Published by Springer Berlin / Heidelberg, 2000
ISBN 10: 3540677291 ISBN 13: 9783540677291
Language: English
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Published by Springer Berlin Heidelberg, 2000
ISBN 10: 3540677291 ISBN 13: 9783540677291
Language: English
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Learning Classifier Systems (LCS) are amachine learning paradigm introduced by John Holland in 1976. They are rule-based systems in which learning is viewed as a process of ongoing adaptation to a partially unknown environment through genetic algorithms and temporal difference learning. This book provides a unique survey of the current state of the art of LCS and highlights some of the most promising research directions. The first part presents various views of leading people on what learning classifier systems are. The second part is devoted to advanced topics of current interest, including alternative representations, methods for evaluating rule utility, and extensions to existing classifier system models. The final part is dedicated to promising applications in areas like data mining, medical data analysis, economic trading agents, aircraft maneuvering, and autonomous robotics. An appendix comprising 467 entries provides a comprehensive LCS bibliography.
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Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2005
ISBN 10: 3540250735 ISBN 13: 9783540250739
Language: English
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Hardcover. Condition: new. 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.
Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2010
ISBN 10: 3642064132 ISBN 13: 9783642064135
Language: English
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First Edition
Paperback. Condition: new. Paperback. 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.
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Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg Nov 2010, 2010
ISBN 10: 3642064132 ISBN 13: 9783642064135
Language: English
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Add to basketTaschenbuch. Condition: Neu. 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.
Published by Springer Berlin Heidelberg, 2010
ISBN 10: 3642064132 ISBN 13: 9783642064135
Language: English
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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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Published by Springer Berlin Heidelberg, 2005
ISBN 10: 3540250735 ISBN 13: 9783540250739
Language: English
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Add to basketGebunden. Condition: New. Recent theoretical work in Learning Classifier Systems (LCS)Presents a coherent framework of LCSIncludes a relevant historical original work by John HollandThis volume brings together recent theoretical work in Learning Classifie.
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Add to basketPaperback. Condition: Brand New. 342 pages. 9.25x6.10x0.78 inches. In Stock.
Published by Springer, Berlin, Springer Berlin Heidelberg, Springer, 2005
ISBN 10: 3540250735 ISBN 13: 9783540250739
Language: English
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Add to basketBuch. Condition: Neu. 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.
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