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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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.
Imprint | Springer-Verlag |
Country of origin | Germany |
Series | Studies in Fuzziness and Soft Computing, 183 |
Release date | July 2005 |
Availability | Expected to ship within 12 - 17 working days |
First published | 2005 |
Editors | Larry Bull, Tim Kovacs |
Dimensions | 235 x 155 x 20mm (L x W x T) |
Format | Hardcover |
Pages | 336 |
Edition | 2005 ed. |
ISBN-13 | 978-3-540-25073-9 |
Barcode | 9783540250739 |
Categories | |
LSN | 3-540-25073-5 |