Foundations of Learning Classifier Systems

Paperback Published on: 25/11/2010
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Synopsis

This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland.

Publisher information

  • Publisher: Springer Berlin Heidelberg
  • ISBN: 9783642064135
  • Number of pages: 336
  • Dimensions: 234 x 156 x 18 mm
  • Weight: 528g
  • Languages: English