Advances in Computational Intelligence Theory and Practice

The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. The book provides complete coverage of the core issues in the field, especially in fuzzy

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Advisory Board: S. Amari G. Brassard M. Conrad K.A. De Jong C.C.A.M. Gielen T. Head L. Kari L. Landweber T. Martinetz Z. Michalewicz M.C. Mozer E. Oja G. Paun J. Reif H. Rubin A. Salomaa M. Schoenauer H.-P. Schwefel D. Whitley E. Winfree J.M. Zurada

Springer-Verlag Berlin Heidelberg GmbH

Hans-Paul Schwefel In go Wegener Klaus Weinert (Eds.)

Advances in

Computational Intelligence Theory and Practice With 91 Figures and 30 Tables

Springer

Editors

Series Editors

Prof. Dr. Hans-Paul Schwefel Universităt Dortmund Fachbereich Informatik Lehrstuhl Informatik XI 44221 Dortmund, Germany [email protected]

G. Rozenberg (Managing Editor) Th. Băck, A.E. Eiben, J.N. Kok, H.P. Spaink

Prof. Dr. Ingo Wegener Dortmund Lehrstuhl Informatik II 44221 Dortmund, Germany [email protected] Universităt

Leiden Center for Natural Computing Leiden University Niels Bohrweg 1 2333 CA Leiden The Netherlands [email protected]

Prof. Dr. Klaus Weinert Dortmund Fakultăt Maschinenbau Institut fUr Spannende Fertigung 44221 Dortmund, Germany [email protected] Universităt

Library of Congress Cataloging-in- Publication Data Advances in computational intelligence: theory and practice/Hans-Paul Schwefel, rngo Wegener, Klaus Weinert (eds.) p. cm. - (Natural computing series) Includes bibliographical references and index. ISBN 978-3-642-07758-6 ISBN 978-3-662-05609-7 (eBook) DOI 10.1007/978-3-662-05609-7 1. Computational intelligence. 1. Schwefel, Hans-Paul. II. Wegener, Ingo. III. Weinert, Klaus, 1943- IV. Series. Q342 .A37 2002 006.3-dc21 2002021693

ACM Computing Classification (1998): El, E2, G.1.6, G.3, G.4, I.2.3, 1.2.8, 1.5.1, J.2, J.6

ISBN 978-3-642-07758-6 This work is subject to copyright. AII rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of iIIustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publicat ion or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer-Verlag Berlin Heidelberg GmbH. Violations are liable for prosecution under the German Copyright Law. http://www.springer.de © Springer-Verlag Berlin Heidelberg 2003 Originally published by Springer-Verlag Berlin Heidelberg New York in 2003 Softcover reprint ofthe hardcover Ist edition 2003 The use of general descriptive names, trademarks, etc. in this publicat ion does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.

Cover Design: KiinkelLopka, Heidelberg Typesetting: Camera ready by the editors Printed on acid-free paper SPIN 10865923

45/3142SR - 5 4 3 2 I O

Preface

Most authors of this book are, only a few were, members of the Collaborative Research Center Design and Management of Complex Technical Processes and Systems by Me