Do Smart Adaptive Systems Exist? Best Practice for Selection and Com

This book is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence. It is therefore not intended as a collection of the most

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Studies in Fuzziness and Soft Computing, Volume 173 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 volume of this series can be found on our homepage: springeronline.com

Vol. 165. A.F. Rocha, E. Massad, A. Pereira Jr. The Brain: From Fuzzy Arithmetic to Quantum Computing, 2005 ISBN 3-540-21858-0

Vol. 158. K.K. Dompere Cost-Benefit Analysis and the Theory of Fuzzy Decisions – Identification and Measurement Theory, 2004 ISBN 3-540-22154-9

Vol. 166. W.E. Hart, N. Krasnogor, J.E. Smith (Eds.) Recent Advances in Memetic Algorithms, 2005 ISBN 3-540-22904-3

Vol. 159. E. Damiani, L.C. Jain, M. Madravia (Eds.) Soft Computing in Software Engineering, 2004 ISBN 3-540-22030-5

Vol. 167. Y. Jin (Ed.) Knowledge Incorporation in Evolutionary Computation, 2005 ISBN 3-540-22902-7

Vol. 160. K.K. Dompere Cost-Benefit Analysis and the Theory of Fuzzy Decisions – Fuzzy Value Theory, 2004 ISBN 3-540-22161-1

Vol. 168. Yap P. Tan, Kim H. Yap, Lipo Wang (Eds.) Intelligent Multimedia Processing with Soft Computing, 2005 ISBN 3-540-22902-7

Vol. 161. N. Nedjah, L. de Macedo Mourelle (Eds.) Evolvable Machines, 2005 ISBN 3-540-22905-1

Vol. 169. C.R. Bector, Suresh Chandra Fuzzy Mathematical Programming and Fuzzy Matrix Games, 2005 ISBN 3-540-23729-1

Vol. 162. R. Khosla, N. Ichalkaranje, L.C. Jain Design of Intelligent Multi-Agent Systems, 2005 ISBN 3-540-22913-2

Vol. 170. Martin Pelikan Hierarchical Bayesian Optimization Algorithm, 2005 ISBN 3-540-23774-7

Vol. 163. A. Ghosh, L.C. Jain (Eds.) Evolutionary Computation in Data Mining, 2005 ISBN 3-540-22370-3

Vol. 171. James J. Buckley Simulating Fuzzy Systems, 2005 ISBN 3-540-24116-7

Vol. 164. M. Nikravesh, L.A. Zadeh, J. Kacprzyk (Eds.) Soft Computing for Information Prodessing and Analysis, 2005 ISBN 3-540-22930-2

Vol. 172. Patricia Melin, Oscar Castillo Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing, 2005 ISBN 3-540-24121-3 Vol. 173. Bogdan Gabrys, Kauko Leivisk¨a, Jens Strackeljan (Eds.) Do Smart Adaptive Systems Exist?, 2005 ISBN 3-540-24077-2

Bogdan Gabrys Kauko Leivisk¨a Jens Strackeljan (Eds.)

Do Smart Adaptive Systems Exist? Best Practice for Selection and Combination of Intelligent Methods

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Bogdan Gabrys

Jens Strackeljan

Bournemouth University School of Design Engineering & Computing Poole House Talbot Campus, Fern Barrow Poole, BH12 5BB U.K. E-mail: [email protected]

Universit¨at Magdeburg Institut f¨ur Mechanik Lehrstuhl f¨ur Technische Dynamik Universit¨atsplatz 2, 39106 Magdeburg Germany E-mail:[email protected]

Kauko Leivisk¨a University Oulu Department of Process Engineering Control Engineering Laboratory P.O.Box 4300, 90014 Oulu Finland E-mail: kauko.leiviska@oulu.fi

ISSN print edition:1434-9922 ISSN electronic edition: 1860-0808 ISBN-10 3-540-24077-2 Springer Berlin Heidelberg New York ISBN-13 978-3-540-24077-8 Springer Berlin Heidelberg New York Library of Congress Control Number: 200411