Foundations of Learning Classifier Systems

Foundations of Learning Classifier Systems

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Nov 25, 2010 · English · Paperback (342 pages)
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Book Details

Format Paperback
Pages 342
Language English
Published Nov 25, 2010
Publisher Springer
ISBN-10 3642064132
ISBN-13 9783642064135

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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