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Soft Computing for Control of Non-Linear Dynamical Systems

  • Oscar Castillo
  • Patricia Melin

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 63)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Oscar Castillo, Patricia Melin
    Pages 1-4
  3. Oscar Castillo, Patricia Melin
    Pages 5-27
  4. Oscar Castillo, Patricia Melin
    Pages 29-62
  5. Oscar Castillo, Patricia Melin
    Pages 63-84
  6. Oscar Castillo, Patricia Melin
    Pages 85-103
  7. Oscar Castillo, Patricia Melin
    Pages 105-117
  8. Oscar Castillo, Patricia Melin
    Pages 149-162
  9. Oscar Castillo, Patricia Melin
    Pages 163-174
  10. Oscar Castillo, Patricia Melin
    Pages 175-185
  11. Oscar Castillo, Patricia Melin
    Pages 187-196
  12. Oscar Castillo, Patricia Melin
    Pages 197-208
  13. Back Matter
    Pages 209-221

About this book

Introduction

The book describes the application of soft computing techniques to modelling, simulation and control of non-linear dynamical systems. Hybrid intelligence systems, which integrate different techniques and mathematical models, are also presented. The book covers the basics of fuzzy logic, neural networks, evolutionary computation, chaos and fractal theory. It also presents in detail different hybrid architectures for developing intelligent control systems for applications in robotics, reactors, manufacturing, aircraft systems and economics.

Keywords

Evolutionary Computation Fuzzy Fuzzy Logic Fuzzy-Logik Hybrid Intelligent Systems Intelligent Control Neural Networks Neuronale Netze Soft Computing Applications calculus classification cognition genetic algorithms robot robotics

Authors and affiliations

  • Oscar Castillo
    • 1
  • Patricia Melin
    • 1
  1. 1.Department of Computer ScienceTijuana Institute of TechnologyChula VistaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-7908-1832-1
  • Copyright Information Physica-Verlag Heidelberg 2001
  • Publisher Name Physica, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-662-00367-1
  • Online ISBN 978-3-7908-1832-1
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site