Lecture Notes in Artificial Intelligence

Learning Classifier Systems

11th International Workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected Papers

Editors: Bacardit, J., Browne, W., Drugowitsch, J., Bernadó-Mansilla, E., Butz, M.V. (Eds.)

  • Up-to-date results in learning classifier systems

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About this book

This book constitutes the thoroughly refereed joint post-conference proceedings of two consecutive International Workshops on Learning Classifier Systems that took place in Atlanta, GA, USA in July 2008, and in Montreal, Canada, in July 2009 - all hosted by the Genetic and Evolutionary Computation Conference, GECCO. The 12 revised full papers presented were carefully reviewed and selected from the workshop contributions. The papers are organized in topical sections on LCS in general, function approximation, LCS in complex domains, and applications.

Table of contents (12 chapters)

  • Speeding Up Matching in Learning Classifier Systems Using CUDA

    Lanzi, Pier Luca (et al.)

    Pages 1-20

  • Evolution of Interesting Association Rules Online with Learning Classifier Systems

    Orriols-Puig, Albert (et al.)

    Pages 21-37

  • Coevolution of Pattern Generators and Recognizers

    Wilson, Stewart W.

    Pages 38-46

  • How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF

    Stalph, Patrick O. (et al.)

    Pages 47-56

  • Current XCSF Capabilities and Challenges

    Stalph, Patrick O. (et al.)

    Pages 57-69

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-17508-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA
  • ISBN 978-3-642-17507-7
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Learning Classifier Systems
Book Subtitle
11th International Workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected Papers
Editors
  • Jaume Bacardit
  • Will Browne
  • Jan Drugowitsch
  • Ester Bernadó-Mansilla
  • Martin V. Butz
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6471
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-17508-4
DOI
10.1007/978-3-642-17508-4
Softcover ISBN
978-3-642-17507-7
Edition Number
1
Number of Pages
X, 199
Number of Illustrations and Tables
28 b/w illustrations, 27 illustrations in colour
Topics