Studies in Fuzziness and Soft Computing

Computational Intelligence Systems and Applications

Neuro-Fuzzy and Fuzzy Neural Synergisms

Authors: Gorzalczany, Marian B.

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-3-7908-1801-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $189.00
price for USA
  • ISBN 978-3-7908-1439-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-3-662-00334-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book presents new concepts and implementations of Computational Intelligence (CI) systems (based on neuro-fuzzy and fuzzy neural synergisms) and a broad comparative analysis with the best-known existing neuro-fuzzy systems as well as with systems representing other knowledge-discovery techniques such as rough sets, decision trees, regression trees, probabilistic rule induction etc. This presentation is preceded by a discussion of the main directions of synthesizing fuzzy sets, artificial neural networks and genetic algorithms in the framework of designing CI systems. In order to keep the book self-contained, introductions to the basic concepts of fuzzy systems, artificial neural networks and genetic algorithms are given. This book is intended for researchers and practitioners in AI/CI fields and for students of computer science or neighbouring areas.

Table of contents (10 chapters)

  • Introduction

    Gorzałczany, Marian B.

    Pages 1-15

  • Elements of the theory of fuzzy sets

    Gorzałczany, Marian B.

    Pages 17-51

  • Essentials of artificial neural networks

    Gorzałczany, Marian B.

    Pages 53-84

  • Brief introduction to genetic algorithms

    Gorzałczany, Marian B.

    Pages 85-101

  • Main directions of combining artificial neural networks, fuzzy sets and evolutionary computations in designing computational intelligence systems

    Gorzałczany, Marian B.

    Pages 103-125

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-3-7908-1801-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $189.00
price for USA
  • ISBN 978-3-7908-1439-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-3-662-00334-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence Systems and Applications
Book Subtitle
Neuro-Fuzzy and Fuzzy Neural Synergisms
Authors
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
86
Copyright
2002
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-7908-1801-7
DOI
10.1007/978-3-7908-1801-7
Hardcover ISBN
978-3-7908-1439-2
Softcover ISBN
978-3-662-00334-3
Series ISSN
1434-9922
Edition Number
1
Number of Pages
X, 364
Topics