Foundations of Learning Classifier Systems

Tim Kovacs

ISBN 10: 3642064132 / ISBN 13: 9783642064135

Editore: Springer Berlin Heidelberg, Springer Berlin Heidelberg Nov 2010, 2010

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Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 344 pp. Englisch.

Codice articolo 9783642064135

Dati bibliografici

• Titolo: Foundations of Learning Classifier Systems
• Editore: Springer Berlin Heidelberg, Springer Berlin Heidelberg Nov 2010
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 3642064132
• ISBN 13: 9783642064135
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 235 L x 155 A x 19 P (millimetri) 235 millimetri di larghezza per 155 millimetri di altezza per 19 millimetri di profondità
• Peso: 522 grammi

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Riassunto

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.