Rule-Based Evolutionary Online Learning Systems A Principled Approac
This book offers a comprehensive introduction to learning classifier systems (LCS) – or more generally, rule-based evolutionary online learning systems. LCSs learn interactively – much like a neural network – but with an increased adaptivity and flexibili
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Martin V. Butz
Rule-Based Evolutionary Online Learning Systems A Principal Approach to LCS Analysis and Design
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Martin V. Butz Rule-Based Evolutionary Online Learning Systems
Studies in Fuzziness and Soft Computing, Volume 191 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 volumes of this series can be found on our homepage: springeronline.com Vol. 175. Anna Maria Gil-Lafuente Fuzzy Logic in Financial Analysis, 2005 ISBN 3-540-23213-3 Vol. 176. Udo Seiffert, Lakhmi C. Jain, Patric Schweizer (Eds.) Bioinformatics Using Computational Intelligence Paradigms, 2005 ISBN 3-540-22901-9 Vol. 177. Lipo Wang (Ed.) Support Vector Machines: Theory and Applications, 2005 ISBN 3-540-24388-7
Vol. 183. Larry Bull, Tim Kovacs (Eds.) Foundations of Learning Classifier Systems, 2005 ISBN 3-540-25073-5 Vol. 184. Barry G. Silverman, Ashlesha Jain, Ajita Ichalkaranje, Lakhmi C. Jain (Eds.) Intelligent Paradigms for Healthcare Enterprises, 2005 ISBN 3-540-22903-5 Vol. 185. Spiros Sirmakessis (Ed.) Knowledge Mining, 2005 ISBN 3-540-25070-0 Vol. 186. Radim Bˇelohlávek, Vilém Vychodil Fuzzy Equational Logic, 2005 ISBN 3-540-26254-7
Vol. 178. Claude Ghaoui, Mitu Jain, Vivek Bannore, Lakhmi C. Jain (Eds.) Knowledge-Based Virtual Education, 2005 ISBN 3-540-25045-X
Vol. 187. Zhong Li, Wolfgang A. Halang, Guanrong Chen (Eds.) Integration of Fuzzy Logic and Chaos Theory, 2005 ISBN 3-540-26899-5
Vol. 179. Mircea Negoita, Bernd Reusch (Eds.) Real World Applications of Computational Intelligence, 2005 ISBN 3-540-25006-9
Vol. 188. James J. Buckley, Leonard J. Jowers Simulating Continuous Fuzzy Systems, 2006 ISBN 3-540-28455-9
Vol. 180. Wesley Chu, Tsau Young Lin (Eds.) Foundations and Advances in Data Mining, 2005 ISBN 3-540-25057-3 Vol. 181. Nadia Nedjah, Luiza de Macedo Mourelle Fuzzy Systems Engineering, 2005 ISBN 3-540-25322-X Vol. 182. John N. Mordeson, Kiran R. Bhutani, Azriel Rosenfeld Fuzzy Group Theory, 2005 ISBN 3-540-25072-7
Vol. 189. Hans-Walter Bandemer Mathematics of Uncertainty, 2006 ISBN 3-540-28457-5 Vol. 190. Ying-ping Chen Extending the Scalability of Linkage Learning Genetic Algorithms, 2006 ISBN 3-540-28459-1 Vol. 191. Martin V. Butz Rule-Based Evolutionary Online Learning Systems, 2006 ISBN 3-540-25379-3
Martin V. Butz
Rule-Based Evolutionary Online Learning Systems A Principled Approach to LCS Analysis and Design
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Dr. Martin V. Butz Department of Cognitive Psychology University of Würzburg Röntgenring 11 97070, Würzburg Germany E-mail: [email protected]
Library of Congress Control Number: 2005932567
ISSN print edition: 1434-9922 ISSN electronic edition: 1860-0808 ISBN-10 3-540-25379-3 Springer Berlin Heidelberg New York ISBN-13 978-3-540-25379-2 Springer 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, reuse of illustration
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