 $6,714,228.96 $6,877,197.27 $6,964,042.56 $6,961,275.21 $6,535,109.94 $6,858,236.09 $7,049,857.09 $6,818,772.86 $7,004,869.90 $6,671,697.43 $7,013,910.56 $6,676,177.66 $6,898,733.60 $6,724,544. 29 $6,587,276.98 $6,928,912.88 $6,917,061.81 $6,816,453.55 $6,590,677.22 $6,983,077.60 $6,689,876.35 $6,790,066.14 $6,962,547.07 $6,706,187.05 $7,028,362.67 $7,194,772.28 $7,149,030.56 $6,826,078.48 $7,008,314.10 $6,878,249.69 $6,988,784. 75 $7,057,806.69 $6,888,564.92 $6,862,053.14 $7,023,916.95 $6,912,500.12 $7,132,677.89 $6,720,979.81 $6,599,456.56 $7,176,345.73 $6,909,345.01 $6,881,022.98 $6,983,607.61 $6,832,180.63 $7,062,393.88 $6,610,148.37 $6,821,704.44 $6,872,527 .60 $7,046,743.75 $6,947,108.14 $6,973,121.54 $6,987,356.09 $6,761,228.78 $6,990,508.36 $6,834,862.88 $6,715,904.71 $6,777,266.56 $7,078,741.12 $6,938,060.07 $7,117,990.39 $6,867,294.39 $7,075,235.08 $7,013,451.78 $6,550,641.71 $6,840,45 9.70 $6,582,004.68 $6,688,739.27 $7,015,201.19 $7,249,732.90 $7,112,596.52 $7,250,069.50 $6,903,741.86 $6,927,653.83 $6,996,104.27 $6,674,975.64 $6,859,948.18 $6,688,583.66 $7,316,581.16 $7,120,151.22 $6,868,323.94 $6,890,353.96 $7,316,36 0.44 $7,054,965.12 $6,863,478.97 $6,740,601.30 $6,773,547.70 $6,899,242.39 $7,133,254.05 $6,633,782.03 $6,929,613.43 $6,942,099.49 $7,165,996.47 $6,735,787.56 $6,641,766.91 $6,902,177.44 $7,271,462.37 $7,148,298.55 $6,938,567.93 $6,976,7 12.54 $7,004,428.04 $6,745,772.69 $6,759,115.61 $7,053,512.50 $6,790,225.02 $6,888,566.81 $6,946,327.43 $7,134,075.44 $7,114,103.92 $6,908,558.70 $7,006,176.80 $6,909,073.70 $6,979,327.01 $6,846,509.85 $6,810,917.36 $7,020,419.57 $6,727,6 72.48 $6,719,044.50 $6,707,447.87 $7,084,699.76 $6,873,269.65 $6,860,497.16 $6,874,535.83 $7,311,245.24 $6,926,236.78 $6,692,303.85 $6,819,791.40 $6,803,769.20 $7,330,262.90 $6,911,424.37 $7,009,701.29 $6,936,986.99 $6,724,969.41 $7,235, 217.72 $6,670,821.45 $7,156,745.43 $6,879,806.34 $6,717,782.70 $6,744,003.29 $6,971,250.97 $6,929,231.53 $6,907,853.39 $7,105,105.79 $7,093,410.46 $6,940,930.15 $6,792,361.90 $6,988,565.52 $6,902,673.58 $7,152,287.91 $6,740,750.72 $7,081, 593.83 $6,799,508.61 $7,002,820.67 $6,683,965.90 $6,885,450.76 $7,046,683.90 $6,870,856.55 $6,974,444.55 $6,926,566.95 $7,004,057.98 $6,864,665.15 $7,055,853.44 $7,270,220.78 $7,089,498.44 $7,064,228.51 $6,891,537.70 $6,826,948.95 $7,054 ,554.81 $7,209,735.08 $6,780,209.05 $6,858,214.21 $6,669,616.09 $7,032,892.67 $6,842,809.54 $6,961,865.94 $6,817,605.28 $6,796,972.98 $6,972,108.29 $6,973,635.96 $7,040,952.91 $6,918,313.40 $6,768,445.61 $7,172,749.81 $7,043,711.19 $6,978 ,178.52 $6,737,932.51 $7,024,600.02 $6,951,017.82 $7,032,388.81 $6,921,094.15 $7,147,471.84 $6,874,491.96 $6,856,520.21 $6,793,606.07 $6,882,104.06 $6,908,177.91 $6,978,647.86 $6,840,761.82 $7,071,934.86 $7,365,655.18 $7,095,516.10 $6,93 3,441.31 $7,043,949.44 $6,791,738.91 $7,056,863.67 $7,122,938.40 $7,446,845.55 $7,151,699.80 $6,929,666.05 $6,897,576.62 $7,021,452.06 $6,777,974.42 $6,931,269.30 $6,927,863.64 $6,841,511.29 $6,723,858.90 $6,976,672.19 $6,921,855.61 $6,80 4,230.18 $6,797,277.25 $6,766,977.12 $7,004,839.57 $7,073,403.99 $6,822,619.70 $7,126,455.20 $6,971,773.74 $7,150,564.01 $6,891,338.65 $6,572,690.54 $6,899,242.22 $7,028,277.10 $7,017,223.63 $6,721,218.50 $7,191,856.87 $6,951,070.93 $7,2 91,018.10 $6,974,764.63 $6,939,116.71 $6,914,062.85 $6,974,150.99 $6,817,580.87 $6,787,537.88 $6,798,977.23 $7,173,190.51 $6,985,887.26 $6,658,526.21 $6,837,395.26 $7,032,047.94 $6,740,823.86 $6,803,703.68 $6,746,294.62 $6,873,456.12 $6, 743,042.10 $6,956,446.59 $7,386,021.14 $6,663,513.84 $6,890,743.04 $7,169,272.86 $6,978,862.41 $7,013,455.50 $7,006,497.99 $7,120,945.86 $6,686,210.38 $7,103,823.74 $6,526,383.37 $7,039,833.03 $7,037,252.70 $6,770,205.56 $7,010,851.34 $7, 098,345.53 $7,093,276.44 $7,190,848.83 $7,011,898.84 $6,789,542.40 $7,149,897.02 $6,821,927.48 $7,010,069.12 $6,954,204.27 $7,212,862.74 $7,000,327.83 $6,862,490.79 $7,178,675.48 $6,932,206.24 $6,921,162.71 $6,804,993.64 $6,626,332.92 $6 ,648,575.23 $6,794,739.28 $7,044,906.42 $7,167,520.49 $6,895,709.34 $7,104,101.03 $6,674,975.64 $7,088,513.28 $7,097,297.57 $6,969,375.50 $7,060,429.45 $6,854,677.39 $6,840,542.21 $7,038,867.74 $6,844,637.60 $7,015,581.24 $6,792,589.14 $6 ,909,303.17 $6,857,572.83 $6,851,482.67 $6,812,359.93 $7,072,500.73 $7,172,455.12 $7,010,911.99 $7,020,899.82 $6,857,168.18 $6,901,308.65 $6,972,528.94 $6,955,327.38 $7,007,915.46 $7,031,636.82 $6,913,026.51 $6,784,375.11 $6,982,124.96 $ 7,018,378.74 $6,897,190.96 $6,849,636.40 $7,031,717.11 $7,111,776.89 $7,011,072.61 $6,731,333.34 $7,147,214.73 $6,966,433.24 $7,103,579.47 $7,210,399.49 $6,850,401.30 $7,052,536.62 $6,909,531.89 $6,985,973.26 $7,089,701.63 $7,117,377.75 $ 6,931,672.94 $6,856,543.76 $6,968,796.57 $7,119,160.59 $7,018,065.36 $6,904,578.39 $6,814,889.41 $7,178,124.92 $6,996,132.56 $6,683,802.77 $6,928,636.77 $6,917,687.44 $6,723,853.00 $7,076,689.59 $7,063,405.62 $7,044,118.73 $7,206,255.66 $6,887,106.97 $6,952,503.63 $7,048,853.51 $6,816,071.76 $6,830,445.11 $6,922,453.74 $7,189,302.42 $6,981,018.61 $7,081,838.72 $6,551,105.73 $7,164,743.13 $6,681,151.28 $7,005,245.72 $6,799,468.45 $7,012,756.23 $6,898,760.29 $6,771,206.07 $6,779,160.74 $6,772,942.45 $6,940,501.42 $6,766,177.14 $7,108,672.64 $6,744,146.75 $6,837,783.69 $7,041,676.74 $7,112,146.41 $6,975,604.28 $6,952,644.48 $7,269,610.69 $6,891,190.52 $6,850,892.84 $6,938,325.11 $7,198,087.84 $6,944,080.54 $6,632,173.78 $6,979,722.34 $7,184,334.23 $6,979,993.58 $7,195,070.74 $7,058,481.31 $6,864,665.21 $7,307,721.69 $7,086,824.35 $6,636,089.96 $6,871,418.94 $6,746,559.38 $6,860,320.99 $7,129,800.05 $6,917,550.86 $7,266,816.57 $7,052,762.68 $7,045,731.28 $7,371,375.69 $6,715,980.90 $6,867,597.59 $7,000,778.91 $6,337,341.07 $6,706,473.30 $6,873,189.70 $6,908,871.43 $6,764,315.85 $6,805,988.43 $7,072,088.54 $7,334,868.88 $6,842,124.74 $6,868,606.98 $6,965,158.97 $6,867,332.18 $6,626,179.49 $7,094,786.40 $7,010,107.65 $6,877,614.40 $7,132,677.89 $6,721,018.30 $6,777,180.62 $7,258,124.93 $6,991,073.92 $7,067,549.90 $6,704,307.26 $6,825,365.98 $6,912,770.28 $7,063,520.26 $7,130,369.79 $6,881,494.28 $6,997,265.38 $6,864,292.38 $6,952,963.84 $6,943,519.24 $7,019,667.80 $7,020,529.47 $6,846,808.28 $6,815,652.25 $7,137,223.73 $6,966,406.75 $7,081,352.74 $7,115,129.56 $6,974,574.65 $7,053,561.90 $6,744,988.74 $6,710,089.97 $7,324,908.00 $6,607,635.8 2 $6,612,778.15 $7,375,253.47 $6,866,421.58 $7,086,760.03 $6,813,592.24 $6,933,640.05 $6,823,999.63 $7,345,149.60 $6,865,806.16 $6,955,027.38 $6,921,082.33 $6,838,182.34 $6,786,430.32 $6,882,884.87 $6,649,034.66 $6,862,016.58 $6,937,383. 11 $6,745,936.44 $6,954,868.49 $6,861,122.50 $7,118,482.18 $7,019,509.04 $6,955,918.85 $6,930,213.37 $6,903,749.42 $7,098,345.53 $6,970,517.68 $7,118,822.98 $6,661,329.60 $7,002,924.27 $7,028,701.68 $6,756,814.22 $6,827,746.26 $7,225,714. 42 $7,010,465.25 $6,952,921.72 $6,804,074.59 $7,024,003.92 $7,032,893.93 $6,948,860.77 $6,946,975.27 $7,097,035.87 $6,852,904.57 $6,983,405.28 $7,139,450.04 $7,088,136.62 $7,105,119.83 $6,906,099.76 $6,942,284.82 $7,002,612.06 $6,983,936 .30 $7,067,781.69 $6,853,483.31 $6,837,665.48 $6,896,716.79 $7,128,684.81 $6,670,933.04 $7,077,102.43 $6,908,830.06 $6,842,520.94 $6,820,667.62 $7,281,343.14 $6,678,439.93 $6,610,725.85 $6,629,678.10 $6,924,489.78 $6,759,043.20 $6,998,427 .36 $6,972,479.38 $7,081,516.67 $7,158,798.76 $6,869,750.00 $6,465,274.05 $6,785,633.14 $6,939,125.58 $6,705,193.11 $6,902,452.29 $7,098,881.29 $6,871,893.54 $6,753,262.80 $6,796,339.10 $7,064,374.15 $6,949,288.49 $6,844,814.84 $7,141,05 4.29 $6,966,209.05 $7,010,072.71 $7,103,295.36 $6,903,883.95 $7,042,431.01 $6,810,719.20 $7,191,498.12 $6,697,948.70 $6,961,633.32 $6,790,687.31 $6,930,623.07 $6,950,268.49 $7,153,580.19 $6,945,333.93 $6,957,207.06 $6,917,003.32 $6,713,12 7.05 $7,129,411.98 $6,922,895.07 $7,083,455.79 $7,206,245.34 $6,885,413.26 $7,057,401.33 $6,933,639.63 $6,898,063.81 $6,953,293.80 $7,345,756.42 $6,973,047.66 $6,800,313.25 $6,892,710.94 $6,965,960.58 $6,775,448.32 $6,732,025.88 $6,932,2 79.46 $7,118,715.77 $7,193,592.17 $6,646,559.44 $7,015,292.58 $6,644,561.64 $6,715,201.38 $6,953,215.49 $6,691,390.40 $7,041,067.37 $6,730,889.99 $6,639,942.30 $7,080,415.33 $6,826,390.25 $7,007,319.61 $7,095,658.01 $7,098,682.78 $7,034,1 07.22 $7,329,781.59 $7,080,964.66 $6,805,095.82 $7,012,077.31 $7,095,051.34 $6,597,271.47 $7,040,821.59 $7,036,097.85 $6,811,706.31 $6,896,533.41 $6,728,743.41 $6,890,777.20 $7,049,781.01 $7,013,458.25 $6,944,080.44 $6,777,974.42 $7,063, 452.21 $6,845,867.38 $6,913,086.30 $7,238,520.65 $7,013,573.98 $6,927,115.24 $7,036,271.55 $6,686,733.87 $7,024,965.04 $6,843,762.67 $7,157,373.78 $6,606,879.57 $6,607,233.70 $7,166,834.30 $7,000,737.00 $7,013,241.26 $6,807,395.19 $6,828, 804.35 $6,859,718.18 $7,125,251.11 $6,896,522.04 $6,598,502.13 $6,834,390.61 $6,940,341.10 $6,898,191.55 $7,109,241.15 $6,807,885.08 $7,240,097.53 $7,006,109.70 $6,855,532.68 $6,768,836.57 $7,158,990.23 $7,012,344.46 $6,719,896.42 $6,706 ,988.52 $6,760,287.71 $6,536,830.44 $6,924,858.05 $7,173,071.34 $6,569,206.01 $6,684,995.25 $6,903,022.19 $6,724,528.25 $7,225,046.40 $6,780,993.45 $7,064,467.99 $7,220,963.91 $7,217,253.90 $6,842,352.73 $7,052,997.34 $7,060,548.04 $7,16 6,416.16 $6,867,692.81 $7,217,229.21 $7,148,413.05 $6,690,896.61 $7,076,634.86 $6,848,532.80 $7,245,282.08 $6,988,565.52 $6,877,517.07 $6,929,624.21 $7,112,840.05 $6,867,235.12 $7,130,550.18 $6,981,523.48 $6,743,504.12 $7,207,699.33 $6,94 5,390.18 $7,340,654.97 $7,110,600.96 $7,038,980.66 $7,009,022.75 $6,807,510.31 $6,727,112.18 $6,931,787.11 $7,048,449.53 $6,944,441.52 $6,879,142.72 $7,016,726.00 $7,062,220.39 $7,002,300.20 $7,092,514.61 $6,674,532.25 $6,604,972.86 $6,9 13,677.69 $7,105,588.05 $6,861,908.57 $6,726,272.51 $6,498,219.70 $6,872,354.38 $6,932,385.75 $6,989,305.93 $6,813,252.02 $6,711,105.12 $7,231,263.11 $7,040,118.01 $7,025,270.05 $6,963,058.74 $6,803,166.27 $6,952,692.56 $7,131,788.42 $7,1 48,852.50 $6,881,286.09 $6,983,162.43 $7,097,481.06 $7,033,891.09 $6,696,899.36 $7,080,026.20 $6,674,187.46 $7,117,248.95 $6,978,965.54 $6,633,308.62 $7,019,238.72 $6,943,423.47 $6,924,870.97 $6,791,878.66 $6,987,472.26 $6,884,955.80 $7, 232,629.79 $6,821,134.51 $6,850,137.89 $6,790,748.73 $6,859,568.97 $6,908,855.50 $6,940,743.03 $6,991,885.39 $6,885,582.39 $6,933,774.50 $6,956,097.04 $7,056,676.51 $6,877,050.77 $6,976,306.95 $6,906,874.12 $7,005,906.32 $6,855,532.68 $7, 153,442.83 $6,679,519.42 $6,677,310.74 $7,106,516.17 $6,896,879.05 $6,900,243.50 $7,344,855.33 $6,792,977.08 $6,683,655.90 $6,868,338.65 $7,052,709.21 $6,916,922.35 $7,097,404.91 $6,878,705.02 $7,035,572.32 $6,929,769.92 $6,876,106.38 $6 ,979,993.58 $7,153,861.21 $7,025,217.50 $7,134,328.03 $6,680,139.87 $7,364,082.59 $6,975,191.58 $6,884,784.98 $6,851,021.73 $6,853,763.49 $7,034,795.23 $6,891,868.75 $6,856,518.77 $7,119,300.27 $7,101,690.51 $7,091,336.13 $6,781,867.46 $7 ,050,581.45 $6,981,979.39 $7,220,480.14 $6,954,991.88 $6,919,823.14 $6,966,600.56 $6,753,109.31 $6,818,411.06 $7,363,392.97 $6,886,555.55 $6,920,089.53 $6,826,004.90 $7,111,171.37 $6,944,355.23 $6,984,834.74 $7,066,023.34 $7,052,313.62 $ 6,810,833.48 $7,104,975.37 $6,814,429.12 $6,677,833.41 $6,942,815.47 $6,690,842.81 $6,954,489.77 $7,049,122.10 $6,688,759.64 $7,532,906.24 $6,955,266.68 $6,812,495.69 $7,107,751.33 $6,835,018.35 $7,179,425.76 $7,064,682.51 $6,771,595.86 $ 7,101,002.08 $7,364,540.03 $6,902,546.91 $6,915,053.12 $7,054,996.92 $7,057,507.83 $6,795,302.14 $7,102,837.35 $7,054,542.94 $6,955,175.91 $7,016,350.09 $6,817,620.88 $6,818,232.98 $7,084,487.66 $6,987,767.34 $7,119,177.84 $6,965,235.46 $6,775,367.29 $6,927,832.59 $6,958,659.81 $6,709,901.96 $6,952,595.87 $6,996,986.81 $6,917,633.09 $6,736,615.03 $6,842,600.87 $7,128,334.22 $7,076,167.46 $6,799,095.49 $7,140,537.31 $6,740,099.00 $7,050,450.34 $6,833,968.41 $6,689,100.52 $6,927,481.22 $6,869,519.41 $6,785,764.96 $6,994,727.52 $6,815,839.31 $6,845,618.00 $7,018,605.60 $6,955,356.21 $7,014,655.94 $7,298,681.37 $7,054,552.52 $7,029,844.54 $7,236,485.93 $6,890,831.20 $6,900,360.30 $6,842,504.17 $6,860,264.68 $7,103,840.35 $7,102,658.82 $6,911,169.90 $6,924,169.99 $6,650,231.83 $6,963,462.66 $6,915,646.89 $6,958,091.18 $6,929,656.19 $6,910,732.79 $6,922,335.04 $6,973,334.33 $6,956,825.86 $6,960,178.16 $6,953,034.63 $6,927,457.03 161,361.88 171,367.69 182,944.68 172,736.49 181,037.89 157,934.51 179,913.99 179,798.0 9 141,641.22 172,586.55 162,404.73

PAGE 180

180 Exp. 55 Exp. 56 Exp. 57 Exp. 58 Exp. 59 Exp. 60 Exp. 61 Exp. 62 Exp. 63 Exp. 64 Exp. 65 $7,131,102.11 $6,987,609.47 $6,954,346.23 $7,244,754.34 $6,885,316.46 $7,041,987.18 $6,980,558.73 $6,916,148.08 $7,002,849.24 $7,112,897.86 $7,137,567.06 $6,895,878.51 $6,953,067.45 $6,695,137.20 $6,582,004.68 $7,016,765.06 $6,668,662.52 $6,806,418.90 $6,889,301.18 $7,008,042.85 $7,138,272.72 $6,809,256.21 $6,975,988.04 $6,968,717.24 $6,958,411.50 $6,882,616.93 $6,725,761.08 $6,646,478.83 $7,177,004.66 $7,016,670.86 $6,939,452.12 $6,990,452.72 $7,032,126.93 $6,804,600.65 $6,962,938.67 $6,928,031.04 $6,809,233.41 $7,071,612.2 9 $6,730,866.75 $6,660,841.03 $6,787,467.81 $6,839,050.60 $6,957,256.15 $6,637,109.40 $6,927,766.49 $6,906,850.57 $6,877,499.11 $6,877,614.10 $7,033,387.57 $7,120,833.99 $7,058,599.83 $7,137,590.67 $6,924,297.16 $6,923,814.85 $6,776,278.3 1 $6,948,149.79 $7,081,602.34 $6,808,359.57 $6,973,644.46 $7,065,955.45 $6,821,105.90 $7,162,719.01 $7,135,932.07 $6,919,306.29 $6,900,271.12 $7,019,322.82 $6,741,493.77 $6,913,412.79 $6,833,316.01 $7,004,930.77 $6,828,962.91 $6,876,232. 48 $6,999,727.07 $6,697,236.77 $7,145,306.78 $6,940,930.66 $6,892,162.14 $6,853,468.36 $7,016,725.13 $6,915,742.52 $6,791,410.74 $6,659,835.99 $7,068,883.26 $6,943,233.37 $6,991,032.02 $6,993,846.51 $6,884,152.10 $7,197,744.31 $6,761,191 .52 $6,823,703.05 $6,817,683.05 $6,788,338.31 $6,801,067.94 $6,838,372.37 $7,114,648.80 $7,254,915.06 $7,176,642.91 $6,754,315.38 $7,049,329.29 $6,786,900.58 $6,814,658.74 $6,958,335.51 $7,018,988.59 $7,295,980.12 $6,914,395.56 $7,170,239 .09 $6,791,189.56 $6,777,753.56 $6,727,653.03 $7,193,337.79 $6,637,109.40 $7,111,806.99 $7,264,647.59 $7,052,999.44 $6,869,934.49 $6,936,708.86 $6,909,213.39 $6,985,019.11 $6,931,184.66 $6,758,869.85 $6,925,436.07 $7,072,757.75 $7,091,66 8.29 $6,771,765.01 $6,827,989.56 $6,845,262.02 $7,120,293.66 $7,041,573.89 $6,752,207.42 $6,881,802.07 $6,953,256.69 $6,813,003.82 $6,958,630.07 $6,886,325.65 $6,925,900.95 $6,729,600.96 $6,946,826.94 $6,651,265.48 $6,715,771.56 $6,826,40 8.33 $6,864,224.75 $6,575,887.83 $6,743,758.21 $7,121,982.41 $6,974,889.43 $6,857,294.85 $7,157,985.33 $6,884,317.09 $7,022,813.02 $6,871,575.65 $6,579,313.67 $6,883,389.32 $6,687,201.41 $6,831,799.73 $6,656,079.01 $7,018,935.06 $7,088,9 81.16 $7,037,822.53 $6,933,962.63 $6,909,590.46 $6,970,284.86 $6,904,396.29 $7,015,675.54 $6,972,492.33 $6,648,132.91 $7,040,196.51 $6,915,526.34 $6,871,233.51 $6,790,837.86 $6,920,664.93 $7,136,759.24 $6,969,816.56 $6,940,408.07 $6,922,4 18.42 $6,798,735.51 $6,772,421.51 $6,802,699.24 $7,174,482.82 $6,895,651.22 $6,985,720.80 $7,030,590.40 $6,787,774.12 $7,088,907.25 $7,147,756.52 $7,051,702.55 $6,595,943.14 $6,853,929.13 $7,124,481.00 $6,955,730.54 $6,811,680.20 $6,997, 857.68 $6,692,310.68 $6,789,160.65 $7,113,234.76 $6,709,445.36 $7,155,840.79 $6,891,118.50 $6,821,476.37 $6,825,452.20 $7,009,638.58 $6,912,788.70 $7,138,256.54 $6,822,482.73 $6,812,110.94 $6,837,358.57 $6,919,812.62 $6,782,213.11 $6,826, 373.08 $6,961,734.43 $7,004,304.42 $6,857,855.33 $6,723,856.27 $6,918,026.40 $7,070,192.12 $6,633,525.87 $6,844,633.51 $7,064,455.48 $6,772,969.00 $7,059,105.45 $6,831,875.12 $7,047,441.76 $6,802,144.20 $6,718,480.78 $7,187,680.76 $6,955 ,182.14 $7,017,570.03 $6,982,490.30 $7,194,956.44 $6,924,786.11 $7,008,154.22 $7,073,011.20 $6,914,780.30 $7,143,407.04 $7,121,876.56 $7,078,098.30 $6,869,615.01 $6,855,288.81 $7,072,504.38 $6,775,362.74 $7,139,684.57 $6,974,591.40 $6,839 ,525.57 $7,113,079.63 $6,856,172.62 $6,732,353.03 $7,091,510.94 $7,237,190.04 $6,970,282.09 $7,053,312.42 $7,069,331.95 $7,038,068.15 $6,778,150.03 $6,826,938.74 $7,044,047.51 $7,045,608.88 $6,842,797.37 $6,521,013.07 $7,116,439.32 $6,97 1,457.41 $6,756,229.34 $6,904,694.19 $6,899,318.32 $7,121,673.97 $7,054,493.05 $6,822,674.68 $6,888,282.29 $6,906,351.67 $7,078,590.63 $7,050,275.71 $7,090,651.85 $6,932,193.18 $6,573,042.36 $6,839,761.37 $6,975,626.39 $6,960,567.99 $6,9 40,323.51 $6,771,111.58 $6,847,663.84 $7,063,064.57 $6,767,559.24 $7,022,646.56 $6,979,379.66 $7,093,855.68 $6,943,568.87 $7,225,332.36 $6,648,858.16 $6,692,419.19 $7,250,591.46 $6,815,460.87 $6,933,180.90 $7,163,425.23 $6,792,652.02 $6,8 57,541.19 $6,919,312.99 $7,098,533.52 $7,004,093.16 $7,096,145.31 $7,060,927.01 $7,218,738.05 $7,258,091.45 $7,009,201.98 $6,922,099.91 $7,086,341.74 $6,757,337.12 $6,884,213.79 $7,045,252.16 $6,964,152.78 $7,067,036.94 $6,795,539.96 $6, 922,742.68 $6,843,906.85 $6,726,326.09 $7,030,843.84 $7,015,026.85 $7,105,899.26 $6,902,469.92 $7,096,385.11 $6,907,061.33 $6,939,446.02 $7,152,083.78 $6,895,965.06 $6,962,397.82 $7,001,474.12 $6,807,562.19 $6,945,295.17 $6,818,736.72 $6, 984,431.58 $7,044,831.80 $6,946,556.48 $6,988,605.87 $7,193,198.01 $6,971,730.81 $6,959,170.93 $6,967,842.60 $7,001,718.46 $6,893,015.51 $7,036,914.75 $7,192,064.34 $6,822,353.33 $7,019,488.89 $7,065,642.63 $7,289,720.60 $6,867,752.45 $7 ,042,944.54 $7,011,179.06 $7,169,376.67 $6,923,946.07 $7,328,236.58 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$6,892,264.47 $6,624,289.02 $6,740,150.69 $6,890,675.03 $6,920,068.41 $7,256,245.22 $6,731,344.97 $6,942,988.53 $6,802,575.30 $6,947,219.42 $6,798,498.63 $7,138,489.05 $7,263,719.27 $6,862,661.96 $6,883,072.21 $6,853,512.85 $6,830,795.27 $7,075,538.95 $6,799,244.90 $6,706,472.61 $6,830,336.10 $7,167,217.87 $7,041,176.57 $6,705,130.60 $6,664,913.57 $6,931,680.78 $7,038,722.42 $7,059,995.09 $7,135,847.75 $7,025,180.63 $6,665,470.61 $6,913,567.79 $7,171,559.49 $6,793,840.35 $6,922,638.89 $6,977,314.17 $6,999,178.93 $6,890,675.13 $7,159,339.18 $6,926,462.00 $7,015,828.83 $6,532,261.29 $7,128,209.20 $6,956,194.42 $6,784,167.35 $6,674,575.95 $6,783,772.44 $7,036,334.09 $6,844,225.12 $6,888,653.33 $6,910,011.98 $7,286,706.44 $6,885,308.16 $7,028,701.68 $6,925,677.84 $7,201,799.27 $7,061,904.30 $7,313,154.17 $6,814,359.00 $6,908,271.83 $7,047,568.03 $6,991,452.55 $6,994,003.58 $6,857,096.06 $6,980,405.16 $6,989,285.00 $6,846,349.49 $6,874,537.56 $7,006,078.18 $7,221,469.09 $7,029,391.63 $7,129,575.14 $6,748,491.12 $6,581,298.65 $6,512,787.61 $6,991,531.12 $6,940,635.0 8 $6,683,768.70 $6,840,578.72 $6,823,652.88 $6,890,685.63 $6,778,279.23 $6,964,959.72 $6,809,961.38 $7,010,107.65 $7,174,062.30 $6,930,461.02 $7,133,408.51 $6,639,452.56 $6,769,599.90 $6,868,606.98 $6,786,215.50 $6,893,366.49 $6,991,885.3 9 $6,879,747.80 $6,967,043.78 $7,042,895.26 $7,081,897.75 $6,957,840.82 $6,779,539.50 $6,813,069.20 $6,899,186.55 $6,903,173.45 $6,769,385.98 $7,248,209.89 $6,857,930.18 $6,792,583.64 $6,869,972.74 $6,923,260.30 $7,151,539.29 $6,936,455. 42 $6,720,079.43 $6,932,295.60 $7,029,340.32 $6,865,514.73 $6,798,136.69 $6,558,538.94 $6,779,294.12 $6,905,159.76 $6,927,100.43 $6,988,784.21 $6,797,955.58 $6,924,694.92 $7,049,781.01 $7,360,559.48 $7,019,759.10 $7,284,724.88 $7,028,459. 38 $7,245,391.84 $7,140,678.67 $7,050,422.41 $6,856,449.12 $6,589,359.11 $7,100,184.26 $7,075,999.23 $6,999,528.80 $7,170,102.06 $6,844,050.05 $7,171,787.14 $7,297,804.37 $6,939,024.28 $7,055,266.60 $6,906,125.08 $6,925,662.70 $7,467,976 .54 $6,985,681.91 $6,799,630.07 $6,920,752.27 $6,964,312.83 $6,859,995.83 $6,867,529.51 $6,993,983.23 $6,989,441.47 $6,957,549.94 $6,956,500.98 $6,824,863.85 $7,013,798.36 $6,969,780.49 $6,910,535.24 $6,689,723.42 $7,163,570.77 $6,642,558 .54 $6,939,220.01 $7,165,328.58 $7,019,795.67 $7,021,424.53 $6,804,793.71 $7,137,598.61 $6,819,788.21 $6,817,283.32 $7,119,173.74 $6,810,790.93 $7,009,094.74 $7,105,387.88 $7,025,711.42 $7,014,841.73 $7,026,211.33 $6,992,329.30 $6,969,18 2.52 $6,730,355.50 $6,828,528.73 $6,728,917.21 $7,076,029.83 $6,994,966.11 $6,988,487.94 $6,951,748.98 $6,965,164.46 $6,878,935.48 $6,835,467.46 $6,805,353.18 $6,806,027.86 $7,180,717.10 $7,149,532.34 $6,860,185.67 $6,716,847.06 $6,839,14 8.01 $7,007,300.04 $6,831,079.67 $7,163,450.48 $7,168,376.40 $6,953,526.59 $6,707,054.33 $6,826,078.48 $7,238,373.42 $6,918,135.37 $6,905,267.69 $7,075,637.09 $7,090,495.58 $6,856,133.04 $6,933,802.74 $7,004,293.47 $6,742,214.75 $6,790,7 52.96 $7,059,451.59 $6,686,816.81 $6,670,359.40 $6,952,250.72 $6,785,283.25 $6,900,469.05 $6,878,935.48 $6,936,058.49 $6,853,839.91 $6,933,056.51 $6,822,331.89 $6,833,647.68 $6,826,618.68 $7,160,700.56 $7,193,641.06 $6,876,366.57 $7,123,5 79.60 $6,869,913.14 $7,156,196.48 $7,016,236.73 $6,823,956.11 $6,829,236.86 $6,732,590.10 $6,939,150.77 $6,963,695.12 $6,864,095.04 $6,766,093.71 $6,773,188.78 $7,121,073.87 $6,902,988.05 $7,144,429.16 $7,078,296.29 $7,229,207.21 $6,681, 165.31 $6,836,736.65 $6,840,979.76 $6,754,393.54 $6,948,455.74 $6,991,907.29 $7,313,475.28 $7,239,482.95 $6,998,182.64 $6,879,284.57 $6,900,022.10 $6,989,916.83 $6,709,575.67 $6,924,959.43 $6,739,150.59 $6,932,458.30 $7,105,899.26 $7,140 ,367.40 $7,027,176.51 $6,995,537.82 $7,068,376.51 $7,111,827.37 $6,993,133.25 $6,769,057.56 $7,025,088.46 $6,849,757.59 $7,068,754.56 $6,821,252.45 $6,770,555.14 $7,084,521.10 $6,567,158.22 $6,602,949.40 $6,986,900.17 $6,970,316.31 $7,080 ,087.41 $6,837,031.24 $7,218,940.07 $6,925,919.06 $6,753,650.10 $6,898,586.32 $7,073,626.87 $7,075,866.09 $7,068,004.72 $6,843,492.37 $6,756,594.90 $7,046,775.71 $6,804,810.98 $7,058,020.01 $6,911,283.36 $6,723,587.89 $6,761,570.72 $6,75 0,152.18 $7,249,824.63 $6,872,790.67 $6,913,833.23 $6,889,419.77 $7,134,299.73 $7,010,612.58 $6,654,028.22 $6,897,140.57 $6,923,087.55 $7,186,041.51 $7,172,734.44 $7,184,981.24 $6,954,687.25 $7,197,579.39 $7,031,508.62 $6,858,584.55 $6,78 2,598.64 $6,741,910.83 $6,926,617.71 $6,960,890.64 $7,068,001.72 $7,014,673.54 $6,915,890.02 $6,958,256.08 $6,817,781.97 $7,151,571.19 $6,720,921.41 $6,917,579.81 $7,034,072.47 $6,981,471.85 $7,005,775.32 $7,043,853.40 $7,127,839.64 $6,7 15,233.06 $6,808,836.64 $6,951,101.63 $6,836,175.51 $7,142,439.88 $6,792,764.64 $7,005,998.20 $6,783,960.01 $6,889,605.93 $7,257,878.64 $6,847,305.65 $7,062,093.91 $6,894,859.54 $6,954,210.21 $6,966,133.68 $6,708,179.43 $7,085,529.53 $6,8 75,210.71 $6,670,630.07 $6,579,838.85 $6,835,730.17 $6,937,581.52 $7,025,282.80 $7,092,822.38 $7,062,744.62 $6,933,947.14 $6,845,810.94 $6,914,293.70 $7,118,424.69 $6,787,255.30 $6,785,062.39 $7,013,458.25 $6,997,447.03 $6,932,472.51 $6, 758,281.79 $6,947,877.88 $7,064,770.14 $6,983,944.99 $6,832,070.46 $6,900,213.54 $6,960,123.77 $6,734,925.43 $7,141,599.32 $6,820,932.64 $6,641,323.76 $7,022,902.56 $6,774,146.74 $7,009,728.22 $6,757,031.74 $6,758,736.34 $6,876,913.35 $7, 047,856.46 $6,890,984.73 $7,015,828.83 $7,156,594.22 $6,842,313.04 $7,190,242.29 $6,876,423.47 $6,972,324.61 $6,646,393.58 $7,021,823.90 $6,684,886.98 $7,018,324.07 $6,917,520.24 $7,019,576.34 $6,849,751.41 $6,951,435.34 $7,014,187.71 $6 ,747,292.93 $7,178,035.96 $6,988,010.99 $6,910,697.32 $6,912,966.83 $6,956,888.08 $7,023,514.20 $6,904,035.59 $7,031,499.99 $6,785,894.94 $6,885,497.04 $7,038,827.58 $6,739,921.11 $6,732,716.29 $6,910,196.26 $6,741,781.87 $7,159,255.51 $6 ,834,469.24 $6,894,497.48 $7,082,824.23 $6,891,381.90 $7,084,815.35 $7,152,720.56 $6,645,160.90 $6,883,219.39 $6,892,737.30 $7,101,390.36 $6,785,515.89 $7,025,361.06 $7,186,917.69 $6,959,111.31 $6,678,886.09 $6,953,291.50 $6,582,365.73 $ 7,431,739.28 $7,056,737.07 $6,956,581.66 $7,041,166.26 $6,820,460.29 $6,598,602.97 $6,811,768.99 $6,956,041.82 $6,929,483.12 $7,081,908.32 $6,730,341.21 $6,642,274.78 $6,679,043.08 $6,700,256.24 $7,015,029.57 $6,832,396.32 $6,831,243.49 $7,150,701.28 $6,699,261.29 $7,107,197.20 $6,692,140.98 $7,269,591.53 $6,822,675.67 $7,022,920.70 $6,796,184.00 $7,161,873.05 $6,874,729.02 $7,116,678.25 $6,690,070.15 $7,193,246.96 $7,111,204.39 $6,846,598.64 $6,845,083.21 $7,508,952.53 $6,976,496.23 $6,992,177.91 $6,840,457.02 $6,791,307.59 $6,884,008.40 $6,996,601.56 $6,975,790.56 $6,937,047.93 $6,753,086.41 $6,772,812.94 $6,858,254.22 $7,182,226.50 $6,839,560.93 $7,016,395.77 $6,916,853.04 $7,035,763.22 $6,827,377.16 $6,875,005.39 $7,164,705.82 $7,121,198.93 $6,958,978.63 $6,979,245.04 $6,887,448.92 $6,814,827.98 $7,018,548.33 $7,422,379.30 $6,790,057.20 $6,775,676.38 $6,878,918.32 $6,991,130.54 $6,462,036.74 $6,657,540.41 $6,755,700.17 $7,151,514.66 $6,877,291.41 $7,168,393.95 $6,557,750.11 $6,991,614.64 $6,710,673.09 $7,210,787.56 $6,904,396.29 $7,050,043.98 $7,014,554.09 $6,830,569.04 $6,856,301.06 $7,199,429.07 $6,857,168.71 $7,005,788.47 $6,989,718.14 $6,813,361.86 $6,822,574.19 $6,592,522.16 $6,879,482.33 $7,077,287.95 $7,029,407.62 $6,874,567.95 $6,992,663.85 $7,292,891.70 $7,047,176.64 $6,758,692.38 $6,976,247.22 $6,701,028.90 $6,830,395.95 $6,904,439.42 $6,821,014.66 $7,035,838.10 $7,067,559.27 $6,957,099.16 $7,182,069.14 $6,973,308.22 $7,191,745.74 $7,199,151.19 $6,872,572.82 $6,951,531.14 $6,744,297.48 $6,628,550.32 $6,855,007.75 $6,983,027.84 $7,080,453.27 $7,053,536.25 $6,929,217.64 $6,946,862.36 $6,758,478.07 $6,904,802.60 $6,592,776.8 2 $7,296,538.71 $7,077,138.90 $7,099,076.31 $7,106,201.18 $7,270,123.63 $6,929,111.14 $6,760,563.89 $7,357,955.36 $6,908,038.84 $7,061,070.83 $6,751,007.77 $7,180,104.27 $7,030,448.81 $7,008,253.42 $6,962,865.25 $7,002,275.32 $6,819,004.4 4 $6,899,483.53 $6,807,395.19 $6,810,954.30 $6,835,458.35 $6,761,311.68 $6,797,379.01 $6,756,789.41 $7,054,633.12 $7,075,698.78 $6,916,730.47 $6,797,287.60 $6,734,998.45 $7,074,824.30 $6,880,798.29 $6,855,532.68 $6,928,039.48 $6,810,182. 13 $6,758,174.16 $6,696,331.54 $7,234,569.03 $7,043,136.80 $7,196,877.14 $6,895,169.25 $6,820,967.05 $7,020,560.26 $6,921,672.79 $7,045,607.42 $7,112,263.18 $6,903,336.80 $6,692,147.81 $7,241,898.13 $6,927,295.90 $6,773,889.99 $6,956,060. 28 $6,742,261.10 $6,812,805.73 $6,977,589.89 $6,830,844.70 $6,898,497.38 $7,032,739.89 $6,796,036.62 $7,100,535.50 $7,172,910.61 $7,096,103.61 $6,834,095.25 $7,026,847.96 $7,340,514.30 $6,544,895.88 $7,055,128.03 $6,889,206.04 $7,203,181 .23 $7,115,415.06 $6,811,246.02 $6,807,562.19 $6,982,713.72 $7,005,584.98 $6,810,801.30 $7,024,172.71 $7,141,067.61 $6,972,324.61 $6,815,107.67 $6,769,867.07 $6,978,121.50 $6,740,146.34 $7,050,379.27 $6,814,239.07 $7,168,403.75 $6,675,405 .75 $6,863,804.02 $6,811,698.99 $6,620,144.55 $6,730,619.99 $7,023,847.01 $6,881,821.91 $6,844,860.11 $6,718,167.09 $7,118,464.93 $6,781,823.26 $7,015,217.45 $6,746,752.28 $7,075,317.67 $6,736,498.12 $6,824,845.53 $6,898,569.90 $7,254,99 1.77 $7,162,506.62 $6,808,836.64 $6,816,815.31 $6,815,460.87 $6,914,628.73 $6,934,306.65 $7,128,777.16 $6,742,588.23 $6,974,294.57 $6,878,656.79 $6,810,907.19 $6,894,507.75 $6,778,515.81 $6,870,622.11 $6,831,213.05 $6,808,352.10 $6,775,7 35.92 $7,051,716.31 $6,829,659.83 $7,067,002.18 $7,124,738.85 $6,946,456.21 $6,644,441.41 $7,121,058.09 $6,925,321.80 $6,869,741.41 $6,883,021.87 $6,946,581.50 $6,952,703.51 $6,906,623.99 $6,941,289.92 $6,935,688.10 $6,930,243.67 $6,962,7 10.35 $6,928,505.33 $6,951,040.00 $6,904,081.22 $6,929,758.47 160,995.77 151,997.60 165,732.12 164,836.80 163,770.15 164,402.22 169,327.81 153,771.61 157,913.22 157,168.59 152,647.48

PAGE 181

181 Exp. 66 Exp. 67 Exp. 68 Exp. 69 Exp. 70 Exp. 71 Exp. 72 Exp. 73 Ex p. 74 Exp. 75 Exp. 76 $7,042,655.14 $7,194,092.04 $6,909,688.84 $6,776,575.40 $6,727,788.93 $7,169,804.82 $6,850,922.23 $7,065,874.89 $6,535,959.37 $6,969,106.84 $6,845,048.75 $7,258,582.08 $6,810,459.14 $6,901,654.93 $6,817,883.42 $7,034, 961.42 $7,077,925.54 $6,844,358.25 $7,228,783.83 $7,109,844.85 $6,952,106.78 $6,665,147.11 $7,273,806.74 $7,029,282.78 $6,841,058.00 $6,856,106.06 $6,955,167.23 $6,824,878.93 $6,977,442.67 $7,197,908.80 $6,823,753.87 $6,728,011.97 $6,747, 739.93 $6,959,807.56 $6,887,771.98 $6,533,353.99 $7,163,303.93 $6,943,823.26 $6,955,354.30 $6,848,865.97 $7,364,215.49 $7,002,610.33 $6,919,323.05 $7,066,641.72 $6,968,743.54 $7,076,621.47 $7,031,128.80 $6,934,918.58 $6,883,158.51 $6,888 ,261.63 $6,975,942.77 $7,098,365.17 $7,150,629.45 $7,560,685.33 $7,009,085.97 $6,972,446.39 $6,799,244.90 $6,702,667.90 $6,904,167.03 $6,743,470.89 $6,905,625.89 $6,805,741.72 $7,028,196.88 $6,899,483.53 $6,702,365.49 $6,735,353.88 $7,14 1,270.45 $6,830,545.76 $7,040,048.55 $6,737,463.01 $6,946,148.48 $7,152,776.65 $6,784,514.72 $7,371,384.43 $7,201,264.19 $6,988,150.98 $7,244,449.38 $6,959,773.57 $7,093,097.41 $6,675,988.20 $7,195,076.73 $6,972,610.65 $6,736,762.84 $6,92 9,722.01 $6,914,743.69 $7,311,134.35 $7,341,371.20 $6,807,301.21 $6,986,174.29 $6,738,146.12 $6,864,040.16 $6,893,050.80 $6,999,710.11 $7,568,275.68 $6,827,288.73 $7,123,922.88 $7,160,185.26 $6,749,643.91 $6,987,263.69 $6,841,998.13 $6,9 06,272.32 $6,736,375.04 $7,299,328.85 $6,863,803.52 $7,095,925.15 $6,953,452.03 $6,672,662.27 $7,019,295.13 $6,929,167.16 $6,832,875.85 $6,873,272.31 $6,980,078.24 $7,081,465.58 $6,746,482.20 $7,062,463.00 $6,935,943.69 $7,105,654.67 $7,0 93,901.83 $6,881,497.13 $7,300,951.00 $7,061,840.47 $7,183,635.74 $7,038,827.58 $7,155,586.22 $6,847,966.75 $6,765,444.36 $7,074,821.58 $6,987,018.94 $6,813,623.09 $7,036,907.23 $6,963,279.83 $7,381,343.44 $6,843,338.47 $7,090,192.12 $6, 818,983.19 $7,131,898.72 $6,942,958.00 $6,970,081.88 $6,936,708.86 $7,257,940.52 $6,916,707.55 $6,778,262.30 $6,759,114.27 $6,890,616.74 $6,944,754.09 $7,312,923.22 $6,564,129.15 $7,000,535.41 $6,987,770.35 $6,790,475.40 $6,751,491.32 $6, 952,624.57 $7,152,496.25 $6,707,955.64 $6,969,869.11 $6,975,580.26 $6,796,026.49 $7,290,592.14 $6,989,774.00 $6,827,018.13 $6,840,250.47 $6,786,089.28 $6,894,587.09 $6,901,237.30 $7,188,411.67 $6,952,935.41 $6,634,033.26 $6,899,046.33 $6 ,930,784.07 $6,982,878.94 $6,957,267.08 $6,705,773.80 $7,110,013.68 $7,241,089.87 $6,933,428.10 $7,057,692.19 $7,004,321.49 $6,974,266.00 $7,093,181.70 $7,133,287.63 $7,025,410.31 $7,028,604.45 $6,974,885.39 $7,089,226.97 $6,864,806.77 $6 ,937,377.96 $6,916,476.95 $6,820,250.00 $6,762,038.38 $7,030,889.40 $6,884,266.44 $6,964,604.58 $6,971,490.81 $6,735,647.65 $6,932,946.03 $6,743,322.59 $7,062,330.14 $6,997,518.64 $6,687,552.13 $6,970,222.12 $6,870,585.36 $6,840,539.51 $ 6,745,863.01 $6,988,611.55 $7,116,200.24 $6,946,995.11 $6,734,842.35 $7,212,698.93 $6,724,900.10 $6,740,985.93 $6,935,678.21 $6,875,702.30 $7,083,622.96 $6,799,048.81 $7,157,519.97 $7,135,350.33 $6,834,948.41 $6,797,955.58 $6,985,750.72 $ 6,805,784.77 $7,106,152.97 $6,829,006.67 $7,141,234.74 $7,141,229.10 $6,784,248.10 $6,975,823.53 $6,935,266.77 $6,898,733.60 $7,210,471.33 $7,049,209.76 $6,889,056.53 $6,954,432.16 $6,883,158.51 $7,047,222.55 $6,961,891.30 $7,163,571.03 $6,792,697.48 $7,060,204.66 $7,015,254.55 $6,934,095.77 $6,914,619.82 $7,004,988.76 $7,339,328.59 $7,008,101.35 $6,869,426.45 $7,005,597.40 $7,213,517.85 $6,736,094.25 $7,142,252.30 $6,932,002.90 $6,849,060.04 $6,555,416.80 $6,966,573.89 $6,823,581.69 $6,842,418.18 $7,182,780.24 $6,721,715.80 $6,946,504.72 $7,134,077.67 $6,941,589.39 $7,063,889.54 $6,639,023.31 $7,212,055.73 $6,963,710.65 $7,197,360.48 $7,324,984.57 $7,049,572.38 $7,090,216.13 $6,593,280.52 $6,950,445.31 $6,877,465.24 $7,055,949.64 $6,638,898.08 $7,134,087.98 $7,161,403.14 $7,118,822.98 $6,887,663.14 $7,275,497.81 $6,828,349.20 $6,705,746.16 $6,804,128.96 $6,864,267.36 $6,992,982.26 $6,840,059.39 $7,138,966.25 $7,360,941.01 $6,858,558.85 $6,710,777.95 $6,724,535.50 $7,045,993.68 $6,955,145.76 $7,115,225.98 $6,892,650.18 $6,722,508.93 $7,049,206.91 $6,774,922.55 $7,008,241.69 $7,049,016.44 $6,647,832.71 $7,251,995.01 $7,066,401.23 $6,894,668.29 $6,844,269.46 $6,879,844.98 $6,639,908.66 $6,904,233.42 $7,083,702.34 $6,513,992.52 $6,840,274.51 $7,116,988.35 $7,154,983.99 $7,201,958.11 $6,926,600.89 $7,082,152.02 $6,804,932.62 $7,126,546.47 $6,989,348.20 $6,729,552.26 $7,076,167.46 $7,216,104.09 $6,988,375.4 6 $7,030,973.81 $6,661,395.65 $6,941,525.67 $7,139,055.28 $7,071,361.82 $6,795,299.95 $6,785,480.37 $7,081,183.03 $7,042,126.06 $6,829,096.67 $7,055,259.68 $6,962,421.26 $7,061,125.88 $7,037,895.68 $6,919,186.34 $6,650,897.38 $6,786,672.9 0 $7,196,971.20 $6,960,593.43 $6,980,679.64 $7,087,314.10 $7,019,503.24 $7,201,178.45 $7,191,420.91 $6,892,933.31 $6,642,698.56 $7,241,781.11 $6,976,951.90 $7,015,986.45 $7,137,087.97 $6,842,053.89 $7,025,117.01 $6,778,682.61 $7,454,243. 86 $7,266,858.30 $7,242,478.44 $6,877,000.22 $7,017,511.08 $6,825,933.69 $6,766,977.12 $6,787,526.43 $6,738,372.39 $7,147,750.59 $6,960,385.92 $6,988,196.55 $6,701,983.46 $7,020,645.25 $6,956,820.47 $7,024,890.10 $6,865,285.73 $6,835,553. 33 $7,006,826.92 $6,896,501.11 $6,956,439.31 $7,015,819.35 $6,748,303.08 $6,598,878.33 $7,131,175.59 $7,154,425.14 $6,938,155.57 $7,025,483.49 $7,198,423.16 $6,809,201.79 $7,005,511.40 $6,925,496.27 $6,704,460.85 $7,073,089.02 $6,962,844 .88 $6,689,588.15 $6,765,333.98 $6,726,527.52 $6,896,455.02 $6,841,479.14 $6,860,355.54 $6,664,965.93 $6,998,328.31 $6,595,482.18 $6,865,391.29 $7,164,762.51 $6,757,800.19 $6,733,950.76 $6,795,748.70 $6,848,196.60 $7,203,934.91 $6,722,220 .16 $6,860,147.77 $7,331,990.37 $6,902,704.64 $7,060,475.46 $6,965,426.92 $6,980,776.79 $6,787,456.61 $6,870,228.89 $6,806,506.95 $6,936,606.06 $6,622,989.39 $6,967,839.48 $6,902,150.78 $6,714,193.87 $6,972,423.35 $7,134,108.44 $7,333,30 7.14 $6,943,780.36 $6,901,237.30 $7,110,793.66 $6,796,126.36 $6,987,188.93 $7,249,148.95 $6,938,291.40 $6,976,146.30 $7,118,120.48 $6,991,801.45 $6,605,716.79 $6,932,793.77 $6,733,174.61 $6,639,143.23 $6,763,632.54 $6,802,191.04 $6,850,98 3.08 $6,852,523.84 $6,919,812.62 $7,038,047.64 $6,823,808.49 $7,110,869.20 $7,042,745.59 $6,760,939.10 $6,989,846.62 $6,911,333.80 $6,756,359.71 $7,051,836.84 $6,536,232.86 $6,984,700.15 $6,922,461.46 $7,168,016.99 $6,727,436.50 $6,830,0 21.28 $6,685,648.33 $6,957,062.89 $7,120,399.08 $6,905,097.70 $6,972,850.79 $6,790,975.28 $7,051,144.43 $6,785,894.94 $7,262,787.74 $7,150,962.18 $6,984,834.86 $7,064,751.69 $7,022,663.04 $7,140,293.00 $6,771,089.72 $7,193,114.71 $7,068, 113.28 $6,568,822.37 $6,903,360.32 $6,863,996.46 $7,024,752.92 $7,154,666.82 $6,941,506.44 $6,702,702.09 $7,214,016.70 $7,126,069.72 $6,796,052.69 $7,126,546.47 $6,919,366.24 $6,998,341.26 $7,065,321.76 $6,982,605.85 $7,110,430.14 $6,886, 931.90 $7,186,395.42 $7,008,466.96 $6,894,816.41 $6,907,171.66 $6,911,738.29 $6,755,330.10 $6,711,301.95 $7,006,606.47 $6,842,576.62 $7,056,515.66 $7,152,107.40 $6,891,478.56 $7,027,213.64 $6,914,128.90 $6,816,554.78 $6,612,767.41 $6,939 ,832.39 $6,891,760.94 $6,864,007.04 $6,892,812.97 $6,789,988.31 $7,260,414.13 $7,073,787.61 $7,132,047.27 $7,096,590.42 $6,972,738.82 $7,072,902.94 $6,968,875.80 $7,003,789.42 $6,769,659.50 $6,849,563.22 $6,766,496.71 $6,855,032.17 $6,735 ,163.23 $7,159,949.17 $6,874,570.68 $6,861,473.00 $6,701,877.41 $6,587,422.72 $6,810,037.68 $6,780,664.51 $7,050,850.13 $6,656,360.53 $7,030,153.74 $6,797,696.95 $6,885,848.88 $7,015,819.35 $7,082,762.52 $6,839,189.84 $7,123,523.88 $6,74 6,074.65 $6,747,777.42 $7,020,084.29 $6,796,915.73 $7,074,522.52 $6,708,113.22 $6,648,708.21 $7,102,195.92 $7,110,793.66 $6,966,126.71 $6,873,489.51 $7,105,504.47 $7,009,206.61 $7,024,340.70 $7,103,279.09 $7,134,261.22 $7,064,769.37 $6,81 2,582.38 $7,081,838.72 $6,607,896.50 $6,946,225.44 $6,746,294.31 $6,916,261.80 $7,179,635.74 $6,994,062.80 $6,911,186.28 $6,934,522.12 $6,942,139.58 $6,950,662.11 $7,086,452.26 $7,087,814.00 $6,999,943.95 $6,831,342.27 $6,990,152.77 $6,6 33,339.43 $6,993,782.86 $6,669,901.96 $6,892,261.78 $7,013,845.89 $6,721,617.41 $6,751,228.75 $7,077,206.29 $6,858,295.59 $7,401,966.01 $6,922,845.46 $6,894,206.16 $7,024,720.53 $6,974,079.25 $6,914,706.95 $6,858,508.51 $6,937,172.49 $7,2 09,658.95 $6,905,643.29 $6,988,255.11 $6,683,147.46 $7,309,281.65 $7,074,315.48 $7,187,572.78 $7,033,246.46 $6,717,657.30 $6,738,614.13 $6,897,206.04 $7,096,244.34 $6,629,475.33 $6,716,387.50 $6,703,539.21 $7,100,924.29 $6,869,004.48 $7, 011,939.50 $7,290,847.53 $6,941,893.32 $7,009,878.55 $6,996,357.77 $7,106,480.60 $7,260,499.04 $6,872,965.91 $7,236,007.90 $6,962,069.21 $6,866,692.08 $7,423,720.21 $7,028,087.96 $7,039,756.29 $6,857,803.62 $6,696,662.00 $7,022,760.01 $6, 979,379.66 $6,971,307.17 $7,155,387.58 $6,787,481.83 $7,176,256.59 $6,998,151.08 $6,824,617.06 $6,660,537.44 $6,929,724.07 $6,906,035.25 $6,809,244.77 $7,084,317.21 $7,056,652.37 $6,898,048.28 $6,909,789.21 $6,911,014.59 $6,572,751.43 $7 ,015,186.51 $6,845,978.75 $7,054,199.49 $6,940,387.97 $6,802,542.40 $6,997,067.17 $7,070,859.33 $6,956,856.63 $7,142,255.09 $7,180,870.40 $6,529,485.52 $7,299,503.24 $7,036,196.41 $7,120,357.09 $6,957,305.50 $6,867,615.13 $6,572,305.68 $ 6,925,770.18 $6,710,728.08 $6,965,096.91 $6,966,945.93 $6,778,013.01 $6,605,038.36 $6,901,537.54 $7,081,644.18 $6,930,997.69 $6,901,396.27 $6,973,481.74 $6,988,246.81 $6,982,639.56 $6,799,687.16 $6,953,367.25 $6,748,387.50 $7,040,635.56 $ 7,207,630.53 $7,021,874.91 $6,972,414.81 $6,726,769.11 $6,907,090.07 $6,881,947.37 $7,194,219.55 $7,018,050.65 $7,005,291.03 $6,959,681.20 $6,853,269.18 $6,869,690.04 $6,861,857.68 $7,061,495.50 $6,993,015.02 $7,121,316.53 $6,999,465.88 $7,006,017.25 $7,006,920.82 $6,732,179.45 $7,178,430.90 $6,995,436.89 $6,796,724.84 $7,070,772.23 $6,985,707.52 $6,848,869.73 $6,857,067.96 $7,126,154.19 $6,725,251.53 $7,043,647.52 $6,561,029.24 $7,056,968.04 $6,730,543.36 $6,852,909.13 $6,865,871.80 $7,116,330.92 $7,022,565.84 $6,843,460.06 $7,036,462.32 $6,889,401.62 $6,727,531.63 $6,748,755.16 $6,822,951.41 $7,236,410.41 $6,904,520.19 $6,943,160.79 $6,964,380.80 $7,147,102.07 $6,758,635.60 $6,702,180.73 $6,901,005.55 $6,867,885.95 $7,080,655.03 $6,973,417.59 $6,881,564.49 $6,808,555.80 $6,945,053.28 $6,824,061.19 $7,200,837.56 $6,948,044.35 $7,078,827.55 $6,533,353.99 $6,978,445.94 $7,244,768.64 $7,052,386.05 $7,035,575.01 $7,138,338.74 $6,974,984.76 $6,781,865.04 $7,086,496.04 $7,206,116.49 $7,004,398.58 $7,029,775.23 $6,868,283.45 $7,288,760.45 $6,892,441.22 $6,773,188.78 $6,825,890.83 $6,670,707.67 $6,914,514.47 $7,244,157.16 $6,917,694.55 $7,044,914.24 $7,087,894.48 $7,265,278.37 $7,158,678.10 $6,970,634.68 $6,675,458.70 $6,903,462.58 $6,967,774.76 $7,112,897.86 $6,925,636.51 $6,876,383.34 $7,092,625.19 $7,194,370.48 $6,841,168.71 $6,882,000.03 $6,858,691.05 $6,997,527.12 $7,188,263.66 $7,008,878.17 $6,913,272.12 $6,927,571.47 $6,822,956.17 $7,058,830.76 $6,903,039.07 $6,500,878.78 $7,117,565.84 $6,812,126.43 $7,189,251.10 $6,745,397.51 $6,889,579.79 $6,821,252.45 $6,867,097.25 $7,099,290.77 $6,822,733.55 $7,018,188.43 $6,851,825.84 $6,880,171.1 1 $7,155,826.22 $6,850,620.06 $6,705,313.02 $7,053,753.06 $6,856,106.06 $6,749,490.38 $7,091,148.13 $7,009,515.70 $6,969,962.05 $6,866,520.02 $7,194,577.82 $7,165,376.32 $6,815,332.45 $6,920,234.68 $6,670,924.17 $7,138,359.33 $6,744,744.7 1 $7,174,972.58 $6,786,373.07 $6,826,166.97 $6,747,140.53 $7,330,185.63 $6,836,090.44 $6,781,080.89 $6,847,663.84 $6,826,196.93 $6,588,516.59 $6,979,044.95 $7,405,131.40 $7,293,808.06 $7,072,431.99 $6,776,503.41 $7,058,622.03 $6,755,345. 64 $6,904,782.26 $6,821,143.38 $6,797,068.03 $6,964,966.37 $6,924,476.49 $6,996,823.30 $6,721,008.20 $7,036,045.63 $7,096,650.44 $7,190,682.39 $7,012,893.08 $7,083,299.77 $7,093,945.69 $6,965,731.42 $7,079,320.77 $7,303,450.39 $7,000,135. 23 $6,872,183.01 $7,232,201.63 $7,270,459.65 $7,124,151.17 $6,821,341.93 $7,173,926.66 $6,963,777.62 $7,123,875.45 $6,639,605.41 $7,145,078.59 $6,820,065.74 $6,860,637.21 $6,918,238.64 $6,875,697.70 $7,117,923.28 $6,990,487.35 $7,164,631 .14 $7,188,281.84 $6,919,691.88 $6,860,134.83 $6,764,391.66 $6,522,784.01 $6,729,157.64 $6,878,559.46 $7,022,567.79 $6,884,111.74 $7,379,191.68 $6,916,829.84 $7,004,970.39 $6,785,590.81 $6,989,895.18 $7,255,034.78 $6,961,585.05 $7,053,04 1.76 $6,802,957.46 $6,950,206.43 $7,140,641.48 $6,823,832.57 $7,091,073.95 $6,856,834.07 $6,914,107.15 $6,942,776.70 $6,819,373.14 $6,793,148.82 $6,903,444.48 $6,887,031.53 $6,953,548.30 $6,858,054.37 $6,988,024.35 $7,072,690.52 $6,778,24 9.29 $7,040,377.00 $6,724,941.07 $7,037,621.36 $6,849,529.72 $6,991,839.43 $7,227,274.06 $6,911,387.12 $6,908,489.39 $7,099,272.02 $6,817,458.77 $6,846,066.16 $6,964,339.49 $6,867,554.12 $6,706,194.48 $6,834,373.84 $6,702,325.27 $6,678,9 19.68 $7,114,639.63 $6,869,764.63 $7,041,987.18 $6,937,691.44 $6,753,907.87 $6,960,527.47 $6,755,529.01 $6,995,683.84 $6,964,213.38 $7,293,989.92 $6,824,853.81 $6,752,534.11 $6,866,814.61 $6,890,180.39 $6,620,039.55 $6,780,871.48 $6,703,4 03.97 $7,132,478.63 $6,855,717.95 $6,723,055.92 $7,072,804.93 $6,697,337.17 $6,995,178.52 $6,658,139.25 $6,856,037.12 $7,087,696.63 $6,983,539.89 $6,895,362.16 $6,888,843.01 $6,806,327.70 $6,812,971.16 $6,898,472.39 $6,791,093.28 $7,344, 855.33 $7,031,195.67 $7,126,963.28 $6,982,823.00 $7,160,236.43 $7,262,471.34 $6,665,802.04 $6,809,329.58 $6,707,909.98 $6,980,036.04 $6,892,152.38 $6,732,448.22 $7,175,998.14 $7,223,528.73 $6,918,855.82 $6,800,087.88 $6,980,616.94 $6,820, 548.91 $6,921,739.16 $7,059,236.38 $6,748,296.63 $6,839,609.89 $6,828,049.54 $6,735,777.54 $7,074,389.19 $6,991,499.05 $7,113,391.74 $6,752,851.31 $7,075,178.81 $6,617,052.56 $7,060,962.82 $6,820,746.65 $7,060,234.91 $6,973,381.40 $6,955 ,646.92 $6,672,518.24 $6,511,883.91 $7,070,067.21 $6,983,009.66 $7,152,543.31 $7,203,749.53 $6,842,400.52 $6,917,740.82 $6,862,570.67 $7,170,177.06 $6,839,811.08 $7,069,638.36 $7,286,211.35 $6,716,446.35 $6,997,422.94 $7,030,671.27 $6,859 ,128.38 $6,897,477.49 $7,243,886.75 $6,835,017.02 $6,614,279.21 $7,027,811.83 $6,898,030.90 $6,968,909.29 $6,951,778.17 $6,930,254.52 $6,838,576.88 $7,230,872.29 $7,124,088.44 $6,750,637.83 $6,716,766.53 $6,802,666.39 $7,106,870.87 $7,09 4,715.81 $6,584,432.97 $6,931,842.60 $7,174,574.08 $7,042,541.84 $7,190,948.83 $6,799,969.51 $6,887,466.22 $6,753,079.54 $6,901,056.65 $6,968,327.31 $6,839,295.49 $6,737,962.96 $6,864,528.38 $7,155,011.04 $6,937,757.17 $7,085,658.82 $6,79 4,266.11 $6,836,031.51 $6,837,405.29 $7,064,611.04 $7,090,484.62 $6,903,984.26 $6,808,332.74 $7,053,864.57 $6,542,497.19 $6,952,587.00 $6,706,557.64 $6,981,015.74 $6,901,118.48 $6,807,708.30 $7,054,548.24 $6,775,120.39 $6,840,852.23 $7,0 50,194.16 $6,771,616.29 $6,816,118.29 $7,041,925.90 $6,983,732.45 $6,844,766.57 $6,967,326.38 $6,749,431.00 $7,197,360.48 $6,905,405.33 $7,054,799.17 $7,241,563.40 $6,807,636.62 $6,951,390.07 $6,640,827.26 $7,077,094.83 $6,820,987.98 $6, 925,345.43 $7,022,713.92 $6,970,361.56 $7,239,396.32 $6,886,332.05 $6,798,687.71 $6,779,269.48 $6,989,401.36 $6,975,113.52 $6,615,689.69 $7,005,647.18 $7,039,575.82 $6,931,250.15 $6,697,291.29 $6,820,896.18 $6,926,953.50 $6,958,815.79 $7, 013,378.63 $7,006,603.56 $7,184,308.53 $6,771,267.85 $7,026,775.74 $7,225,027.45 $6,598,219.43 $6,757,000.45 $6,929,323.31 $6,841,894.92 $7,148,225.82 $6,744,990.48 $6,753,476.71 $7,072,084.52 $6,910,903.49 $6,542,208.23 $6,961,719.24 $6 ,908,631.77 $6,954,759.18 $6,973,669.81 $6,949,537.03 $6,952,204.99 $6,917,928.39 $6,945,812.92 $6,939,970.18 $6,956,903.17 $6,933,414.93 161,173.86 172,019.73 180,046.33 183,790.64 166,591.46 180,951.57 142,658.35 161,914.81 165,867.46 185,555.07 1 81,978.18

PAGE 182

182 Exp. 77 Exp. 78 Exp. 79 Exp. 80 Exp. 81 $6,872,438.28 $7,050,697.70 $7,222,311.82 $6,899,390.72 $7,179,215.80 $7,103,777.47 $6,679,703.88 $7,009,333.95 $6,782,280.66 $6,868,221.50 $6,917,858.43 $6,682,949.80 $6,698,862.44 $6,55 0,250.79 $6,618,848.65 $6,828,697.30 $6,787,836.96 $6,958,867.68 $6,939,651.58 $6,996,870.17 $6,987,188.93 $7,380,125.94 $7,027,213.64 $6,949,288.49 $7,085,231.93 $7,114,586.06 $6,871,159.40 $6,789,003.53 $6,777,035.95 $6,853,760.56 $6,967 ,833.84 $7,044,556.57 $6,682,335.19 $6,897,392.15 $6,889,719.63 $7,139,634.12 $6,543,981.44 $6,880,484.25 $6,948,424.86 $7,120,742.31 $6,874,600.52 $7,077,555.83 $6,776,552.55 $7,088,017.39 $7,069,735.51 $6,810,059.35 $7,128,446.76 $7,085, 820.25 $7,077,115.92 $7,035,599.36 $7,159,183.88 $6,555,545.83 $7,037,012.02 $7,059,175.66 $6,905,566.26 $7,289,865.34 $6,866,746.22 $7,264,452.53 $6,937,509.44 $6,910,682.37 $7,192,972.12 $6,789,077.69 $7,110,609.37 $6,768,888.14 $7,064,3 18.36 $7,062,016.90 $6,958,001.99 $6,890,804.10 $6,809,833.50 $6,983,634.55 $6,955,548.05 $7,267,633.44 $6,647,802.98 $7,011,138.73 $6,929,231.53 $6,834,120.89 $6,829,136.91 $6,882,619.78 $6,900,350.32 $6,966,947.44 $7,051,610.48 $6,729,29 3.23 $6,948,466.29 $6,911,249.96 $6,851,247.14 $6,739,100.91 $6,851,226.51 $7,044,055.96 $6,873,529.28 $6,791,824.56 $6,817,352.56 $7,107,158.12 $6,771,719.11 $7,139,000.28 $6,984,318.44 $6,690,949.72 $6,975,407.02 $6,794,381.41 $7,041,863 .30 $6,809,885.91 $6,976,814.18 $6,923,226.13 $6,622,612.35 $6,984,123.82 $6,920,617.22 $6,714,112.76 $6,750,998.08 $7,084,317.21 $6,904,794.62 $6,670,395.12 $7,056,636.29 $7,114,762.78 $7,146,928.13 $6,991,605.09 $6,805,386.31 $6,954,481. 46 $7,145,247.82 $7,070,450.47 $7,022,327.01 $6,980,865.87 $6,845,382.61 $7,071,928.39 $6,678,812.68 $6,660,106.83 $7,022,565.84 $6,719,044.50 $6,727,531.63 $6,950,154.10 $6,820,482.39 $6,909,716.83 $6,593,015.05 $6,865,722.92 $7,283,568.4 1 $6,519,120.93 $7,207,877.87 $6,979,721.67 $7,125,602.30 $6,702,825.52 $7,141,111.89 $6,847,258.72 $6,996,256.74 $6,738,344.94 $6,962,749.29 $6,977,958.22 $7,360,941.01 $6,961,042.67 $6,882,062.82 $6,855,797.06 $6,814,437.36 $6,952,054.41 $7,041,408.42 $7,005,681.79 $7,067,262.31 $6,881,979.38 $7,037,677.85 $6,870,788.33 $6,964,075.26 $7,069,445.11 $6,789,058.13 $7,136,097.07 $6,984,554.95 $7,015,562.17 $6,631,674.60 $6,916,353.71 $6,958,148.80 $7,101,031.35 $6,629,678.10 $6,914,893.94 $6,890,795.69 $6,909,503.55 $6,840,015.76 $7,037,506.88 $6,844,339.88 $6,945,274.49 $7,003,643.36 $7,179,112.08 $6,907,395.61 $6,934,340.08 $7,004,749.31 $6,998,754.39 $6,899,118.27 $7,184,207.84 $7,144,119.79 $7,131,481.37 $6,784,401.85 $7,041,539.41 $7,059,347.03 $7,102,886.15 $7,091,194.59 $6,982,509.07 $7,402,069.71 $7,267,633.44 $6,548,657.19 $6,709,847.09 $6,531,924.49 $6,972,361.38 $7,015,195.02 $6,764,662.43 $6,685,326.47 $6,969,692.34 $7,048,612.76 $ 6,967,114.26 $7,117,817.72 $6,750,971.05 $7,016,448.59 $7,142,661.40 $7,010,859.88 $7,046,553.36 $7,090,248.05 $7,020,122.42 $6,720,039.23 $6,528,993.58 $6,709,582.89 $7,063,802.85 $6,914,816.62 $7,055,786.92 $7,278,874.53 $6,890,471.98 $7 ,109,844.85 $6,877,306.34 $6,939,125.58 $7,012,065.22 $6,850,718.65 $6,937,625.14 $6,681,097.30 $6,767,487.93 $6,864,637.09 $6,728,287.03 $6,896,212.18 $6,981,885.47 $6,779,072.15 $6,947,354.51 $6,951,432.67 $6,699,240.88 $6,479,380.02 $6, 828,455.54 $7,185,348.32 $7,224,982.09 $7,081,263.50 $7,014,287.69 $6,998,845.35 $7,418,403.71 $7,011,898.84 $6,794,431.47 $7,123,136.36 $6,965,491.07 $6,786,347.43 $6,996,132.56 $6,922,757.41 $6,782,350.17 $6,903,416.13 $6,846,617.89 $6,7 76,497.97 $6,981,434.58 $7,089,247.18 $7,089,762.32 $6,952,071.52 $6,868,184.96 $7,030,619.06 $6,911,826.47 $6,929,826.91 $6,782,664.16 $7,264,693.53 $6,996,313.86 $6,925,686.75 $6,862,901.28 $6,969,955.40 $6,799,234.75 $6,936,477.03 $6,78 5,137.78 $7,068,246.64 $6,833,492.06 $6,989,973.13 $6,864,789.19 $6,955,505.04 $6,940,979.94 $7,089,291.71 $6,934,503.25 $7,021,309.98 $6,998,347.93 $7,254,130.31 $7,016,818.16 $6,766,635.93 $6,780,338.90 $7,045,467.35 $6,982,031.30 $6,898 ,007.82 $6,393,681.35 $6,928,873.18 $6,744,272.38 $7,001,008.97 $7,235,217.72 $6,822,154.53 $6,755,497.79 $6,764,021.47 $6,851,739.53 $7,008,216.35 $7,106,352.36 $7,080,244.35 $7,168,991.81 $6,905,487.81 $6,908,682.25 $6,875,001.98 $7,009, 512.74 $7,059,237.70 $7,034,399.50 $7,017,395.54 $6,899,355.76 $7,162,765.59 $6,768,417.64 $7,070,461.16 $7,002,911.62 $7,127,027.54 $6,732,089.13 $6,881,042.94 $7,043,985.97 $6,964,132.76 $7,083,289.56 $7,011,820.27 $7,078,761.69 $7,236,8 77.78 $6,883,409.48 $7,117,905.62 $7,043,915.07 $7,037,570.12 $7,006,551.06 $6,549,725.61 $6,925,496.27 $7,001,690.94 $7,002,759.18 $6,809,650.11 $6,794,679.62 $6,724,020.36 $7,015,254.55 $7,001,255.25 $7,141,239.51 $6,623,292.41 $7,104,52 9.78 $6,965,045.54 $6,834,818.76 $6,725,737.73 $6,834,062.80 $7,080,480.13 $7,088,406.39 $7,370,407.09 $6,929,766.15 $6,651,633.97 $7,049,615.13 $6,909,373.43 $7,083,641.65 $6,913,221.45 $6,958,027.80 $6,926,658.79 $7,018,304.88 $6,985,943 .51 $6,868,736.43 $7,029,929.60 $7,121,049.32 $6,934,133.21 $7,115,790.32 $6,902,299.76 $6,972,462.58 $6,790,695.27 $6,971,641.89 $7,034,890.36 $6,620,864.76 $6,981,338.48 $6,916,078.02 $7,112,933.29 $6,822,735.54 $6,892,313.61 $7,163,248. 99 $7,370,407.09 $6,984,305.98 $6,904,954.55 $6,859,977.51 $6,893,674.70 $7,069,153.16 $6,747,660.24 $6,952,250.47 $7,076,977.69 $6,761,828.98 $6,715,746.19 $6,914,558.87 $7,351,553.37 $6,927,546.68 $6,983,527.75 $7,159,559.82 $6,957,056.4 0 $6,832,308.57 $6,966,196.24 $6,926,736.70 $6,829,052.34 $6,894,115.26 $6,837,334.02 $7,056,077.15 $7,347,768.17 $6,917,579.81 $6,850,401.30 $7,263,058.34 $6,811,392.05 $6,840,059.39 $6,834,062.98 $6,772,223.06 $7,035,449.42 $6,997,314.37 $7,123,241.96 $7,096,422.05 $7,132,706.75 $6,745,081.34 $6,997,071.91 $6,946,917.42 $7,293,050.12 $6,929,308.37 $7,063,338.41 $7,028,362.67 $6,971,011.41 $6,716,500.54 $7,018,049.45 $6,887,031.53 $6,828,851.05 $7,034,956.31 $6,762,716.21 $7,003,294.37 $6,781,635.63 $7,016,484.81 $6,835,951.99 $6,798,552.29 $6,970,236.60 $6,858,466.60 $7,135,613.04 $7,088,364.25 $7,131,421.33 $6,805,202.76 $7,013,971.99 $7,025,671.03 $7,148,452.59 $6,806,067.74 $7,015,274.35 $7,316,344.90 $7,201,775.29 $7,023,514.20 $6,982,884.08 $7,098,315.45 $6,978,054.54 $7,292,120.41 $7,001,655.54 $6,960,252.79 $6,867,273.02 $6,933,139.69 $6,880,599.58 $6,888,602.31 $6,895,921.73 $7,068,837.18 $7,196,770.54 $7,045,458.24 $6,961,564.45 $ 6,885,316.61 $6,799,244.90 $6,787,348.73 $6,896,003.80 $6,953,601.13 $6,896,221.37 $6,609,219.58 $6,837,809.39 $6,825,680.18 $6,982,210.23 $6,892,935.55 $7,296,030.68 $6,807,481.14 $6,849,855.51 $7,149,297.23 $7,028,411.18 $6,981,017.43 $6 ,720,215.59 $6,965,518.71 $7,014,962.96 $6,801,659.72 $6,842,053.89 $6,736,053.82 $7,084,262.44 $6,839,327.13 $7,111,014.59 $6,821,402.12 $7,028,993.68 $6,894,316.59 $6,850,471.01 $7,066,085.02 $6,957,830.12 $7,021,199.23 $7,141,418.25 $6, 929,035.28 $6,807,461.62 $6,766,596.11 $6,902,642.12 $6,876,329.32 $7,017,570.03 $7,212,497.27 $7,119,345.08 $6,601,977.07 $6,964,499.91 $6,950,895.40 $6,939,351.52 $6,931,642.57 $6,946,567.06 148,349.10 178,693.82 180,855.33 140,242.04 165,551.88

PAGE 183

183 APPENDIX J SUMMARY OF SIMULATIO N OUTPUTS FOR CASE S TUDY #1 Inputs for Case Study No. 1 Outputs for Case Study No. 1 Exp ID Min W IP Bf (EQWU) Avg. Capacity Bf (#Machines / EQWU) Avg. Capacity Bf (#Workers / EQWU) Avg. Material Bf (#Trucks / EQWU) Average Throughput (Mean) Standard Deviation Average Total Duration (Mean) Standard Deviation Average Total Cost (Mean) Sta ndard Deviation Exp 1 1 0.8 0.8 0.8 0.37552 0.01514 335.40095 14.00551 $ 5,732,294.00 $ 177,523.89 Exp 2 1 0.8 0.8 1 0.37576 0.01400 335.24918 12.97009 $ 5,729,292.91 $ 152,392.80 Exp 3 1 0.8 0.8 1.2 0.37223 0.01463 335.85585 13.30027 $ 5,719,1 46.17 $ 169,305.08 Exp 4 1 0.8 1 0.8 0.37652 0.01568 334.21830 14.18189 $ 5,718,707.78 $ 174,774.66 Exp 5 1 0.8 1 1 0.37563 0.01548 335.28567 15.34335 $ 5,737,802.03 $ 188,454.27 Exp 6 1 0.8 1 1.2 0.37323 0.01560 337.02002 15.52299 $ 5,756,2 79.37 $ 167,650.42 Exp 7 1 0.8 1.2 0.8 0.37493 0.01523 335.49377 13.94347 $ 5,715,760.24 $ 193,240.56 Exp 8 1 0.8 1.2 1 0.37400 0.01556 337.73444 13.78985 $ 5,732,432.46 $ 140,884.76 Exp 9 1 0.8 1.2 1.2 0.37443 0.01468 335.55895 13.97310 $ 5 ,728,151.02 $ 177,533.15 Exp 10 1 1 0.8 0.8 0.35090 0.01309 364.89262 13.81363 $ 5,728,840.96 $ 161,303.67 Exp 11 1 1 0.8 1 0.35154 0.01280 364.56151 14.00723 $ 5,731,369.27 $ 169,352.97 Exp 12 1 1 0.8 1.2 0.35024 0.01350 367.33982 13.16633 $ 5,764,158.41 $ 168,374.01 Exp 13 1 1 1 0.8 0.34935 0.01385 366.84016 14.49984 $ 5,755,187.52 $ 176,441.86 Exp 14 1 1 1 1 0.34987 0.01340 365.32241 13.94046 $ 5,753,018.33 $ 138,349.64 Exp 15 1 1 1 1.2 0.35174 0.01442 364.15055 15.21851 $ 5 ,723,518.87 $ 188,163.38 Exp 16 1 1 1.2 0.8 0.35034 0.01163 364.43412 13.83399 $ 5,730,272.16 $ 162,600.91 Exp 17 1 1 1.2 1 0.35258 0.01645 363.10829 14.81008 $ 5,721,733.07 $ 158,778.85 Exp 18 1 1 1.2 1.2 0.35267 0.01430 365.03554 14.53497 $ 5,764,422.68 $ 163,747.20 Exp 19 1 1.2 0.8 0.8 0.32819 0.01424 399.35859 17.99256 $ 5,749,978.07 $ 189,099.43 Exp 20 1 1.2 0.8 1 0.33111 0.01326 396.10954 17.66753 $ 5,713,279.13 $ 183,709.27 Exp 21 1 1.2 0.8 1.2 0.33195 0.01358 396.03405 1 6.46777 $ 5,725,428.38 $ 171,094.38 Exp 22 1 1.2 1 0.8 0.33035 0.01410 396.38427 18.05970 $ 5,738,311.80 $ 184,329.98 Exp 23 1 1.2 1 1 0.32868 0.01208 399.81365 14.01563 $ 5,764,143.40 $ 140,505.20 Exp 24 1 1.2 1 1.2 0.33038 0.01253 396.8756 4 13.90841 $ 5,728,136.57 $ 137,421.45 Exp 25 1 1.2 1.2 0.8 0.32938 0.01477 398.33278 16.63256 $ 5,741,202.34 $ 161,673.31 Exp 26 1 1.2 1.2 1 0.33044 0.01432 397.26789 16.39184 $ 5,738,719.57 $ 171,385.41 Exp 27 1 1.2 1.2 1.2 0.32863 0.01269 399.33049 15.97718 $ 5,743,238.87 $ 168,346.56

PAGE 184

184 Exp 28 5 0.8 0.8 0.8 0.37195 0.01557 350.13261 15.44929 $ 5,727,670.19 $ 199,125.09 Exp 29 5 0.8 0.8 1 0.36667 0.01327 356.80389 12.49327 $ 5,776,253.60 $ 157,821.24 Exp 30 5 0.8 0.8 1.2 0.3690 4 0.01498 353.15952 15.21976 $ 5,748,011.44 $ 167,648.97 Exp 31 5 0.8 1 0.8 0.36745 0.01493 353.61316 13.75220 $ 5,771,651.67 $ 177,764.96 Exp 32 5 0.8 1 1 0.37070 0.01484 351.50095 13.82842 $ 5,728,830.21 $ 179,485.60 Exp 33 5 0.8 1 1.2 0.3 6992 0.01494 350.95637 13.59754 $ 5,703,005.70 $ 149,260.68 Exp 34 5 0.8 1.2 0.8 0.36920 0.01357 353.96574 13.56627 $ 5,762,115.24 $ 165,530.66 Exp 35 5 0.8 1.2 1 0.36998 0.01379 352.94470 14.42931 $ 5,731,124.81 $ 171,583.31 Exp 36 5 0.8 1. 2 1.2 0.36913 0.01403 354.36343 14.05685 $ 5,758,043.70 $ 172,774.76 Exp 37 5 1 0.8 0.8 0.34988 0.01547 378.45621 14.45078 $ 5,745,631.11 $ 161,597.24 Exp 38 5 1 0.8 1 0.34878 0.01609 378.51851 16.66972 $ 5,723,578.00 $ 186,343.85 Exp 39 5 1 0.8 1.2 0.34773 0.01286 378.76130 14.51733 $ 5,726,489.28 $ 176,647.34 Exp 40 5 1 1 0.8 0.34871 0.01485 377.25815 15.55325 $ 5,728,883.40 $ 152,354.89 Exp 41 5 1 1 1 0.34552 0.01377 380.91101 16.86921 $ 5,751,044.61 $ 174,262.94 Exp 42 5 1 1 1.2 0.35028 0.01394 376.36395 14.36854 $ 5,704,022.68 $ 179,832.66 Exp 43 5 1 1.2 0.8 0.34809 0.01443 378.94303 13.94122 $ 5,736,456.78 $ 145,161.70 Exp 44 5 1 1.2 1 0.34837 0.01630 379.29174 14.90419 $ 5,735,729.59 $ 165,621.00 Exp 45 5 1 1.2 1.2 0.34897 0.01377 378.19600 14.21278 $ 5,726,741.27 $ 157,600.30 Exp 46 5 1.2 0.8 0.8 0.32745 0.01523 409.77453 15.99017 $ 5,755,785.24 $ 174,298.07 Exp 47 5 1.2 0.8 1 0.32656 0.01520 412.44937 17.29062 $ 5,751,791.28 $ 174,416.39 Exp 48 5 1.2 0.8 1.2 0.32905 0.01671 410.40185 17.75155 $ 5,738,363.04 $ 164,768.40 Exp 49 5 1.2 1 0.8 0.32788 0.01440 410.79000 16.71458 $ 5,770,326.55 $ 166,885.56 Exp 50 5 1.2 1 1 0.32704 0.01375 411.06491 16.86134 $ 5,745,971.02 $ 179,359.18 Exp 51 5 1.2 1 1.2 0.32597 0.01173 412.08036 16.42529 $ 5,751,075.34 $ 173,943.12 Exp 52 5 1.2 1.2 0.8 0.32785 0.01425 408.54017 15.94635 $ 5,725,623.51 $ 180,129.84 Exp 53 5 1.2 1.2 1 0.32518 0.01208 410.47035 16.56248 $ 5,737,181.14 $ 186, 131.95 Exp 54 5 1.2 1.2 1.2 0.32894 0.01385 408.66899 15.09231 $ 5,708,898.50 $ 167,489.90 Exp 55 10 0.8 0.8 0.8 0.36070 0.01496 377.14969 13.52035 $ 5,738,436.80 $ 163,988.84 Exp 56 10 0.8 0.8 1 0.36109 0.01312 375.22775 13.46884 $ 5,707,128. 07 $ 152,205.26 Exp 57 10 0.8 0.8 1.2 0.36238 0.01404 376.95222 15.82459 $ 5,732,896.66 $ 168,993.29 Exp 58 10 0.8 1 0.8 0.35929 0.01364 376.63713 12.87975 $ 5,737,461.84 $ 159,812.00 Exp 59 10 0.8 1 1 0.36426 0.01219 373.77391 13.11958 $ 5, 723,121.20 $ 164,628.95 Exp 60 10 0.8 1 1.2 0.36075 0.01436 377.09579 15.63778 $ 5,736,542.15 $ 156,621.19 Exp 61 10 0.8 1.2 0.8 0.36111 0.01304 376.77912 14.85985 $ 5,740,215.29 $ 167,757.50 Exp 62 10 0.8 1.2 1 0.36017 0.01299 375.99865 14.2 3069 $ 5,748,772.91 $ 186,132.29 Exp 63 10 0.8 1.2 1.2 0.35899 0.01258 379.71179 14.42938 $ 5,765,711.35 $ 160,251.16

PAGE 185

185 Exp 64 10 1 0.8 0.8 0.34281 0.01391 400.91460 15.38344 $ 5,733,029.61 $ 169,744.14 Exp 65 10 1 0.8 1 0.34388 0.01421 399.72 689 16.92393 $ 5,712,905.31 $ 190,664.00 Exp 66 10 1 0.8 1.2 0.34498 0.01567 399.09990 16.43684 $ 5,713,829.71 $ 179,579.41 Exp 67 10 1 1 0.8 0.34123 0.01248 404.65427 14.35114 $ 5,747,314.24 $ 171,666.84 Exp 68 10 1 1 1 0.33899 0.01191 405. 72922 14.35895 $ 5,767,956.80 $ 172,925.96 Exp 69 10 1 1 1.2 0.34217 0.01342 403.18567 17.15734 $ 5,763,084.16 $ 162,203.84 Exp 70 10 1 1.2 0.8 0.34371 0.01397 399.99356 14.67060 $ 5,717,452.28 $ 174,350.80 Exp 71 10 1 1.2 1 0.34299 0.01452 399.98703 14.15803 $ 5,724,192.55 $ 156,584.06 Exp 72 10 1 1.2 1.2 0.34301 0.01508 400.39782 16.51376 $ 5,730,177.93 $ 180,449.56 Exp 73 10 1.2 0.8 0.8 0.32421 0.01368 431.32604 14.14625 $ 5,744,950.74 $ 164,437.98 Exp 74 10 1.2 0.8 1 0.3232 5 0.01356 431.02000 16.38311 $ 5,736,739.97 $ 177,992.37 Exp 75 10 1.2 0.8 1.2 0.32310 0.01274 430.12708 16.78295 $ 5,748,203.85 $ 179,979.82 Exp 76 10 1.2 1 0.8 0.32266 0.01349 431.68382 14.94465 $ 5,748,383.65 $ 172,323.24 Exp 77 10 1.2 1 1 0.32165 0.01422 431.06663 16.36271 $ 5,727,390.08 $ 179,175.33 Exp 78 10 1.2 1 1.2 0.32360 0.01399 429.58590 16.95889 $ 5,741,267.01 $ 165,062.17 Exp 79 10 1.2 1.2 0.8 0.32619 0.01318 427.68428 15.35223 $ 5,742,963.68 $ 170,291.89 Exp 80 1 0 1.2 1.2 1 0.32189 0.01354 432.43096 16.39070 $ 5,759,642.72 $ 156,872.17 Exp 81 10 1.2 1.2 1.2 0.32481 0.01322 430.89711 16.80884 $ 5,765,371.84 $ 167,624.04 0.34754 0.01404 383.26206 15.11776 $ 5,738,398.35 $ 169,340.68

PAGE 186

186 APPEN DIX K SUMMARY OF SIMULATIO N OUTPUTS FOR CASE S TUDY #2 Inputs for Case Study No. 2 Outputs for Case Study No. 2 Exp ID Min WIP Bf (EQWU) Avg. Capacity Bf (#Machine s / EQWU) Avg. Capacity Bf (#Worker s / EQWU) Avg. Material Bf (#Trucks / EQWU) Average Throu ghput (Mean) Standard Deviatio n Average Total Duration (Mean) Standard Deviation Average Total Cost (Mean) Standard Deviation Exp 1 1 0.8 0.8 0.8 0.40380 0.01726 353.14317 13.78904 $ 6,937,024.29 $ 161,770.96 Exp 2 1 0.8 0.8 1 0.40141 0.01712 354.01313 14.93821 $ 6,941,960.90 $ 188,763.29 Exp 3 1 0.8 0.8 1.2 0.40219 0.02030 353.44851 14.39984 $ 6,925,414.99 $ 165,018.57 Exp 4 1 0.8 1 0.8 0.40017 0.01626 354.81058 12.51941 $ 6,944,950.76 $ 166,693.22 Exp 5 1 0.8 1 1 0.4022 0 0.01729 352.92007 13.88178 $ 6,915,366.32 $ 148,788.79 Exp 6 1 0.8 1 1.2 0.39985 0.01731 356.43390 14.54914 $ 6,941,430.25 $ 178,327.48 Exp 7 1 0.8 1.2 0.8 0.40127 0.01842 354.38183 13.41916 $ 6,959,781.17 $ 157,704.87 Exp 8 1 0.8 1.2 1 0. 39958 0.01770 357.65212 12.11821 $ 6,980,103.48 $ 150,554.80 Exp 9 1 0.8 1.2 1.2 0.40196 0.01792 355.09127 12.14541 $ 6,939,232.29 $ 166,655.73 Exp 10 1 1 0.8 0.8 0.39238 0.01870 375.29716 14.82499 $ 6,943,220.70 $ 167,647.58 Exp 11 1 1 0.8 1 0.39054 0.01713 372.53007 12.15415 $ 6,934,079.56 $ 162,990.31 Exp 12 1 1 0.8 1.2 0.39281 0.01779 373.38884 14.66569 $ 6,935,045.88 $ 171,730.51 Exp 13 1 1 1 0.8 0.38643 0.01662 377.94705 15.14262 $ 6,974,318.92 $ 177,378.33 Exp 14 1 1 1 1 0.38833 0.01517 375.90190 12.51684 $ 6,960,510.41 $ 176,272.89 Exp 15 1 1 1 1.2 0.39437 0.01847 371.99588 14.89753 $ 6,929,571.25 $ 165,633.08 Exp 16 1 1 1.2 0.8 0.39239 0.01559 373.05049 12.73941 $ 6,963,036.73 $ 148,549.81 Exp 17 1 1 1.2 1 0.39286 0.01834 372.23624 13.94994 $ 6,938,028.78 $ 183,035.44 Exp 18 1 1 1.2 1.2 0.39148 0.01836 373.52767 14.21337 $ 6,913,935.93 $ 150,452.18 Exp 19 1 1.2 0.8 0.8 0.38011 0.01882 393.65996 15.54774 $ 6,946,252.75 $ 198,783.22 Exp 20 1 1 .2 0.8 1 0.38242 0.01959 394.12499 13.87782 $ 6,969,954.85 $ 166,564.57 Exp 21 1 1.2 0.8 1.2 0.37850 0.01730 395.31302 14.19140 $ 6,970,502.43 $ 174,153.28 Exp 22 1 1.2 1 0.8 0.38439 0.01890 392.36439 14.42925 $ 6,926,734.21 $ 167,766.22 Exp 23 1 1.2 1 1 0.38413 0.01765 392.95560 15.13487 $ 6,968,471.36 $ 171,328.90 Exp 24 1 1.2 1 1.2 0.38177 0.01668 391.06873 14.13501 $ 6,902,853.42 $ 161,509.65

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187 Exp 25 1 1.2 1.2 0.8 0.38007 0.01615 396.30583 14.72765 $ 6,949,645.44 $ 163,416.14 Exp 26 1 1.2 1.2 1 0.38383 0.01872 392.04786 15.11018 $ 6,941,166.94 $ 177,901.26 Exp 27 1 1.2 1.2 1.2 0.38150 0.01922 395.21932 15.30510 $ 6,942,042.71 $ 168,361.28 Exp 28 5 0.8 0.8 0.8 0.39629 0.01791 372.09324 13.98523 $ 6,959,223.33 $ 16 9,494.90 Exp 29 5 0.8 0.8 1 0.39718 0.01773 369.35208 15.73725 $ 6,920,861.50 $ 166,339.27 Exp 30 5 0.8 0.8 1.2 0.39767 0.01571 370.57542 13.44330 $ 6,921,804.33 $ 171,821.35 Exp 31 5 0.8 1 0.8 0.39378 0.01792 373.11108 14.81050 $ 6,964,206.93 $ 182,774.46 Exp 32 5 0.8 1 1 0.39696 0.01655 370.46028 14.07618 $ 6,923,739.60 $ 178,523.01 Exp 33 5 0.8 1 1.2 0.39851 0.01436 370.20934 14.82061 $ 6,897,602.55 $ 185,907.36 Exp 34 5 0.8 1.2 0.8 0.39584 0.01702 371.49326 13.19484 $ 6,934,8 72.16 $ 176,826.46 Exp 35 5 0.8 1.2 1 0.39656 0.01828 371.31826 12.14680 $ 6,938,544.99 $ 164,456.24 Exp 36 5 0.8 1.2 1.2 0.39910 0.02042 371.31772 20.60443 $ 6,928,497.44 $ 178,215.10 Exp 37 5 1 0.8 0.8 0.38714 0.01507 391.00743 14.08648 $ 6,951,325.90 $ 183,236.54 Exp 38 5 1 0.8 1 0.38924 0.01680 389.87995 16.59431 $ 6,949,722.48 $ 183,149.50 Exp 39 5 1 0.8 1.2 0.38791 0.01602 388.62203 13.89643 $ 6,941,033.47 $ 159,979.67 Exp 40 5 1 1 0.8 0.38636 0.01427 390.38724 12.29372 $ 6,926,711.76 $ 141,003.91 Exp 41 5 1 1 1 0.38634 0.01457 390.92571 12.90210 $ 6,928,146.00 $ 146,221.45 Exp 42 5 1 1 1.2 0.38748 0.01647 389.89024 14.32406 $ 6,938,148.40 $ 170,431.22 Exp 43 5 1 1.2 0.8 0.38544 0.01825 391.78162 15.37902 $ 6,946,245.89 $ 177,099.89 Exp 44 5 1 1.2 1 0.38892 0.01687 390.55666 13.05610 $ 6,963,462.66 $ 161,361.88 Exp 45 5 1 1.2 1.2 0.38872 0.01614 387.43730 13.29105 $ 6,915,646.89 $ 171,367.69 Exp 46 5 1.2 0.8 0.8 0.37649 0.01744 410.93267 16.9591 9 $ 6,958,091.18 $ 182,944.68 Exp 47 5 1.2 0.8 1 0.37760 0.01953 409.75588 17.35494 $ 6,929,656.19 $ 172,736.49 Exp 48 5 1.2 0.8 1.2 0.37693 0.01817 407.11547 16.06063 $ 6,910,732.79 $ 181,037.89 Exp 49 5 1.2 1 0.8 0.37613 0.01737 409.97817 14.70553 $ 6,922,335.04 $ 157,934.51 Exp 50 5 1.2 1 1 0.37489 0.01721 412.78082 16.00494 $ 6,973,334.33 $ 179,913.99 Exp 51 5 1.2 1 1.2 0.37686 0.01880 410.87613 17.01357 $ 6,956,825.86 $ 179,798.09 Exp 52 5 1.2 1.2 0.8 0.37749 0.01571 412.0 8633 13.53664 $ 6,960,178.16 $ 141,641.22 Exp 53 5 1.2 1.2 1 0.37527 0.01786 412.71661 14.29943 $ 6,953,034.63 $ 172,586.55 Exp 54 5 1.2 1.2 1.2 0.37908 0.01832 408.92937 14.08096 $ 6,927,457.03 $ 162,404.73 Exp 55 10 0.8 0.8 0.8 0.39077 0.0 1486 395.12119 13.22593 $ 6,946,581.50 $ 160,995.77 Exp 56 10 0.8 0.8 1 0.38993 0.01694 393.82067 14.39609 $ 6,952,703.51 $ 151,997.60

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188 Exp 57 10 0.8 0.8 1.2 0.38945 0.01412 393.01901 12.65106 $ 6,906,623.99 $ 165,732.12 Exp 58 10 0.8 1 0.8 0 .38857 0.01745 392.96929 16.46138 $ 6,941,289.92 $ 164,836.80 Exp 59 10 0.8 1 1 0.38699 0.01676 393.78519 13.79914 $ 6,935,688.10 $ 163,770.15 Exp 60 10 0.8 1 1.2 0.39052 0.01589 391.93895 14.30195 $ 6,930,243.67 $ 164,402.22 Exp 61 10 0.8 1 .2 0.8 0.38953 0.01393 395.64865 13.06993 $ 6,962,710.35 $ 169,327.81 Exp 62 10 0.8 1.2 1 0.39218 0.01684 391.46349 13.55536 $ 6,928,505.33 $ 153,771.61 Exp 63 10 0.8 1.2 1.2 0.38751 0.01633 395.09324 14.10571 $ 6,951,040.00 $ 157,913.22 Exp 64 10 1 0.8 0.8 0.38188 0.01616 409.78681 14.81102 $ 6,904,081.22 $ 157,168.59 Exp 65 10 1 0.8 1 0.37951 0.01582 411.82322 13.47051 $ 6,929,758.47 $ 152,647.49 Exp 66 10 1 0.8 1.2 0.37941 0.01574 413.20025 13.62669 $ 6,961,719.24 $ 161,173.86 Exp 67 10 1 1 0.8 0.38313 0.01636 410.90741 13.78502 $ 6,908,631.77 $ 172,019.73 Exp 68 10 1 1 1 0.38095 0.01685 410.82223 14.48325 $ 6,954,759.18 $ 180,046.33 Exp 69 10 1 1 1.2 0.37741 0.01610 417.33517 16.57267 $ 6,973,669.81 $ 183,790.64 Exp 70 10 1 1.2 0.8 0.37765 0.01452 415.09331 14.65385 $ 6,949,537.03 $ 166,591.46 Exp 71 10 1 1.2 1 0.37867 0.01555 412.55000 14.66916 $ 6,952,204.99 $ 180,951.57 Exp 72 10 1 1.2 1.2 0.38217 0.01728 410.07200 13.77181 $ 6,917,928.39 $ 142, 658.35 Exp 73 10 1.2 0.8 0.8 0.36984 0.01844 434.46456 15.23967 $ 6,945,812.92 $ 161,914.81 Exp 74 10 1.2 0.8 1 0.37465 0.02096 430.84777 16.23713 $ 6,939,970.18 $ 165,867.46 Exp 75 10 1.2 0.8 1.2 0.37002 0.01823 434.00332 17.14030 $ 6,956,903 .17 $ 185,555.07 Exp 76 10 1.2 1 0.8 0.37491 0.01814 430.59866 15.95363 $ 6,933,414.93 $ 181,978.17 Exp 77 10 1.2 1 1 0.37250 0.01792 431.36241 16.20960 $ 6,964,499.91 $ 148,349.10 Exp 78 10 1.2 1 1.2 0.37239 0.01722 432.87745 17.21268 $ 6,9 50,895.40 $ 178,693.82 Exp 79 10 1.2 1.2 0.8 0.37228 0.01755 431.18889 17.51151 $ 6,939,351.52 $ 180,855.33 Exp 80 10 1.2 1.2 1 0.37072 0.01394 432.35702 13.26001 $ 6,931,642.57 $ 140,242.04 Exp 81 10 1.2 1.2 1.2 0.36760 0.01696 436.72533 17. 48405 $ 6,946,567.06 $ 165,551.88 0.38632 0.01712 392.53451 14.56347 $ 6,941,392.74 $ 167,848.93

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196 BIOGRAPHICAL SKETCH Eric Forcael is a lecturer in the Department of Civil Engineering at the Universi ty of Bo Bo (UBB), C hile. He holds the degrees of Bachelor of Sc iences in Civil Engineering (with First Class hono rs) at the University of Bo Bo and Master of Business Administration at the Polytechnic University of Madrid. After working during some years, he was admitted to the University of Florida for graduate studies ( Doctor of Philosophy in Civil Engineering ). At the end of his d octoral studies, he was invited by the University of Colorado at Boulder as a Visiting S cholar Mr. Forcael is a Registered Professional Engineer in Chile. During the last years, he has taught Construction Planning and Scheduling, Project Management and Construction Plannin g, Equipment and Methods in the civil engineering curriculum not only at the University of Bo Bo, but also in other higher education institutions in Chile Prior to academia, Mr. Forcael was involved in the construction industry, working as a Civil Engi neer for diverse construction companies, not only in Chile but also in Spain. His last position was as a C hief E xecutive O fficer for a real estate company located in the south of Chile. Mr. Forcael's research interests include Simulation Modeling, Scheduli ng Techniques, Project Management, Construction Methods and Techniques, and Construction Contracts.