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| Introduction To Discrete-Event System Simulation | |
| Introduction to Simulation | |
| When Simulation Is the Appropriate Tool | |
| When Simulation Is Not Appropriate | |
| Advantages and Disadvantages of Simulation | |
| Areas of Application | |
| Systems and System Environment | |
| Components of a System | |
| Discrete and Continuous Systems | |
| Model of a System | |
| Types of Models | |
| Discrete-Event System Simulation | |
| Steps in a Simulation Study | |
| Simulation Examples | |
| Simulation of Queueing Systems | |
| Simulation of Inventory Systems | |
| Other Examples of Simulation | |
| General Principles | |
| Concepts in Discrete-Event Simulation | |
| List Processing | |
| Simulation Software | |
| History of Simulation Software | |
| Selection of Simulation Software | |
| An Example Simulation | |
| Simulation in C++ | |
| Simulation in GPSS | |
| Simulation in CSIM | |
| Simulation Packages | |
| Experimentation and Statistical Analysis Tools | |
| Trends in Simulation Software | |
| Mathematical And Statistical Models | |
| Statistical Models in Simulation | |
| Review of Terminology and Concepts | |
| Useful Statistical Models | |
| Discrete Distributions | |
| Continuous Distributions | |
| Poisson Process | |
| Empirical Distributions | |
| Queueing Models | |
| Characteristics of Queueing Systems | |
| Queueing Notation | |
| Long-Run Measures of Performance of Queueing Systems | |
| Steady-State Behavior of Infinite-Population Markovian Models | |
| Steady-State Behavior of Finite-Population Models | |
| Networks of Queues | |
| Random Numbers | |
| Random-Number Generation | |
| Properties of Random Numbers | |
| Generation of Pseudo-Random Numbers | |
| Techniques for Generating Random Numbers | |
| Tests for Random Numbers | |
| Random-Variate Generation | |
| Inverse Transform Technique | |
| Direct Transformation for the Normal and Lognormal Distributions | |
| Convolution Method | |
| Acceptance-Rejection Technique | |
| Analysis Of Simulation Data | |
| Input Modeling | |
| Data Collection | |
| Identifying the Distribution with Data | |
| Parameter Estimation | |
| Goodness-of-Fit Tests | |
| Selecting Input Models without Data | |
| Multivariate and Time-Series Input Models | |
| Verification and Validation of Simulation Models | |
| Model Building, Verification, and Validation | |
| Verification of Simulation Models | |
| Calibration and Validation of Models | |
| Output Analysis for a Single Model | |
| Types of Simulations with Respect to Output Analysis | |
| Stochastic Nature of Output Data | |
| Measures of Performance and Their Estimation | |
| Output Analysis for Terminating Simulations | |
| Output Analysis for Steady-State Simulations | |
| Comparison and Evaluation of Alternative System Designs | |
| Comparison of Two System Designs | |
| Comparison of Several System Designs | |
| Metamodeling | |
| Optimization via Simulation | |
| Simulation of Manufacturing and Material Handling Systems | |
| Manufacturing and Material Handling Simulations | |
| Goals and Performance Measures | |
| Issues in Manufacturing and Material Handling Simulations | |
| Case Studies of the Simulation of Manufacturing and Material Handling Systems | |
| Simulation of Computer Systems | |
| Introduction | |
| Simulation Tools | |
| Model Input | |
| High-Level Computer-System Simulation | |
| CPU Simulation | |
| Memory Simulation | |
| Appendix Tables | |
| Random Digits | |
| Random Normal Numbers | |
| Cumulative Normal Distribution | |
| Cumulative Poisson Distribution | |
| Percentage Points of the Students | |
| Distribution with | |
| Degrees of Freedom | |
| Percentage Points of the Chi-Square Distribution with v | |
| Degrees of Freedom | |
| Percentage Points of the F | |
| Distribution with âÇ a = 0.05 | |
| Kolmogorov-Smirnov Critical Values | |
| Maximum-Likelihood Estimates of the Gamma Distribution | |
| Operating-Characteristic Curves for the Two-Sided t-Test for Different Values of Sample Size | |
| Operating-Characteristic Curves for the One-Sided t-Test for Different Values of Sample Size | |
| Index | |
| Table of Contents provided by Publisher. All Rights Reserved. |
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