Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1996)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
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About this book
Learning classi er systems are rule-based systems that exploit evolutionary c- putation and reinforcement learning to solve di cult problems. They were - troduced in 1978 by John H. Holland, the father of genetic algorithms, and since then they have been applied to domains as diverse as autonomous robotics, trading agents, and data mining. At the Second International Workshop on Learning Classi er Systems (IWLCS 99), held July 13, 1999, in Orlando, Florida, active researchers reported on the then current state of learning classi er system research and highlighted some of the most promising research directions. The most interesting contri- tions to the meeting are included in the book Learning Classi er Systems: From Foundations to Applications, published as LNAI 1813 by Springer-Verlag. The following year, the Third International Workshop on Learning Classi er Systems (IWLCS 2000), held September 15{16 in Paris, gave participants the opportunity to discuss further advances in learning classi er systems. We have included in this volume revised and extended versions of thirteen of the papers presented at the workshop.
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Table of contents (15 papers)
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Front Matter
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Theory
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The Bibliography
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Appendix
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Back Matter
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Learning Classifier Systems
Book Subtitle: Third International Workshop, IWLCS 2000, Paris, France, September 15-16, 2000. Revised Papers
Editors: Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/3-540-44640-0
Publisher: Springer Berlin, Heidelberg
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eBook Packages: Springer Book Archive
Copyright Information: Springer-Verlag Berlin Heidelberg 2001
Softcover ISBN: 978-3-540-42437-6Published: 29 August 2001
eBook ISBN: 978-3-540-44640-8Published: 31 July 2003
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: VIII, 280
Topics: Artificial Intelligence, Theory of Computation, Mathematical Logic and Formal Languages, Computation by Abstract Devices