| |
| |
Preface | |
| |
| |
| |
Simulation Modeling | |
| |
| |
| |
Simulation Modeling | |
| |
| |
| |
Why Simulate? | |
| |
| |
| |
Types of Computer Simulation | |
| |
| |
| |
How the Discrete-Event Clock Works | |
| |
| |
| |
Randomness in Simulation | |
| |
| |
| |
Simulation Languages | |
| |
| |
| |
Getting Started with Arena | |
| |
| |
| |
Getting Help within Arena | |
| |
| |
| |
Simulation Methodology | |
| |
| |
| |
Organization of the Book | |
| |
| |
| |
Exercises | |
| |
| |
| |
Basic Process Modeling | |
| |
| |
| |
Elements of Process-Oriented Simulation | |
| |
| |
| |
Entities, Attributes, and Variables | |
| |
| |
| |
Creating and Disposing of Entities | |
| |
| |
| |
Defining Variables and Attributes | |
| |
| |
| |
Processing Entities | |
| |
| |
| |
Attributes, Variables, and some I/O | |
| |
| |
| |
Flow of Control in Arena | |
| |
| |
| |
Batching and Separating Entities | |
| |
| |
| |
Siman and ArenaG+&s Run Controller | |
| |
| |
| |
Summary | |
| |
| |
| |
Exercises | |
| |
| |
| |
Modeling Randomness in Simulation | |
| |
| |
| |
Modeling Randomness in Simulation | |
| |
| |
| |
Random Variables and Probability Distributions | |
| |
| |
| |
Input Distribution Modeling | |
| |
| |
| |
Generating Random Numbers | |
| |
| |
| |
Summary | |
| |
| |
| |
Exercises | |
| |
| |
| |
Appendix: Using Minitab and BestFit during Input Modeling | |
| |
| |
| |
Appendix: Basic Spreadsheet Simulation Concepts | |
| |
| |
| |
Analyzing Simulation Output | |
| |
| |
| |
Analyzing Simulation Output | |
| |
| |
| |
Types of Statistical Variables | |
| |
| |
| |
Types of Simulation With Respect To Output Analysis | |
| |
| |
| |
Analysis of Finite Horizon Simulations | |
| |
| |
| |
Analysis of Infinite Horizon Simulations | |
| |
| |
| |
Comparing System Configurations | |
| |
| |
| |
Summary | |
| |
| |
| |
Exercises | |
| |
| |
| |
Modeling Queueing and Inventory Systems | |
| |
| |
| |
Introduction | |
| |
| |
| |
Single Line Queueing Stations | |
| |
| |
| |
Networks of Queueing Stations | |
| |
| |
| |
Inventory Systems | |
| |
| |
| |
Summary | |
| |
| |
| |
Exercises | |
| |
| |
| |
Entity Movement and Material Handling Constructs | |
| |
| |
| |
Introduction | |
| |
| |
| |
Constrained Transfer with Resources | |
| |
| |
| |
Constrained Transfer with Transporters | |
| |
| |
| |
Modeling Systems with Conveyors | |
| |
| |
| |
Modeling Guided Path Transporters | |
| |
| |
| |
Summary | |
| |
| |
| |
Exercises | |
| |
| |
| |
Miscellaneous Topics in Arena Modeling | |
| |
| |
| |
Introduction | |
| |
| |
| |
Advanced Resource Modeling | |
| |
| |
| |
Tabulating Frequencies using the Statistic Module | |
| |
| |
| |
Entity and Resource Costing | |
| |
| |
| |
Miscellaneous Modeling Concepts | |
| |
| |
| |
Programming Concepts within Arena | |
| |
| |
| |
Summary | |
| |
| |
| |
Exercises | |
| |
| |
| |
Application of Simulation Modeling | |
| |
| |
| |
Introduction | |
| |
| |
| |
Problem Description | |
| |
| |
| |
Detailed Solution | |
| |
| |
| |
Sensitivity Analysis | |
| |
| |
| |
Completing the Project | |
| |
| |
| |
Some Final Thoughts | |
| |
| |
| |
Exercises | |
| |
| |
References | |
| |
| |
Index | |