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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
8.
System Dynamics
8.1.
Core Concepts and Philosophy
8.1.1.
Systems Thinking Principles
8.1.2.
Feedback Loop Concepts
8.1.3.
Stock and Flow Structures
8.1.4.
Time Delays and Their Effects
8.1.5.
Nonlinearity in Systems
8.2.
Model Building Elements
8.2.1.
Stocks (Levels)
8.2.2.
Flows (Rates)
8.2.3.
Connectors and Links
8.2.4.
Auxiliaries and Constants
8.2.5.
Graphical Functions
8.3.
Causal Loop Diagrams
8.3.1.
Reinforcing Loops
8.3.2.
Balancing Loops
8.3.3.
Loop Polarity
8.3.4.
Delays in Loops
8.4.
Stock and Flow Diagrams
8.4.1.
Stock and Flow Notation
8.4.2.
Conservation Principles
8.4.3.
Flow Control
8.4.4.
Co-flows and Aging Chains
8.5.
Model Testing and Validation
8.5.1.
Structure Verification
8.5.2.
Extreme Conditions Testing
8.5.3.
Sensitivity Analysis
8.5.4.
Policy Design and Testing
8.6.
Applications
8.6.1.
Business Strategy
8.6.2.
Public Policy
8.6.3.
Environmental Management
8.6.4.
Urban Dynamics
8.6.5.
Economic Systems
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7. Continuous Simulation
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9. Agent-Based Modeling