Computational Intelligence

Methods and Techniques

By:

Leszek Rutkowski

Format:

Paperback / softback

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Description

This quite simply superb book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are today commonly applied to issues of artificial intelligence. The book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next up, various neural network architectures are presented and their learning algorithms are derived. Then, the family of evolutionary algorithms is discussed, including connections between these techniques and neural networks and fuzzy systems. Finally, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared.

Release date NZ

October 19th, 2010

Author

Leszek Rutkowski

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 1st ed. 2008

Illustrations

122 Tables, black and white; 242 Illustrations, black and white; XIV, 514 p. 242 illus.

Pages

514

Dimensions

155x235x27

ISBN-13

9783642095153

Product ID

9985095

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