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

  • Jaume Bacardit
  • Will Browne
  • Jan Drugowitsch
  • Ester Bernadó-Mansilla
  • Martin V. Butz
Conference proceedings

DOI: 10.1007/978-3-642-17508-4

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6471)

Table of contents

  1. Front Matter
  2. LCS and Related Methods

  3. Function Approximation

    1. Patrick O. Stalph, Martin V. Butz
      Pages 57-69
  4. LCS in Complex Domains

  5. Applications

    1. María Franco, Ivette Martínez, Celso Gorrin
      Pages 145-165
    2. Jose G. Moreno-Torres, Xavier Llorà, David E. Goldberg, Rohit Bhargava
      Pages 185-197
  6. Back Matter

About these proceedings

Introduction

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.

Keywords

APCS LCS LWPR XCS XCSF algorithmic learning approximation biomedical datasets classification classifier systems complexity data mining evolutionary rules fuzzy rules fuzzy sets knowledge discovery knowledge representation learning classifier systems multistep problems optimization performance measures population evolution recursive least squares reproduction rule representation selection pressure strategy verification

Editors and affiliations

  • Jaume Bacardit
    • 1
  • Will Browne
    • 2
  • Jan Drugowitsch
    • 3
  • Ester Bernadó-Mansilla
    • 4
  • Martin V. Butz
    • 5
  1. 1.School of Computer Science, ASAP research groupUniversity of Nottingham, Jubilee Campus, Nottingham, NG8 1BB, and Multidisciplinary Centre for Integrative Biology, School of BiosciencesSutton BoningtonUK
  2. 2.School of Engineering and Computer ScienceVictoria University of WellingtonWellingtonNew Zealand
  3. 3.Department of Brain and Cognitive SciencesUniversity of RochesterRochesterUSA
  4. 4.Enginyeria i Arquitectura La SalleUniversitat Ramon LlullBarcelonaSpain
  5. 5.Department of Psychology IIIUniversity of Würzburg, COBOSLAB – Cognitive Bodyspaces: Learning and Behavior,WürzburgGermany

Bibliographic information

  • Copyright Information Springer Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-17507-7
  • Online ISBN 978-3-642-17508-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349