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Studies in Computational Intelligence

Engineering Evolutionary Intelligent Systems

Editors: Abraham, Ajith, Grosan, Crina, Pedrycz, Witold (Eds.)

  • Reports recent research results on engineering evolutionary intelligent systems

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eBook $209.00
price for USA
  • ISBN 978-3-540-75396-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $269.00
price for USA
  • ISBN 978-3-540-75395-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $269.00
price for USA
  • ISBN 978-3-642-09466-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Evolutionary design of intelligent systems is gaining much popularity due to its capabilities in handling several real world problems involving optimization, complexity, noisy and non-stationary environment, imprecision, uncertainty and vagueness. This edited volume 'Engineering Evolutionary Intelligent Systems' deals with the theoretical and methodological aspects, as well as various evolutionary algorithm applications to many real world problems originating from science, technology, business or commerce. This volume comprises of 15 chapters including an introductory chapter which covers the fundamental definitions and outlines some important research challenges. Chapters were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.

Reviews

From the reviews:

"The purpose of this book … is to describe the variety of architectures and applications currently being used in evolutionary computation. Evolutionary computation has become an important and frequently used technique for problems in science, engineering, economics, medicine, business, commerce, and the like. … This book could be a useful exposé of how worldwide researchers (outside of the US) are developing new combinations of algorithms … . Summing Up: Recommended. Researchers, faculty, and professionals." (S. E. Haupt, CHOICE, Vol. 46 (01), September, 2008)


Table of contents (15 chapters)

  • Engineering Evolutionary Intelligent Systems: Methodologies, Architectures and Reviews

    Abraham, Ajith (et al.)

    Pages 1-22

  • Genetically Optimized Hybrid Fuzzy Neural Networks: Analysis and Design of Rule-based Multi-layer Perceptron Architectures

    Oh, Sung-Kwun (et al.)

    Pages 23-57

  • Genetically Optimized Self-organizing Neural Networks Based on Polynomial and Fuzzy Polynomial Neurons: Analysis and Design

    Oh, Sung-Kwun (et al.)

    Pages 59-108

  • Evolution of Inductive Self-organizing Networks

    Kim, Dongwon (et al.)

    Pages 109-128

  • Recursive Pattern based Hybrid Supervised Training

    Ramanathan, Kiruthika (et al.)

    Pages 129-156

Buy this book

eBook $209.00
price for USA
  • ISBN 978-3-540-75396-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $269.00
price for USA
  • ISBN 978-3-540-75395-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $269.00
price for USA
  • ISBN 978-3-642-09466-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Engineering Evolutionary Intelligent Systems
Editors
  • Ajith Abraham
  • Crina Grosan
  • Witold Pedrycz
Series Title
Studies in Computational Intelligence
Series Volume
82
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-75396-4
DOI
10.1007/978-3-540-75396-4
Hardcover ISBN
978-3-540-75395-7
Softcover ISBN
978-3-642-09466-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XX, 444
Number of Illustrations and Tables
191 b/w illustrations
Topics