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Studies in Computational Intelligence

Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics

Theory and Applications

Editors: Castillo, Oscar, Melin, Patricia (Eds.)

  • Describes recent advances on fuzzy logic augmentation of nature-inspired optimization metaheuristics
  • Includes various application in areas such as intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems
  • The book is organized in two main parts focusing on theoretical aspects of fuzzy logic augmentation of nature-inspired optimization metaheuristics (part 1) , as well as application of optimization algorithms (part 2)
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Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-10960-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-10959-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 28, 2016
  • ISBN 978-3-319-38546-4
  • Free shipping for individuals worldwide
About this book

This book describes recent advances on fuzzy logic augmentation of nature-inspired optimization metaheuristics and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in two main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic augmentation of nature-inspired optimization metaheuristics, which basically consists of papers that propose new optimization algorithms enhanced using fuzzy systems. The second part contains papers with the main theme of application of optimization algorithms, which are basically papers using nature-inspired techniques to achieve optimization of complex optimization problems in diverse areas of application.

Reviews

From the book reviews:

“This book presents recent developments in a specific area of computational intelligence, namely fuzzy logic augmentation of nature-inspired optimization metaheuristics and their applications. … the book is very interesting for those working in the field of computational intelligence. It will be useful for the researchers and practitioners working in this area of research.” (Petrica Pop, Computing Reviews, February, 2015)


Table of contents (12 chapters)

  • Fuzzy Logic for Dynamic Parameter Tuning in ACO and Its Application in Optimal Fuzzy Logic Controller Design

    Neyoy, Héctor (et al.)

    Pages 3-28

  • Fuzzy Classification System Design Using PSO with Dynamic Parameter Adaptation Through Fuzzy Logic

    Olivas, Frumen (et al.)

    Pages 29-47

  • Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers

    Ochoa, Patricia (et al.)

    Pages 49-63

  • A New Bat Algorithm with Fuzzy Logic for Dynamical Parameter Adaptation and Its Applicability to Fuzzy Control Design

    Pérez, Jonathan (et al.)

    Pages 65-79

  • Optimization of Benchmark Mathematical Functions Using the Firefly Algorithm with Dynamic Parameters

    Solano-Aragón, Cinthya (et al.)

    Pages 81-89

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-10960-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-10959-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 28, 2016
  • ISBN 978-3-319-38546-4
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics
Book Subtitle
Theory and Applications
Editors
  • Oscar Castillo
  • Patricia Melin
Series Title
Studies in Computational Intelligence
Series Volume
574
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-10960-2
DOI
10.1007/978-3-319-10960-2
Hardcover ISBN
978-3-319-10959-6
Softcover ISBN
978-3-319-38546-4
Series ISSN
1860-949X
Edition Number
1
Number of Pages
VIII, 195
Number of Illustrations and Tables
98 b/w illustrations
Topics