Foundations of Learning Classifier Systems | ISBN 9783540323969

Foundations of Learning Classifier Systems

herausgegeben von Larry Bull und Tim Kovacs
Mitwirkende
Herausgegeben vonLarry Bull
Herausgegeben vonTim Kovacs
Buchcover Foundations of Learning Classifier Systems  | EAN 9783540323969 | ISBN 3-540-32396-1 | ISBN 978-3-540-32396-9

Foundations of Learning Classifier Systems

herausgegeben von Larry Bull und Tim Kovacs
Mitwirkende
Herausgegeben vonLarry Bull
Herausgegeben vonTim Kovacs

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.