Analysis of Simulation Results


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Table of Contents

Analysis of Simulation Results

Overview

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

Summary

Exercise 25.1

Exercise 25.2

Author: Raj Jain

Home Page: http://www1.cse.wustl.edu/~jain/

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