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Coevolutionary Fuzzy Modeling (Lecture Notes in Computer Science) [Paperback]

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Item description for Coevolutionary Fuzzy Modeling (Lecture Notes in Computer Science) by Carlos Andrés Peña-Reyes...

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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Item Specifications...

Pages   129
Est. Packaging Dimensions:   Length: 9.2" Width: 6.1" Height: 0.4"
Weight:   0.5 lbs.
Binding  Softcover
Release Date   Nov 23, 2004
Publisher   Springer
ISBN  3540229949  
ISBN13  9783540229940  

Availability  103 units.
Availability accurate as of Oct 26, 2016 11:09.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Bargain Books > Children > Science, Nature & How It Works
2Books > Bargain Books > Science & Nature
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
6Books > Subjects > Computers & Internet > Computer Science > Software Engineering > Information Systems
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Programming > Algorithms > Fuzzy Logic
9Books > Subjects > Professional & Technical > Professional Science > Mathematics > Pure Mathematics > Logic
10Books > Subjects > Science > Evolution > General
11Books > Subjects > Science > Mathematics > General
12Books > Subjects > Science > Mathematics > Pure Mathematics > Logic

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