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Studies in Fuzziness and Soft Computing

Soft Computing Applications in Optimization, Control, and Recognition

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

  • Presents the most recent advances in the applications of soft computing techniques to intelligent control, pattern recognition, and optimization of complex problems
  • Introduces new models and algorithms
  • The papers in this book consist of extended versions of selected papers presented by advanced doctoral students at the 2012 IEEE Symposium on Computers & Informatics (ISCI) meeting held in Tijuana, Mexico in May of 2012
  • Written and reviewed by leading experts in the field
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About this book

Soft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describes the application of soft computing techniques to intelligent control, pattern recognition, and optimization problems. The book is organized in four main parts. The first part deals with nature-inspired optimization methods and their applications. Papers included in this part propose new models for achieving intelligent optimization in different application areas. The second part discusses hybrid intelligent systems for achieving control. Papers included in this part make use of nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for the optimal design of intelligent controllers for different kind of applications. Papers in the third part focus on intelligent techniques for pattern recognition and propose new methods to solve complex pattern recognition problems. The fourth part discusses new theoretical concepts and methods for the application of soft computing to many different areas, such as natural language processing, clustering and optimization.

Table of contents (13 chapters)

  • Optimization of Type-2 and Type-1 Fuzzy Tracking Controllers for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm

    Astudillo, Leslie (et al.)

    Pages 3-26

  • A Genetic Algorithm for the Problem of Minimal Brauer Chains for Large Exponents

    Rodriguez-Cristerna, Arturo (et al.)

    Pages 27-51

  • Cellular Processing Algorithms

    Terán-Villanueva, J. David (et al.)

    Pages 53-74

  • Hierarchical Genetic Optimization of the Fuzzy Integrator for Navigation of a Mobile Robot

    Meléndez, Abraham (et al.)

    Pages 77-96

  • Particle Swarm Optimization for Multi-objective Control Design Using AT2-FLC in FPGA Device

    Maldonado, Yazmin (et al.)

    Pages 97-124

Buy this book

eBook $159.00
price for USA (gross)
  • ISBN 978-3-642-35323-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
  • ISBN 978-3-642-35322-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-44392-3
  • 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
Soft Computing Applications in Optimization, Control, and Recognition
Editors
  • Patricia Melin
  • Oscar Castillo
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
294
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35323-9
DOI
10.1007/978-3-642-35323-9
Hardcover ISBN
978-3-642-35322-2
Softcover ISBN
978-3-642-44392-3
Series ISSN
1434-9922
Edition Number
1
Number of Pages
VIII, 344
Topics