Foundations of Learning Classifier Systems (Hardcover)

Larry Bull

ISBN 10: 3540250735 / ISBN 13: 9783540250739

Editore: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2005

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Hardcover. 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. This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Codice articolo 9783540250739

Dati bibliografici

• Titolo: Foundations of Learning Classifier Systems (Hardcover)
• Editore: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin
• Data di pubblicazione: 2005
• Lingua: Inglese
• ISBN 10: 3540250735
• ISBN 13: 9783540250739
• Rilegatura: Hardcover
• Condizione: new

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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.