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Type-2 Fuzzy Logic in Intelligent Control Applications

  • Oscar┬áCastillo

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 272)

Table of contents

  1. Front Matter
    Pages 1-9
  2. Basic Concepts and Theory

    1. Front Matter
      Pages 1-1
    2. Oscar Castillo
      Pages 7-22
  3. Evolutionary Optimization of Type-2 Fuzzy Systems for Intelligent Control

  4. Bio-Inspired Optimization of Type-2 Fuzzy Systems in Intelligent Control

  5. Back Matter
    Pages 1-8

About this book

Introduction

We describe in this book, hybrid intelligent systems based mainly on type-2 fuzzy logic for intelligent control. Hybrid intelligent systems combine several intelligent computing paradigms, including fuzzy logic, and bio-inspired optimization algorithms, which can be used to produce powerful automatic control systems. The book is organized in three main parts, which contain a group of chapters around a similar subject. The first part consists of chapters with the main theme of theory and design algorithms, which are basically chapters that propose new models and concepts, which can be the basis for achieving intelligent control with interval type-2 fuzzy logic. The second part of the book is comprised of chapters with the main theme of evolutionary optimization of type-2 fuzzy systems in intelligent control with the aim of designing optimal type-2 fuzzy controllers for complex control problems in diverse areas of application, including mobile robotics, aircraft dynamics systems and hardware implementations. The third part of the book is formed with chapters dealing with the theme of bio-inspired optimization of type-2 fuzzy systems in intelligent control, which includes the application of particle swarm intelligence and ant colony optimization algorithms for obtaining optimal type-2 fuzzy controllers.

Keywords

Fuzziness Fuzzy Logic Intelligent Control Applications Type-2 Fuzzy Logic

Authors and affiliations

  • Oscar┬áCastillo
    • 1
  1. 1.Computer ScienceTijuana Institute of TechnologyChula VistaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-24663-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-24662-3
  • Online ISBN 978-3-642-24663-0
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site