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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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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 ev... Read more
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Features
Format Hardcover
ISBN 9783540250739
Publication Date 12/11/2006
Publisher Springer
Manufacturer Springer-verlag Berlin And Heidelberg Gmbh & Co. K
Description

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.


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Foundations Of Learning Classifier Systems (Hardcover 2005 Ed.)
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