POWER ELECTRONICS HANDBOOK, 3rd Edition

35

Novel AI-Based Soft Computing Applications in Motor Drives

Adel M. Sharaf, Ph.D. and Adel A.A. El-Gammal, Ph.D.

Centre for Engineering Studies, Energy Research, University of Trinidad and Tobago UTT, Point Lisas Campus, Esperanza Road, Brechin Castle, Couva. P. O. Box 957

35.1 Introduction

35.2 Differences Between GA and PSO and Other Evolutionary Computation (EC) Techniques

35.3 Single Objective Genetic Optimization Search Algorithm (SOGA)

35.4 Single Objective Particle Swarm Optimization Search Algorithm (SOPSO)

35.4.1 Structure of the PSO Particle

35.4.2 Basic Search Method

35.4.3 PSO Search Algorithm

35.5 Multi-Objective Optimization (MOO)

35.6 Multi-Objective Genetic Optimization Search Algorithm (MOGA)

35.7 Multi-Objective Particle ...