Learning Classifier Systems 5th International Workshop, IWLCS 2002,
The 5th International Workshop on Learning Classi?er Systems (IWLCS2002) was held September 7–8, 2002, in Granada, Spain, during the 7th International Conference on Parallel Problem Solving from Nature (PPSN VII). We have included in this volume revised a
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Subseries of Lecture Notes in Computer Science
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Pier Luca Lanzi Wolfgang Stolzmann Stewart W. Wilson (Eds.)
Learning Classifier Systems 5th International Workshop, IWLCS 2002 Granada, Spain, September 7-8, 2002 Revised Papers
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Series Editors Jaime G. Carbonell, Carnegie Mellon University, Pittsburgh, PA, USA J¨org Siekmann, University of Saarland, Saarbr¨ucken, Germany Volume Editors Pier Luca Lanzi Politecnico di Milano Dipartimento di Elettronica e Informazione Artificial Intelligence and Robotics Laboratory Piazza Leonardo da Vinci 32, 20133 Milano, Italy E-mail: [email protected] Wolfgang Stolzmann Universit¨at W¨urzburg Institut f¨ur Psychologie III R¨ontgenring 11, 97070 W¨urzburg, Germany E-mail: [email protected] Stewart W. Wilson Prediction Dynamics, Concord MA 01742,USA and The University of Illinois Department of General Engineering Urbana-Champaign IL 61801, USA E-mail: [email protected]
Cataloging-in-Publication Data applied for A catalog record for this book is available from the Library of Congress. Bibliographic information published by Die Deutsche Bibliothek Die Deutsche Bibliothek lists this publication in the Deutsche Nationalbibliografie; detailed bibliographic data is available in the Internet at . CR Subject Classification (1998): I.2, F.4.1, F.1.1, H.2.8 ISSN 0302-9743 ISBN 3-540-20544-6 Springer-Verlag 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, re-use of illustrations, recitation, broadcasting, reproduction on microfilms 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 Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer-Verlag. Violations are liable for prosecution under the German Copyright Law. Springer-Verlag is a part of Springer Science+Business Media springeronline.com c Springer-Verlag Berlin Heidelberg 2003 Printed in Germany Typesetting: Camera-ready by author, data conversion by Olgun Computergrafik Printed on acid-free paper SPIN: 10969229 06/3142 543210
Preface
The 5th International Workshop on Learning Classifier Systems (IWLCS 2002) was held September 7–8, 2002, in Granada, Spain, during the 7th International Conference on Parallel Problem Solving from Nature (PPSN VII). We have included in this volume revised and extended versions of the papers presented at the workshop. In the first paper, Browne introduces a new model of learning classifier system, iLCS, and tests it on the Wisconsin Breast Cancer classification problem. Dixon et al. present an algorithm for reducing the solutions evolved by the classifier system XCS, so as to produce a small set of readily understandable rules. Enee and Barbaroux take a close look at Pittsburgh-style classifier syst
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