Intelligent Systems: Modeling, Optimization, and Control

1st Edition

Yung C. Shin, Chengying Xu

CRC Press
Published December 22, 2008
Reference - 456 Pages - 234 B/W Illustrations
ISBN 9781420051766 - CAT# 51768
Series: Automation and Control Engineering

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  • Describes intelligent approaches that do not depend on mathematical models in a systematic way
  • Presents different soft computing techniques including neural networks, fuzzy logic, and evolutionary strategy
  • Provides detailed theoretical and practical aspects of intelligent modeling, optimization, and control
  • Includes both simulation examples and experimental results
  • Summary

    Providing a thorough introduction to the field of soft computing techniques, Intelligent Systems: Modeling, Optimization, and Control covers every major technique in artificial intelligence in a clear and practical style. This book highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategy, and genetic algorithms. The book demonstrates concepts through simulation examples and practical experimental results. Case studies are also presented from each field to facilitate understanding.


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