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612-822-4611
Genetic Fuzzy Systems (V19)

Genetic Fuzzy Systems (V19)

Paperback

Series: Advances in Fuzzy Systems-Applications and Theory, Book 19

Technology & EngineeringGeneral Computers

ISBN10: 9810240171
ISBN13: 9789810240172
Publisher: World Scientific Publishing Company
Published: Jul 16 2001
Pages: 488
Weight: 1.44
Height: 1.03 Width: 6.36 Depth: 8.48
Language: English

In recent years, a great number of publications have explored the use of genetic algorithms as a tool for designing fuzzy systems. Genetic Fuzzy Systems explores and discusses this symbiosis of evolutionary computation and fuzzy logic.

The book summarizes and analyzes the novel field of genetic fuzzy systems, paying special attention to genetic algorithms that adapt and learn the knowledge base of a fuzzy-rule-based system. It introduces the general concepts, foundations and design principles of genetic fuzzy systems and covers the topic of genetic tuning of fuzzy systems. It also introduces the three fundamental approaches to genetic learning processes in fuzzy systems: the Michigan, Pittsburgh and Iterative-learning methods. Finally, it explores hybrid genetic fuzzy systems such as genetic fuzzy clustering or genetic neuro-fuzzy systems and describes a number of applications from different areas.

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General Computers