Advances in Learning Classifier Systems: 4th International Workshop, IWLCS 2001, San Francisco, CA, USA,...

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Pier L. Lanzi Wolfgang Stolzmann

Advances in Learning Classifier Systems

4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001. Revised Papers...

Pier L. Lanzi, Wolfgang Stolzmann, Stewart W. Wilson

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English

Springer-Verlag Berlin and Heidelberg GmbH & Co. K
12 June 2002

Scientific nomenclature & classification; Machine learning

Series: Lecture Notes in Artificial Intelligence

Summary
Details

This book constitutes the thoroughly refereed post-proceedings of the 4th International Workshop on Learning Classifier Systems, IWLCS 2001, held in San Francisco, CA, USA, in July 2001. The 12 revised full papers presented together with a special paper on a formal description of ACS have gone through two rounds of reviewing and improvement. The first part of the book is devoted to theoretical issues of learning classifier systems including the influence of exploration strategy, self-adaptive classifier systems, and the use of classifier systems for social simulation. The second part is devoted to applications in various fields such as data mining, stock trading, and power distributionn networks.

Edited by: Pier L. Lanzi, Wolfgang Stolzmann, Stewart W. Wilson
Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Publication: Germany
Edition: 2002 ed.
Volume: 2321
Dimensions: Height: 233mm, Width: 155mm, Spine: 13mm
Weight: 770g
ISBN: 9783540437932
ISBN 10: 3540437932
Series: Lecture Notes in Artificial Intelligence
Pages: 236
Publication Date: 12 June 2002
Audience: College/higher education , Professional and scholarly , Professional & Vocational , A / AS level , Further / Higher Education
Format: Paperback
Publisher's Status: Active