Analysis of Simulation Results
This class lecture covers the following topics:
- Model Verification vs. Validation
- Model Verification Techniques
- Top Down Modular Design
- Verification Techniques
- Trace
- On-Line Graphic Displays
- Continuity Test
- More Verification Techniques
- Model Validation Techniques
- Expert Intuition
- Real System Measurements
- Theoretical Results
- Transient Removal
- Transient Removal Techniques
- Truncation
- Initial Data Deletion
- Moving Average of Independent Replications
- Batch Means
- Terminating Simulations
- Treatment of Leftover Entities
- Stopping Criteria: Variance Estimation
- Variance Estimation Methods
- Independent Replications
- Batch Means
- Case Study 25.1: Interconnection Networks
- Method of Regeneration
- Method of Regeneration: Problems
- Variance Reduction
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