Save 40% on select Business & Management books + FREE shipping or 50% on Physics eBooks!

Studies in Computational Intelligence

Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications

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

Free Preview
  • Describes recent advances and applications in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems
  • Covers theoretical aspects as well as applications, organized into seven main parts
  • Comprises papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics and their application in various areas
see more benefits

Buy this book

eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-319-71008-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.00
price for USA in USD
  • ISBN 978-3-319-71007-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.99
price for USA in USD
  • ISBN 978-3-319-89028-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book comprises papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics and their application in various areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book is organized into seven main parts, each with a collection of papers on a similar subject. The first part presents new concepts and algorithms based on type-2 fuzzy logic for dynamic parameter adaptation in meta-heuristics. The second part discusses network theory and applications, and includes papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The third part addresses the theory and practice of meta-heuristics in different areas of application, while the fourth part describes diverse fuzzy logic applications in the control area, which can be considered as intelligent controllers. The next two parts explore applications in areas, such as time series prediction, and pattern recognition and new optimization and evolutionary algorithms and their applications respectively. Lastly, the seventh part addresses the design and application of different hybrid intelligent systems.

Reviews

“The book may be useful for scholars trying to identify research topics related to areas such as fuzzy logic, neural networks, and optimization. Many interesting real-world applications greatly enhance the utility of the book. The editors have done a good job of bringing related topics together under various headings.” (S. V. Nagaraj, Computing Reviews, January, 2019)


Table of contents (38 chapters)

Table of contents (38 chapters)
  • A Comparative Study of Dynamic Adaptation of Parameters in the GWO Algorithm Using Type-1 and Interval Type-2 Fuzzy Logic

    Pages 3-16

    Rodríguez, Luis (et al.)

  • Ensemble Neural Network Optimization Using a Gravitational Search Algorithm with Interval Type-1 and Type-2 Fuzzy Parameter Adaptation in Pattern Recognition Applications

    Pages 17-27

    González, Beatriz (et al.)

  • Improved Method Based on Type-2 Fuzzy Logic for the Adaptive Harmony Search Algorithm

    Pages 29-37

    Peraza, Cinthia (et al.)

  • Comparison of Bio-Inspired Methods with Parameter Adaptation Through Interval Type-2 Fuzzy Logic

    Pages 39-53

    Olivas, Frumen (et al.)

  • Differential Evolution Algorithm with Interval Type-2 Fuzzy Logic for the Optimization of the Mutation Parameter

    Pages 55-65

    Ochoa, Patricia (et al.)

Buy this book

eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-319-71008-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.00
price for USA in USD
  • ISBN 978-3-319-71007-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.99
price for USA in USD
  • ISBN 978-3-319-89028-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications
Editors
  • Oscar Castillo
  • Patricia Melin
  • Janusz Kacprzyk
Series Title
Studies in Computational Intelligence
Series Volume
749
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-71008-2
DOI
10.1007/978-3-319-71008-2
Hardcover ISBN
978-3-319-71007-5
Softcover ISBN
978-3-319-89028-9
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XI, 546
Number of Illustrations
66 b/w illustrations, 173 illustrations in colour
Topics