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Modeling and simulation of discrete-event systems

Author: Byoung Kyu Choi; Donghun Kang
Publisher: Hoboken, NJ : John Wiley & Sons Inc., [2013]
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
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This book provides a comprehensive, systematic treatment of discrete event systems modeling and simulation, covering the five major breakthrough areas in modeling over the past sixty years, and  Read more...

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Additional Physical Format: Online version:
Choi, Byoung Kyu, 1949-
Modeling and simulation of discrete-event systems.
Hoboken, NJ : John Wiley & Sons Inc., [2013]
(DLC) 2013021298
Document Type: Book
All Authors / Contributors: Byoung Kyu Choi; Donghun Kang
ISBN: 9781118386996 111838699X 9781118732762 1118732766
OCLC Number: 830813438
Description: xix, 405 pages : illustrations ; 25 cm
Contents: PREFACE xvii ABBREVIATIONS xix PART I BASICS OF SYSTEM MODELING AND SIMULATION 1 1. Overview of Computer Simulation 3 1.1 Introduction 3 1.2 What Is a System? 4 1.3 What Is Computer Simulation? 6 1.4 What Is Discrete-Event Simulation? 9 1.5 What Is Continuous Simulation? 11 1.6 What Is Monte Carlo Simulation? 12 1.7 What Are Simulation Experimentation and Optimization? 15 1.8 Review Questions 16 2. Basics of Discrete-Event System Modeling and Simulation 17 2.1 Introduction 17 2.2 How Is a Discrete-Event Simulation Carried Out? 17 2.3 Framework of Discrete-Event System Modeling 23 2.4 Illustrative Examples of DES Modeling and Simulation 32 2.5 Application Frameworks for Discrete-Event System Modeling and Simulation 38 2.6 What to Cover in a Simulation Class 40 2.7 Review Questions 42 PART II FUNDAMENTALS OF DISCRETE-EVENT SYSTEM MODELING AND SIMULATION 43 3. Input Modeling for Simulation 45 3.1 Introduction 45 3.2 Empirical Input Modeling 46 3.3 Overview of Theoretical Distribution Fitting 48 3.4 Theoretical Modeling of Arrival Processes 50 3.5 Theoretical Modeling of Service Times 53 3.6 Input Modeling for Special Applications 57 3.7 Review Questions 59 4. Introduction to Event-Based Modeling and Simulation 69 4.1 Introduction 69 4.2 Modeling and Simulation of a Single Server System 70 4.3 Execution Rules and Specifications of Event Graph Models 72 4.4 Event Graph Modeling Templates 75 4.5 Event Graph Modeling Examples 82 4.6 Execution of Event Graph Models with SIGMA 91 4.7 Developing Your Own Event Graph Simulator 99 4.8 Review Questions 106 5. Parameterized Event Graph Modeling and Simulation 107 5.1 Introduction 107 5.2 Parameterized Event Graph Examples 108 5.3 Execution Rules and Specifications of the Parameterized Event Graph 110 5.4 Parameterized Event Graph Modeling of Tandem Lines 112 5.5 Parameterized Event Graph Modeling of Job Shops 115 5.6 Execution of Parameterized Event Graph Models Using SIGMA 122 5.7 Developing Your Own Parameterized Event Graph Simulator 137 5.8 Review Questions 142 6. Introduction to Activity-Based Modeling and Simulation 143 6.1 Introduction 143 6.2 Definitions and Specifications of an Activity Cycle Diagram 145 6.3 Activity Cycle Diagram Modeling Templates 150 6.4 Activity-Based Modeling Examples 156 6.5 Parameterized Activity Cycle Diagram and Its Application 163 6.6 Execution of Activity Cycle Diagram Models with a Formal Simulator ACE(R) 171 6.7 Review Questions 183 7. Simulation of ACD Models Using Arena 184 7.1 Introduction 184 7.2 Arena Basics 185 7.3 Activity Cycle Diagram-to-Arena Conversion Templates 197 7.4 Activity Cycle Diagram-Based Arena Modeling Examples 209 7.5 Review Questions 223 8. Output Analysis and Optimization 224 8.1 Introduction 224 8.2 Framework of Simulation Output Analyses 225 8.3 Qualitative Output Analyses 228 8.4 Statistical Output Analyses 230 8.5 Linear Regression Modeling for Output Analyses 234 8.6 Response Surface Methodology for Simulation Optimization 241 8.7 Review Questions 247 PART III ADVANCES IN DISCRETE-EVENT SYSTEM MODELING AND SIMULATION 253 9. State-Based Modeling and Simulation 255 9.1 Introduction 255 9.2 Finite State Machine 256 9.3 Timed Automata 261 9.4 State Graphs 267 9.5 System Modeling with State Graph 271 9.6 Simulation of Composite State Graph Models 283 10. Advanced Topics in Activity-Based Modeling and Simulation 299 10.1 Introduction 299 10.2 Developing Your Own Activity Cycle Diagram Simulators 300 10.3 Modeling with Canceling Arc 310 10.4 Cycle Time Analysis of Work Cells via an Activity Cycle Diagram 313 10.5 Activity Cycle Diagram Modeling of a Flexible Manufacturing System 322 10.6 Formal Model Conversion 329 11. Advanced Event Graph Modeling for Integrated Fab Simulation 338 11.1 Introduction 338 11.2 Flat Panel Display Fabrication System 339 11.3 Production Simulation of a Flat Panel Display Fab 343 11.4 Integrated Simulation of a Flat Panel Display Fab 350 11.5 Automated Material Handling Systems-Embedded Integrated Simulation of Flat Panel Display Fab 362 12. Concepts and Applications of Parallel Simulation 371 12.1 Introduction 371 12.2 Parallel Simulation of Workflow Management System 372 12.3 Overview of High-Level Architecture/Run-Time Infrastructure 378 12.4 Implementation of a Parallel Simulation with High-Level Architecture/Run-Time Infrastructure 383 REFERENCES 395 INDEX 400
Responsibility: Byoung Kyu Choi, Donghun Kang.
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