Hybrid Intelligent Systems Analysis and Design

The objective of this edited volume is to offer a general view at the recent conceptual developments of Soft Computing (SC) regarded as a general methodology supporting the design of hybrid systems along with their diversified applications to modeling, si

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Studies in Fuzziness and Soft Computing, Volume 208 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 192. Jose A. Lozano, Pedro Larrañaga, Iñaki Inza, Endika Bengoetxea (Eds.) Towards a New Evolutionary Computation, 2006 ISBN 3-540-29006-0 Vol. 193. Ingo Glöckner Fuzzy Quantifiers: A Computational Theory, 2006 ISBN 3-540-29634-4 Vol. 194. Dawn E. Holmes, Lakhmi C. Jain (Eds.) Innovations in Machine Learning, 2006 ISBN 3-540-30609-9 Vol. 195. Zongmin Ma Fuzzy Database Modeling of Imprecise and Uncertain Engineering Information, 2006 ISBN 3-540-30675-7 Vol. 196. James J. Buckley Fuzzy Probability and Statistics, 2006 ISBN 3-540-30841-5 Vol. 197. Enrique Herrera-Viedma, Gabriella Pasi, Fabio Crestani (Eds.) Soft Computing in Web Information Retrieval, 2006 ISBN 3-540-31588-8 Vol. 198. Hung T. Nguyen, Berlin Wu Fundamentals of Statistics with Fuzzy Data, 2006 ISBN 3-540-31695-7 Vol. 199. Zhong Li Fuzzy Chaotic Systems, 2006 ISBN 3-540-33220-0

Vol. 200. Kai Michels, Frank Klawonn, Rudolf Kruse, Andreas Nürnberger Fuzzy Control, 2006 ISBN 3-540-31765-1 Vol. 201. Cengiz Kahraman (Ed.) Fuzzy Applications in Industrial Engineering, 2006 ISBN 3-540-33516-1 Vol. 202. Patrick Doherty, Witold Łukaszewicz, Andrzej Skowron, Andrzej Szałas Knowledge Representation Techniques: A Rough Set Approach, 2006 ISBN 3-540-33518-8 Vol. 203. Gloria Bordogna, Giuseppe Psaila (Eds.) Flexible Databases Supporting Imprecision and Uncertainty, 2006 ISBN 3-540-33288-X Vol. 204. Zongmin Ma (Ed.) Soft Computing in Ontologies and Semantic Web, 2006 ISBN 3-540-33472-6 Vol. 205. Mika Sato-Ilic, Lakhmi C. Jain Innovations in Fuzzy Clustering, 2006 ISBN 3-540-34356-3 Vol. 206. A. Sengupta (Ed.) Chaos, Nonlinearity, Complexity, 2006 ISBN 3-540-31756-2 Vol. 207. Isabelle Guyon, Steve Gunn, Masoud Nikravesh, Lotfi A. Zadeh (Eds.) Feature Extraction, 2006 ISBN 3-540-35487-5 Vol. 208. Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz (Eds.) Hybrid Intelligent Systems, 2007 ISBN 3-540-34719-1

Oscar Castillo Patricia Melin Janusz Kacprzyk Witold Pedrycz (Eds.)

Hybrid Intelligent Systems Analysis and Design

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Oscar Castillo Patricia Melin

Witold Pedrycz University of Alberta Department of Electrical and Computer Engineering Edmonton, Alberta T6J 2V4, Canada E-mail: [email protected]

Tijuana Institute of Technology Department of Computer Science Tijuana, Mexico P.O. Box 4207 Chula Vista CA 91909, USA E-mail: [email protected] [email protected]

Janusz Kacprzyk Polish Academy of Sciences Systems Research Institute Newelska 6 01-447 Warszawa Poland E-mail: [email protected]

Library of Congress Control Number: 2006931771

ISSN print edition: 1434-9922 ISSN electronic edition: 1860-0808 ISBN-10 3-540-37419-1 Springer Berlin Heidelberg New York ISBN-13 978-3-540-37419-0 Springer Berlin Heidelberg New York This work is subject to copyrig