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Table of Contents
Preface & Introduction
- System Simulation. The Art and Science
- Notation as a tool of thought
- Building simulation toolboxes: An object-oriented approach
Life on Dream World: Four Simulation Paradigms
- Monte Carlo Methods: Sampling possible worlds
- Dynamic simulations: Exploring possible worlds
1. States and processes: Quasi-continuous simulatio
2. Entities and events: Discrete-event simulation
3. Combined discrete/continuous simulation
Simulation Programming Systems
- History and family lines
- Using general-purpose programming languages
- Providing custom-made data types, operators and control structures for simulation
1. Procedure libraries
2. Language interpreters
3. Simulation-language translators - Building higher-level scenarios
1. An introduction to object-oriented programming and SIMULA
2. Scenarios for Monte Carlo simulation
3. Scenarios for simulating continuous systems
4. Queueing-network scenarios
5. Putting it all together: Combined systems - Model generators
- Developments
The Simulation Programming Landscape: Analysis and Trends
Simulation Problems
- Search in state spaces
- The eight queens problem
- The Missionaries & Cannibals problem
- The Lineland problem
- Problems for Monte Carlo simulation
- Problems for quasi-continuous simulation
- Problems for discrete-event simulation
- Problems for combined discrete/continuous simulation
Appendices:
- Some Utility Programs (for download)
- Patterns for writing simulation executives
1. Monte Carlo simulation
2. Quasi-continuous simulation
3. Discrete-event simulation (of queueing networks)
4. Combined discrete/continuous simulation - Monte Carlo methods
- Statistical instrumentation
- Quasi-continuous simulation
- Discrete-event simulation
- Queueing network scenarios
- Combined simulation
- A SIMULA context for queueing scenarios: Class MiniQNcontext
- Patterns for writing simulation executives
- A Survey of SIMULA Implementations
- Textbooks on Simulation Methodology: An Annotated Bibliography
- Solutions to Starred Problems & Exercises
References
Index
