Studies in Computational Intelligence

Nature-Inspired Design of Hybrid Intelligent Systems

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

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  • Presents applications in a wide range of areas such as intelligent control and robotics, pattern recognition, time series prediction, and optimization of complex problems
  • Includes papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics
  • Describes the latest advances
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eBook 202,29 €
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  • ISBN 978-3-319-47054-2
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Hardcover 259,99 €
price for Spain (gross)
  • ISBN 978-3-319-47053-5
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  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 259,99 €
price for Spain (gross)
  • ISBN 978-3-319-83650-8
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  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book highlights recent advances in the design of hybrid intelligent systems based on nature-inspired optimization and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction, and optimization of complex problems. The book is divided into seven main parts, the first of which addresses theoretical aspects of and new concepts and algorithms based on type-2 and intuitionistic fuzzy logic systems. The second part focuses on neural network theory, and explores the applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The book’s third part presents enhancements to meta-heuristics based on fuzzy logic techniques and describes new nature-inspired optimization algorithms that employ fuzzy dynamic adaptation of parameters, while the fourth part presents diverse applications of nature-inspired optimization algorithms. In turn, the fifth part investigates applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. The sixth part examines new optimization algorithms and their applications. Lastly, the seventh part is dedicated to the design and application of different hybrid intelligent systems.

Table of contents (56 chapters)

Table of contents (56 chapters)
  • General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System

    Pages 3-18

    Gonzalez, Claudia I. (et al.)

  • An Overview of Granular Computing Using Fuzzy Logic Systems

    Pages 19-38

    Sanchez, Mauricio A. (et al.)

  • Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment

    Pages 39-61

    Gaxiola, Fernando (et al.)

  • Interval Type-2 Fuzzy Possibilistic C-Means Optimization Using Particle Swarm Optimization

    Pages 63-78

    Rubio, Elid (et al.)

  • Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection

    Pages 79-97

    Martínez, Gabriela E. (et al.)

Buy this book

eBook 202,29 €
price for Spain (gross)
  • ISBN 978-3-319-47054-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 259,99 €
price for Spain (gross)
  • ISBN 978-3-319-47053-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 259,99 €
price for Spain (gross)
  • ISBN 978-3-319-83650-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Nature-Inspired Design of Hybrid Intelligent Systems
Editors
  • Patricia Melin
  • Oscar Castillo
  • Janusz Kacprzyk
Series Title
Studies in Computational Intelligence
Series Volume
667
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-47054-2
DOI
10.1007/978-3-319-47054-2
Hardcover ISBN
978-3-319-47053-5
Softcover ISBN
978-3-319-83650-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 838
Number of Illustrations
132 b/w illustrations, 258 illustrations in colour
Topics