Computational Intelligence : Methods and Techniques
Language: English
Published by Springer, 2008
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 53.24
Quantity: 1 available
Add to basketItem description from seller
Seller Inventory # 9783540762874
- Title
- Computational Intelligence : Methods and Techniques
- Author
- Leszek Rutkowski
- Publisher
- Springer
- Publication year
- 2008
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 3540762876
- ISBN 13
- 9783540762874
- Item weight
- 957 grams
- Dimensions
- 241x160x33 mm
"Synopsis" may belong to another edition of this title.
From the Back Cover
This book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. Those techniques are today commonly applied issues of artificial intelligence, e.g. to process speech and natural language, build expert systems and robots. The first part of the book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next various neural network architectures are presented and their learning algorithms are derived. Moreover, the family of evolutionary algorithms is discussed, in particular the classical genetic algorithm, evolutionary strategies and genetic programming, including connections between these techniques and neural networks and fuzzy systems. In the last part of the book, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared. This well-organized modern approach to methods and techniques of intelligent calculations includes examples and exercises in each chapter and a preface by Jacek Zurada, president of IEEE Computational Intelligence Society (2004-05).
"About the title" may belong to another edition of this title.
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