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Studies in Computational Intelligence

Recent Advances on Hybrid Intelligent Systems

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

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  • Latest research on Hybrid Intelligent Systems
  • Comprises papers on diverse 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
  • Written by leading experts in the field
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About this book

This book presents recent advances on hybrid intelligent systems using soft computing techniques for intelligent control and robotics, pattern recognition, time series prediction and optimization of 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 groups of papers around a similar subject. The first part consists of papers with the main theme of hybrid intelligent systems for control and robotics, which are basically state of the art papers that propose new models and concepts, which can be the basis for achieving intelligent control and mobile robotics. The second part contains papers with the main theme of hybrid intelligent systems for pattern recognition and time series prediction, which are basically papers using nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for achieving efficient pattern recognition or time series prediction. The third part contains papers with the theme of bio-inspired and genetic optimization methods, which basically consider the proposal of new methods and applications of bio-inspired optimization to solve complex optimization of real problems. The fourth part contains papers that deal with the application of intelligent optimization techniques in real world problems in scheduling, planning and manufacturing. 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 (42 chapters)

Table of contents (42 chapters)
  • Optimization of a Fuzzy Tracking Controller for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm

    Pages 3-20

    Astudillo, Leslie (et al.)

  • Evolutionary Optimization of the Fuzzy Integrator in a Navigation System for a Mobile Robot

    Pages 21-31

    Meléndez, Abraham (et al.)

  • Particle Swarm Optimization for Average Approximation of Interval Type-2 Fuzzy Inference Systems Design in FPGAs for Real Applications

    Pages 33-49

    Maldonado, Yazmin (et al.)

  • Genetic Optimization of Membership Functions in Modular Fuzzy Controllers for Complex Problems

    Pages 51-62

    Cervantes, Leticia (et al.)

  • Designing Systematic Stable Fuzzy Logic Controllers by Fuzzy Lyapunov Synthesis

    Pages 63-79

    Ibarra, María Concepción (et al.)

Buy this book

eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-642-33021-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.99
price for USA in USD
  • ISBN 978-3-642-33020-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA in USD
  • ISBN 978-3-642-43859-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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 Intelligent Systems
Editors
  • Oscar Castillo
  • Patricia Melin
  • Janusz Kacprzyk
Series Title
Studies in Computational Intelligence
Series Volume
451
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-33021-6
DOI
10.1007/978-3-642-33021-6
Hardcover ISBN
978-3-642-33020-9
Softcover ISBN
978-3-642-43859-2
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 572
Topics