索书号：TP15 /L415 (3) (MIT)
Simulation Modeling and Analysis
Contents
List of Symbols
Preface
Chapter 1 Basic Simulation Modeling
Chapter 2 Modeling Complex Systems
Chapter 3 Simulation Software
Chapter 4 Review of Basic Probability and Statistics
Chapter 5 Building Valid, Credible, and Appropriately Detailed Simulation Models
Chapter 6 Selecting Input Probability Distributions
Chapter 7 Random—Number Generators
Chapter 8 Generating Random Variates
Chapter 9 Output Data Analysis for a Single System
Chapter 10 Comparing Alternative System Configurations
Chapter 11 Variance—Reduction Techniques
Chapter 12 Experimental Design, Sensitivity Analysis, and Optimization
Chapter 13 Simulation of Manufacturing systems
Appendix
References
Subject Index
Abstract
The goal of this third edition of Simulation Modeling and Analysis is: to give a comprehensive and
state—of—the—art treatment of all the important aspects of a simulation study, including modeling, simulation
software, model verification and validation, input modeling, random—number generator, generating random
variates and processes, statistical design and analysis of simulation experiments, and to highlight major application
areas such as manufacturing. The book strives to motivate intuition about simulations and modeling, as well as to
present them in a technically correct yet clear manner. There are many examples and problems throughout, as well
as extensive references to the simulation and related literature for further study.