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Coevolutionary Fuzzy Modeling

Language EnglishEnglish
Book Paperback
Book Coevolutionary Fuzzy Modeling C. A. Pena-Reyes
Libristo code: 01559764
Publishers Springer, Berlin, November 2003
Building on fuzzy logic and evolutionary computing, this book introduces fuzzy cooperative coevoluti... Full description
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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.

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About the book

Full name Coevolutionary Fuzzy Modeling
Language English
Binding Book - Paperback
Date of issue 2004
Number of pages 134
EAN 9783540229940
ISBN 3540229949
Libristo code 01559764
Publishers Springer, Berlin
Weight 236
Dimensions 156 x 234 x 8
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