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Foundations of Learning Classifier Systems (Studies in Fuzziness and Soft Computing) (Studies in Fuzziness and Soft Computing)

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ISBN: 3540250735
Издательство: Springer
Год издания: 2005
Страниц: 336
Book DescriptionThis 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.