Coevolutionary Fuzzy Modeling

Name: Coevolutionary Fuzzy Modeling
Brand: Springer, Berlin
SKU: 9783540229940
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Autor: C. A. Pena-Reyes

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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Building on fuzzy logic and evolutionary computing, this book introduces fuzzy cooperative coevoluti...

Informace o knize

Autor

C. A. Pena-Reyes

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2004

Stránek

134

EAN

9783540229940

ISBN

3540229949

Enbook ID

01559764

Vydavatel

Springer, Berlin

Hmotnost

236

Rozměry

156 x 234 x 8

Kompletní popis

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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Coevolutionary Fuzzy Modeling

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