Advances in Learning Classifier Systems

Stolzmann Wolfgang Lanzi Pier L. Wilson Stewart W.

ISBN 10: 3540424377 / ISBN 13: 9783540424376

Published by Springer, 2001

About this Item

PRINT ON DEMAND pp. 288.

Seller Inventory # 183078336

Bibliographic Details

• Title: Advances in Learning Classifier Systems
• Publisher: Springer
• Publication Date: 2001
• Language: English
• ISBN 10: 3540424377
• ISBN 13: 9783540424376
• Binding: Soft cover
• Condition: New

About this title

Synopsis

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.

Synopsis

This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop on Learning Classifier Systems, IWLCS 2000, held in Paris, France in September 2000. The 13 revised full papers presented have gone through two rounds of reviewing and selection. Also included is a comprehensive LCS bibliography listing more than 600 entries as well as an appendix. The papers are organized in topical sections on theory, applications, and advanced architectures.