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Studies in Computational Intelligence

Recent Advances on Hybrid Approaches for Designing Intelligent Systems

Editors: Castillo, O., Melin, P., Pedrycz, W., Kacprzyk, J. (Eds.)

  • Recent advances on hybrid intelligent systems using soft computing techniques
  • Presents various aspects of bio-inspired models, soft computing and hybrid intelligent systems for control, mobile robotics, pattern recognition, time series prediction and other complex real world problems
  • Useful for researchers and practitioners including theoretical aspects as well as application papers
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eBook $179.00
price for USA in USD (gross)
  • ISBN 978-3-319-05170-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $279.99
price for USA in USD
  • ISBN 978-3-319-05169-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $229.99
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 21, 2016
  • ISBN 978-3-319-38274-6
  • Free shipping for individuals worldwide
Rent the eBook  
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About this book

This book describes recent advances on hybrid intelligent systems using soft computing techniques for diverse areas of application, such as intelligent control and robotics, pattern recognition, time series prediction and optimization complex problems. Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks and bio-inspired optimization algorithms, which can be used to produce powerful hybrid intelligent systems. The book is organized in five main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of type-2 fuzzy logic, which basically consists of papers that propose new models and applications for type-2 fuzzy systems. The second part contains papers with the main theme of bio-inspired optimization algorithms, which are basically papers using nature-inspired techniques to achieve optimization of complex optimization problems in diverse areas of application. The third part contains papers that deal with new models and applications of neural networks in real world problems. The fourth part contains papers with the theme of intelligent optimization methods, which basically consider the proposal of new methods of optimization to solve complex real world optimization problems. The fifth part contains papers with the theme of evolutionary methods and intelligent computing, which are papers considering soft computing methods for applications related to diverse areas, such as natural language processing, recommending systems and optimization.

Table of contents (44 chapters)

  • Genetic Algorithm Optimization for Type-2 Non-singleton Fuzzy Logic Controllers

    Martínez-Soto, Ricardo (et al.)

    Pages 3-18

  • Hierarchical Genetic Algorithms for Type-2 Fuzzy System Optimization Applied to Pattern Recognition and Fuzzy Control

    Sánchez, Daniela (et al.)

    Pages 19-35

  • Designing Type-2 Fuzzy Systems Using the Interval Type-2 Fuzzy C-Means Algorithm

    Rubio, Elid (et al.)

    Pages 37-50

  • Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning with Gaussian Membership Functions

    Gaxiola, Fernando (et al.)

    Pages 51-65

  • A Comparative Study of Membership Functions for an Interval Type-2 Fuzzy System used to Dynamic Parameter Adaptation in Particle Swarm Optimization

    Olivas, Frumen (et al.)

    Pages 67-78

Buy this book

eBook $179.00
price for USA in USD (gross)
  • ISBN 978-3-319-05170-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $279.99
price for USA in USD
  • ISBN 978-3-319-05169-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $229.99
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 21, 2016
  • ISBN 978-3-319-38274-6
  • Free shipping for individuals worldwide
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Recent Advances on Hybrid Approaches for Designing Intelligent Systems
Editors
  • Oscar Castillo
  • Patricia Melin
  • Witold Pedrycz
  • Janusz Kacprzyk
Series Title
Studies in Computational Intelligence
Series Volume
547
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-05170-3
DOI
10.1007/978-3-319-05170-3
Hardcover ISBN
978-3-319-05169-7
Softcover ISBN
978-3-319-38274-6
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 721
Number of Illustrations and Tables
355 b/w illustrations
Topics