Lecture Notes in Artificial Intelligence

Learning Classifier Systems

10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006, and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers

Editors: Bacardit, J., Bernadó-Mansilla, E., Butz, M.V., Kovacs, T., Llorà, X., Takadama, K. (Eds.)

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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 Seattle, WA, USA in July 2006, and in London, UK, in July 2007 - all hosted by the Genetic and Evolutionary Computation Conference, GECCO.

The 14 revised full papers presented were carefully reviewed and selected from the workshop contributions. The papers are organized in topical sections on knowledge representation, analysis of the system, mechanisms, new directions, as well as applications.

Table of contents (17 chapters)

  • Learning Classifier Systems: Looking Back and Glimpsing Ahead

    Bacardit, Jaume (et al.)

    Pages 1-21

  • Analysis of Population Evolution in Classifier Systems Using Symbolic Representations

    Lanzi, Pier Luca (et al.)

    Pages 22-45

  • Investigating Scaling of an Abstracted LCS Utilising Ternary and S-Expression Alphabets

    Ioannides, Charalambos (et al.)

    Pages 46-56

  • Evolving Fuzzy Rules with UCS: Preliminary Results

    Orriols-Puig, Albert (et al.)

    Pages 57-76

  • A Principled Foundation for LCS

    Drugowitsch, Jan (et al.)

    Pages 77-95

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-540-88138-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-540-88137-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Learning Classifier Systems
Book Subtitle
10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006, and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers
Editors
  • Jaume Bacardit
  • Ester Bernadó-Mansilla
  • Martin V. Butz
  • Tim Kovacs
  • Xavier Llorà
  • Keiki Takadama
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
4998
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-88138-4
DOI
10.1007/978-3-540-88138-4
Softcover ISBN
978-3-540-88137-7
Edition Number
1
Number of Pages
X, 307
Topics