Studies in Fuzziness and Soft Computing

Computational Intelligence Systems and Applications

Neuro-Fuzzy and Fuzzy Neural Synergisms

Authors: Gorzalczany, Marian B.

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eBook 130,89 €
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  • ISBN 978-3-7908-1801-7
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Hardcover 171,59 €
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  • ISBN 978-3-7908-1439-2
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Softcover 171,59 €
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  • ISBN 978-3-662-00334-3
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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

    Preview Buy Chapter 30,19 €
  • Elements of the theory of fuzzy sets

    Gorzałczany, Marian B.

    Pages 17-51

    Preview Buy Chapter 30,19 €
  • Essentials of artificial neural networks

    Gorzałczany, Marian B.

    Pages 53-84

    Preview Buy Chapter 30,19 €
  • Brief introduction to genetic algorithms

    Gorzałczany, Marian B.

    Pages 85-101

    Preview Buy Chapter 30,19 €
  • Main directions of combining artificial neural networks, fuzzy sets and evolutionary computations in designing computational intelligence systems

    Gorzałczany, Marian B.

    Pages 103-125

    Preview Buy Chapter 30,19 €

Buy this book

eBook 130,89 €
price for Spain (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 171,59 €
price for Spain (gross)
  • ISBN 978-3-7908-1439-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 171,59 €
price for Spain (gross)
  • ISBN 978-3-662-00334-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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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