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Design and Analysis of Learning Classifier Systems
Jan Drugowitsch
€ 126.94
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Description for Design and Analysis of Learning Classifier Systems
Hardback. This book provides a comprehensive introduction to the design and analysis of Learning Classifier Systems (LCS) from the perspective of machine learning. It advances the analysis of existing LCS as well as puts forward the design of new LCS. Series: Studies in Computational Intelligence. Num Pages: 267 pages, 8 black & white tables, biography. BIC Classification: UYQ. Category: (UP) Postgraduate, Research & Scholarly. Dimension: 234 x 156 x 17. Weight in Grams: 576.
This book is probably best summarized as providing a principled foundation for Learning Classi?er Systems. Something is happening in LCS, and particularly XCS and its variants that clearly often produces good results. Jan Drug- itsch wishes to understand this from a broader machine learning perspective and thereby perhaps to improve the systems. His approach centers on choosing a statistical de?nition – derived from machine learning – of “a good set of cl- si?ers”, based on a model according to which such a set represents the data. For an illustration of this approach, he designs the model to be close to ... Read more
This book is probably best summarized as providing a principled foundation for Learning Classi?er Systems. Something is happening in LCS, and particularly XCS and its variants that clearly often produces good results. Jan Drug- itsch wishes to understand this from a broader machine learning perspective and thereby perhaps to improve the systems. His approach centers on choosing a statistical de?nition – derived from machine learning – of “a good set of cl- si?ers”, based on a model according to which such a set represents the data. For an illustration of this approach, he designs the model to be close to ... Read more
Product Details
Format
Hardback
Publication date
2008
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
267
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
267
Place of Publication
Berlin, Germany
ISBN
9783540798651
SKU
V9783540798651
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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