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Computer Science
System Modeling
System Modeling and Simulation
1. Introduction to System Modeling and Simulation
2. System Theory Fundamentals
3. Model Theory and Concepts
4. Simulation Fundamentals
5. The Simulation Study Methodology
6. Discrete-Event Simulation
7. Continuous Simulation
8. System Dynamics
9. Agent-Based Modeling
10. Monte Carlo Simulation
11. Hybrid and Multi-Paradigm Simulation
12. Input Modeling and Data Analysis
13. Random Number and Variate Generation
14. Model Verification and Validation
15. Output Analysis and Statistical Methods
16. Experimental Design for Simulation
17. Simulation Optimization
18. Advanced Simulation Topics
19. Simulation Software and Tools
20. Visualization and Animation
21. Applications and Case Studies
22. Professional Practice and Ethics
18.
Advanced Simulation Topics
18.1.
Parallel and Distributed Simulation
18.1.1.
Parallel Discrete Event Simulation
18.1.2.
Conservative Synchronization
18.1.3.
Optimistic Synchronization
18.1.4.
Distributed Simulation Architectures
18.2.
Real-Time Simulation
18.2.1.
Real-Time Constraints
18.2.2.
Hardware-in-the-Loop
18.2.3.
Human-in-the-Loop
18.2.4.
Timing and Synchronization
18.3.
Interoperability and Standards
18.3.1.
High Level Architecture
18.3.2.
Distributed Interactive Simulation
18.3.3.
Functional Mock-up Interface
18.3.4.
Simulation Interoperability Standards
18.4.
Metamodeling and Surrogate Models
18.4.1.
Response Surface Models
18.4.2.
Kriging Models
18.4.3.
Neural Network Models
18.4.4.
Model Validation and Selection
18.5.
Rare Event Simulation
18.5.1.
Importance Sampling
18.5.2.
Splitting Methods
18.5.3.
Multilevel Splitting
18.5.4.
Cross-Entropy Method
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19. Simulation Software and Tools