Computational Intelligence : Methods and Techniques

Rutkowski, Leszek

ISBN 10: 3540762876 / ISBN 13: 9783540762874

Published by Springer-Verlag, 2008

About this Item

Seller Inventory # 5436979-n

Bibliographic Details

• Title: Computational Intelligence : Methods and Techniques
• Publisher: Springer-Verlag
• Publication Date: 2008
• Language: English
• ISBN 10: 3540762876
• ISBN 13: 9783540762874
• Binding: Hardcover
• Condition: New

About this title

Synopsis

Brand New International Paper-back Edition same as per description, **Economy edition, May have been printed in Asia with cover stating Not for sale in US. Legal to use despite any disclaimer on cover. Save Money. Contact us for any queries. Best Customer Support! All Orders shipped with Tracking Number.

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).