Evolving Rule-Based Models A Tool for Design of Flexible Adaptive Sy
The objects of modelling and control change due to dynamical characteristics, fault development or simply ageing. There is a need to up-date models inheriting useful structure and parameter information. The book gives an original solution to this problem
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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] hup://www.springer.de/cgi-binlsearch_book.pl?series=2941
Further volumes of this series can be found at our homepage. Vol. 72. M. Mares Fuzzy Cooperative Games, 2001 ISBN 3-7908-1392-3 Vol. 73. Y. Yoshida (Ed.) Dynamical Aspects in Fuzzy Decision, 2001 ISBN 3-7908-1397-4 Vol. 74. H.-N. Teodorescu, L.C. Jain and A. Kandel (Eds.) Hardware 1mplementation of 1ntelligent Systems, 2001 ISBN 3-7908-1399-0 Vol. 75. V. Loia and S. Sessa (Eds.) Soft Computing Agents, 2001 ISBN 3-7908-1404-0 Vol. 76. D. Ruan, J. Kacprzyk and M. Fedrizzi (Eds.) Soft Computing for Risk Evaluation and Management, 2001 ISBN 3-7908-1406-7 Vol. 77. W. Liu Propositional, Probabilistic and Evidential Reasoning, 2001 ISBN 3-7908-1414-8 Vol. 78. U. Seiffert and L. C. Jain (Eds.) Self-Organizing Neural Networks, 2002 ISBN 3-7908-1417-2 Vol. 79. A. Osyczka Evolutionary Algorithms for Single and Multicriteria Design Optimization, 2002 ISBN 3-7908-1418-0 Vol. 80. P. Wong, F. Aminzadeh and M. Nikravesh (Eds.) Soft Computing for Reservoir Characterization and Modeling, 2002 ISBN 3-7908-1421-0 Vol. 81. V. Dimitrov and V. Korotkich (Eds.) Fuzzy Logic. 2002 ISBN 3-7908-1425-3
Vol. 82. Ch. Carlsson and R. Fuller Fuzzy Reasoning in Decision Making and Optimization, 2002 ISBN 3-7908-1428-8 Vol. 83. S. Barro and R. Marin (Eds.) Fuz...7)' Logic in Medicine, 2002 ISBN 3-7908-1429-6 Vol. 84. L.C. Jain and J. Kacprzyk (Eds.) New Learning Paradigms in Soft Computing, 2002 ISBN 3-7908-1436-9 Vol. 85. D. Rutkowska Neuro-Fuzzy Architectures and Hybrid Learning, 2002 ISBN 3-7908-1438-5 Vol. 86. M.B. Gorzalczany Computational Intelligence Systems and Applications, 2002 ISBN 3-7908-1439-3 Vol. 87. C. Bertoluzza, M.A. Gil and D.A. Ralescu (Eds.) Statistical Modeling, Analysis and Management of Fuzzy Data, 2002 ISBN 3-7908-1440-7 Vol. 88. R. P. Srivastava and T.1. Mock (Eds.) Belief Functions in Business Decisions, 2002 ISBN 3-7908-1451-2 Vol. 89. B. Bouchon-Meunier, 1. Gutierrez-Rios, L. Magdalena and R.R. Yager (Eds.) Technologies for Constructing Intelligent Systems 1, 2002 ISBN 3-7908-1454-7 Vol. 90. B. Bouchon-Meunier, 1. Gutierrez-Rios, L. Magdalena and R.R. Yager (Eds.) Technologies for Constructing Intelligent Systems 2, 2002 ISBN 3-7908-1455-5 Vol. 91. J. 1. Buckley, E. Eslami and T. Feuring Fuzzy Mathematics in Economics and Engineering, 2002 ISBN 3-7908-1456-3
Plamen P. Angelov
Evolving Rule-Based Models A Tool for Design of Flexible Adaptive Systems With 106 Figures and 9 Tables
Springer-Verlag Berlin Heidelberg GmbH
Dr. Plamen P. Angelov Lougbborougb University Department of Civil and Building Engineering Lougbborougb, LEI 1 3TU United Kingdom [email protected]
ISSN 1434-9922 ISBN 978-3-7908-2506-0 ISBN 978-3-7908-1794-2 (eBook) DOI 10.1007/978-3-7908-1794-2 Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnabme Angelo
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