Heuristic Optimization and Dynamical System Safety Verification

9/12/97

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Table of Contents

Heuristic Optimization and Dynamical System Safety Verification

Outline

Focus

Stepper Motor

Stepper Motor Safety Verification

Heuristic Search Landscape

Verification through Optimization

Comparative Testing

Comparative Study Results

Global Optimization Results

Comparative Study Results (cont.)

Global Optimization Results (cont.)

Information-Based Approach

Information-Based Local Optimization

Multi-Level Local Optimization

MLLO Example: Rastrigin Function

MLLO-RIQ Results

Other Work in Progress

Summary

Author: Todd W. Neller 

Home Page: http://www-ksl.stanford.edu/people/neller/ 

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