This book describes computer simulation concepts then provides basic details about using discrete-event computer simulation for decision making. Input data collection and analysis, model construction, project mechanics, output analysis, verification, validation, reporting, logic transfer, and robust experimental design are all covered in detail. Example models are provided and illustrated using the GPSS simulation language, spreadsheet tools, and other products available on the Web. Statistical analysis is covered, with considerations for using simulation in business and project settings.
الوصف
المحتوى
- Introduction to Computer Simulation
- Simulation Defined
- Different Types of Simulation
- Brief History of Simulation
- Bibliography
- Simulation Languages
- Simulation Language Features
- Simulators and Integrated Simulation Environments
- Hardware Requirements for Simulation
- Animation
- Bibliography
- Applications of Simulation
- Why Use Simulation
- Simulation as a Design Tool
- Estimation of Simulation Time
- Methodology for Manufacturing Simulations
- Forcing Completion of Design with Simulation
- The Simulation Decision
- Make It Work Vs. Does It Work??
- Optimizing and Developing Solutions
- Genetic Algorithms
- Ethics in Simulation
- Bibliography
- Starting a Simulation the Right Way
- Intelligence
- Managerial Phase
- Developmental Phase
- Human Component Considerations
- Bibliography
- Simulation Quality and Development
- Quality Assurance Phase
- Selection of a Language or Tool
- Model Construction
- Verification
- Bibliography
- Developing a Simulation-Implementation
- Experimental Design
- Production Runs
- Output Analysis
- Output Reporting
- Post Processing Output
- Operations, Maintenance and Archival Phase
- Bibliography
- Case Study: DePorres Tours
- Intelligence Phase
- Managerial Phase
- Developmental Phase
- Quality Phase
- Implementation
- Operations, Maintenance and Archival Phase
- Bibliography
- Appendix: GPSS World Source Code Listing (Two Bus Model)
- Acknowledgements