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Studies in Computational Intelligence

Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization

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

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  • Presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application
  • Includes applications in areas such as intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems
  • This carefully edited book is organized in eight main parts
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eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-319-17747-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 176,79 €
price for Spain (gross)
Softcover 155,50 €
price for Spain (gross)
About this book

This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and 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 organized in eight 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, which basically consists of papers that propose new concepts and algorithms based on fuzzy systems. The second part contains papers with the main theme of neural networks theory, which are basically papers dealing with new concepts and algorithms in neural networks. The third part contains papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The fourth part contains papers describing new nature-inspired optimization algorithms. The fifth part presents diverse applications of nature-inspired optimization algorithms. The sixth part contains papers describing new optimization algorithms. The seventh part contains papers describing applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. Finally, the eighth part contains papers that present enhancements to meta-heuristics based on fuzzy logic techniques.

Table of contents (47 chapters)

Table of contents (47 chapters)
  • Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems

    Pages 3-11

    Gonzalez, Claudia I. (et al.)

  • Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets

    Pages 13-25

    Sanchez, Mauricio A. (et al.)

  • Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange

    Pages 27-45

    Soto, Jesus (et al.)

  • A New Proposal for a Granular Fuzzy C-Means Algorithm

    Pages 47-57

    Rubio, Elid (et al.)

  • Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks

    Pages 59-70

    Martínez, Gabriela E. (et al.)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-319-17747-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 176,79 €
price for Spain (gross)
Softcover 155,50 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
Editors
  • Patricia Melin
  • Oscar Castillo
  • Janusz Kacprzyk
Series Title
Studies in Computational Intelligence
Series Volume
601
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-17747-2
DOI
10.1007/978-3-319-17747-2
Hardcover ISBN
978-3-319-17746-5
Softcover ISBN
978-3-319-36961-7
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 637
Number of Illustrations
81 b/w illustrations, 226 illustrations in colour
Topics