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Article: Neuro-Fuzzy Pattern Recognition Methods in Soft Computing. (Book Reviews).
- Article from:
- IIE Transactions
- Article date:
- June 1, 2002
- Author:
CopyrightCOPYRIGHT 2002 Institute of Industrial Engineers, Inc. (IIE). This material is published under license from the publisher through the Gale Group, Farmington Hills, Michigan. All inquiries regarding rights should be directed to the Gale Group. (Hide copyright information)
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John Wiley & Sons, New York, 1999, 375 pp ., ISBN 0-471-34844-9
"Soft computing" is the name given to a collection of machine learning and uncertainty management techniques that exploit a tolerance for imprecision and/or biologically inspired models of computation. Soft computing techniques include fuzzy logic, neural networks, evolutionary computation, and probabilistic reasoning. One of the recognized members of the soft computing domain is the area of neuro-fuzzy systems, which are hybridizations of fuzzy logic systems and neural networks. Neuro-fuzzy systems are a synergistic combination of the transparency of fuzzy systems and the learning capability of ...