Complexity Management in Fuzzy Systems A Rule Base Compression Appro
This book presents a systematic study on the inherent complexity in fuzzy systems, resulting from the large number and the poor transparency of the fuzzy rules. The study uses a novel approach for complexity management, aimed at compressing the fuzzy rule
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Studies in Fuzziness and Soft Computing, Volume 211 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. 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 Vol. 209. Alexander Mehler, Reinhard Köhler Aspects of Automatic Text Analysis, 2007 ISBN 3-540-37520-1 Vol. 210. Mike Nachtegael, Dietrich Van der Weken, Etienne E. Kerre, Wilfried Philips (Eds.) Soft Computing in Image Processing, 2007 ISBN 3-540-38232-1 Vol. 211. Alexander Gegov Complexity Management in Fuzzy Systems, 2007 ISBN 3-540-38883-4
Alexander Gegov
Complexity Management in Fuzzy Systems A Rule Base Compression Approach
ABC
Alexander Gegov University of Portsmouth School of Computing Buckingham Building P01 3HE Portsmouth United Kingdom E-mail: [email protected]
Library of Congress Control Number: 2006933536
ISSN print edition: 1434-9922 ISSN electronic edition: 1860-0808 ISBN-10 3-540-38883-4 Springer Berlin Heidelberg New York ISBN-13 978-3-540-38883-8 Springer Berlin Heidelberg New York This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Cop
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