Advanced Fuzzy Systems Design and Applications

Fuzzy rule systems have found a wide range of applications in many fields of science and technology. Traditionally, fuzzy rules are generated from human expert knowledge or human heuristics for relatively simple systems. In the last few years, data-driven

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Studies in Fuzziness and Soft Computing Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw, Poland E-mail: [email protected] http://www.springer.de/cgi-binlsearch_book.pl?series = 2941

Further volumes of this series can be found at our homepage.

Vol. 101. S.J. Ovaska and L.M. Sztandera (Eds.) Soft Computing in Industrial Electronics, 2002 ISBN 3-7908-1477-6

Vol. 91. J.J. Buckley, E. Eslami and T. Feuring Fuzzy Mathematics in Economics and Engineering, 2002 ISBN 3-7908-1456-3

Vol. 102. B. Liu Theory and Practice of Uncertain Programming, 2002 ISBN 3-7908-1490-3

Vol. 92. P. P. Angelov Evolving Rule-Based Models, 2002 ISBN 3-7908-1457-1 Vol. 93. V. V. Cross and T. A. Sudkamp Similarity and Compatibility in Fuzzy Set Theory, 2002 ISBN 3-7908-1458-X Vol. 94. M. MacCrimmon and P. Tillers (Eds.) The Dynamics of Judicial Proof, 2002 ISBN 3-7908-1459-8 Vol. 95. T. Y. Lin, Y. Y. Yao and L. A. Zadeh (Eds.) Data Mining, Rough Sets and Granular Computing, 2002 ISBN 3-7908-1461-X Vol. 96. M. Schmitt, H.-N. Teodorescu, A. Jain, A. Jain, S. Jain and L. C. Jain (Eds.) Computational Intelligence Processing in Medical Diagnosis, 2002 ISBN 3-7908-1463-6 Vol. 97. T. Calvo, G. Mayor and R. Mesiar (Eds.) Aggregation Operators, 2002 ISBN 3-7908-1468-7 Vol. 98. L.c. Jain, Z. Chen and N. Jchalkaranje (Eds.) Intelligent Agents and Their Applications, 2002 ISBN 3-7908-1469-5

Vol. 103. N. Barnes and Z.-Q. Liu Knowledge-Based Vision-Guided Robots, 2002 ISBN 3-7908-1494-6 Vol. 104. F. Rothlauf Representations for Genetic and Evolutionary Algorithms, 2002 ISBN 3-7908-1496-2 Vol. 105. 1. Segovia, P. S. Szczepaniak and M. Niedzwiedzinski (Eds.) E-Commerce and Intelligent Methods, 2002 ISBN 3-7908-1499-7 Vol. 106. P. Matsakis and L.M. Sztandera (Eds.) Applying Soft Computing in D~fining Spatial Relations, 2002 ISBN 3-7908-1504-7 Vol. 107. V. Dimitrov and B. Hodge Social Fuzziology, 2002 ISBN 3-7908-1506-3 Vol. 108. L. M. Sztandera and C. Pastore (Eds.) Soft Computing in Textile Sciences, 2003 ISBN 3-7908-1512-8 Vol. 109. R.1. Duro, J. Santos and M. Grana (Eds.) Biologically Inspired Robot Behavior Engineering, 2003 ISBN 3-7908-1513-6

Vol. 99. C. Huang and Y. Shi Towards Efficient Fuzzy Information Processing, 2002 ISBN 3-7908-1475-X

Vol. I 10. E. Fink Changes of Problem Representation, 2003 ISBN 3-7908-1523-3

Vol. 100. S.-H. Chen (Ed.) Evolutionary Computation in Economics and Finance, 2002 ISBN 3-7908-1476-8

Vol. Ill. P. S. Szczepaniak, J. Segovia, 1. Kacprzyk and L. A. Zadeh (Eds.) Intelligent Exploration of the Web, 2003 ISBN 3-7908-1529-2

Yaochu Jin

Advanced Fuzzy Systems Design and Applications With 170 Figures and 10 Tables

Physica-Verlag A Springer-Verlag Company

Dr. Yaochu Jin Honda R&D Europe GmbH Future Technology Research Carl-Legien-StraBe 30 63073 Offenbach/Main Germany [email protected]

ISSN 1434-9922 ISBN 978-3-7908-2520-6 Library of Congress Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsauf