Book Details

978-3-540-48104-1

Advances in Learning Classifier Systems

Publication year: 2002

ISBN: 978-3-540-48104-1

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The Fourth International Workshop on Learning Classifier Systems (IWLCS2001) was held July 7-8, 2001, in San Francisco, California, during the Geneticand Evolutionary Computation Conference (GECCO 2001). We have includedin this volume revised and extended versions of eleven of the papers presentedat the workshop.The volume is organized into two main parts. The first is dedicated to importanttheoretical issues of learning classifier systems research including the influenceof exploration strategy, a model of self-adaptive classifier systems, and the useof classifier systems for social simulation. The second part contains papers dis-cussing applications of learning classifier systems such as data mining, stocktrading, and power distribution networks.An appendix contains a paper presenting a formal description of ACS, a rapidlyemerging learning classifier system model.


Subject: Computer Science, Adaption, Agent-Based Systems, Algorithmic Learning, Classification, Classifier Systems, Clustering, Data Analysis, Learning Classifier Systems, Multi-Agent Learning, Rule-Based Systems, data mining, learning