本书与第三版一样,对离散事件系统仿真研究的所有重要方面给出了综合性的最新论述,包括仿真软件、模型校验和确认、输入建模、随机数发生器、随机变量与随机过程的产生、统计设计与仿真实验分析等。本书内容新颖,重点突出,详略得当,能理论联系实际,深入浅出,通俗易懂。
本书自1982年首次出版以来,在世界范围内得到广泛采用,被誉为仿真领域的“圣经”。最新版(第4版)对离散事件系统仿真研究的所有重要方面给出了综合性的最新论述,包括建模、仿真软件、模型校验和确认、输入建模、随机数发生器、随机变量与随机过程的产生、统计设计与仿真实验分析,以及像制造这一类主要工业领域的应用等。
Chapter 1 Basic Simulation Modeling
1.1 The Nature of Simulation
1.2 Systems, Models, and Simulation
1.3 Discrete-Event Simulation
1.3.1 Time-Advance Mechanisms
1.3.2 Components and Organization of a Discrete-Event Simulation Model
1.4 Simulation of a Single-Server Queueing System
1.4.1 Problem Statement
1.4.2 Intuitive Explanation
1.4.3 Program Organization and Logic
1.4.4 C Program
1.4.5 Simulation Output and Discussion
1.4.6 Alternative StoplSing Rules
1.4.7 Determining the Events and Variables
1.5 Simulation of an Inventory System
1.5.1 Problem Statement
1.5.2 Program Organization and Logic
1.5.3 C Program
1.5.4 Simulation Output and Discussion
1.6 Steps in a Sound Simulation Study
1.7 Other Types of Simulation
1.7.1 Continuous Simulation
1.7.2 Combined Discrete-Continuous Simulation
1.7.3 Monte Carlo Simulation
1.8 Advantages, Disadvantages, and Pitfalls of Simulation
Appendix 1A: A Primer on Queueing Systems
1A.1 Components of a Queueing System
1A.2 Notation for Queueing Systems
1A.3 Measures of Performance for Queueing Systems
Problems
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 Selection Input Probability Distributions
Chapter 7 Random-Number Generators
Chapter 8 Generating Random Variates
Chapter 9 Output Data Anlaysis for a Single System
Chapter 10 Comparing Alternative System Configurations
Chapter 11 Variance-Reduction Techniques
Chapter 12 Experimental Design and Optimization
Chapter 13 Simulation of Manufacturing Systems
Appendix
References