Lecture Notes in Computer Science

Coevolutionary Fuzzy Modeling

Editors: Peña-Reyes, Carlos Andrés (Ed.)

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About this book

Building on fuzzy logic and evolutionary computing, this book introduces fuzzy cooperative coevolution as a novel approach to systems design, conductive to explaining human decision process. Fuzzy cooperative coevolution is a methodology for constructing systems able to accurately predict the outcome of a decision-making process, while providing an understandable explanation of the underlying reasoning.

The central contribution of this work is the use of an advanced evolutionary technique, cooperative coevolution, for dealing with the simultaneous design of connective and operational parameters. Cooperative coevolution overcomes several limitations exhibited by other standard evolutionary approaches.

The applicability of fuzzy cooperative coevolution is validated by modeling the decision processes of three real-world problems, an iris data benchmark problem and two problems from breast cancer diagnosis.

Table of contents (7 chapters)

  • 1 Introduction

    Peña Reyes, Carlos Andrés

    Pages 1-26

    Preview Buy Chapter 30,19 €
  • 2 Evolutionary Fuzzy Modeling

    Peña Reyes, Carlos Andrés

    Pages 27-50

    Preview Buy Chapter 30,19 €
  • 3 Coevolutionary Fuzzy Modeling

    Peña Reyes, Carlos Andrés

    Pages 51-69

    Preview Buy Chapter 30,19 €
  • 4 Breast Cancer Diagnosis by Fuzzy CoCo

    Peña Reyes, Carlos Andrés

    Pages 71-87

    Preview Buy Chapter 30,19 €
  • 5 Analyzing Fuzzy CoCo

    Peña Reyes, Carlos Andrés

    Pages 89-102

    Preview Buy Chapter 30,19 €

Buy this book

eBook 51,16 €
price for Spain (gross)
  • ISBN 978-3-540-30118-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 62,39 €
price for Spain (gross)
  • ISBN 978-3-540-22994-0
  • 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
Coevolutionary Fuzzy Modeling
Editors
  • Carlos Andrés Peña-Reyes
Series Title
Lecture Notes in Computer Science
Series Volume
3204
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-30118-9
DOI
10.1007/b99869
Softcover ISBN
978-3-540-22994-0
Series ISSN
0302-9743
Edition Number
1
Number of Pages
XIV, 134
Topics