Foundations of Learning Classifier Systems

Foundations of Learning Classifier Systems

by Larry Bull
     
 

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

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Overview

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.

Product Details

ISBN-13:
9783642064135
Publisher:
Springer Berlin Heidelberg
Publication date:
11/23/2010
Series:
Studies in Fuzziness and Soft Computing Series, #183
Edition description:
Softcover reprint of hardcover 1st ed. 2005
Pages:
336
Product dimensions:
6.14(w) x 9.21(h) x 0.72(d)

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