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Learning Classifier Systems: From Foundations to Applications (Lecture Notes in Computer Science) [Paperback]

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Item description for Learning Classifier Systems: From Foundations to Applications (Lecture Notes in Computer Science) by Pier L. Lanzi...

Learning Classifier Systems (LCS) are a machine 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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Item Specifications...


Pages   347
Est. Packaging Dimensions:   Length: 9.3" Width: 5.9" Height: 0.8"
Weight:   1.05 lbs.
Binding  Softcover
Release Date   Jul 31, 2000
Publisher   Springer
ISBN  3540677291  
ISBN13  9783540677291  


Availability  123 units.
Availability accurate as of Apr 27, 2017 09:06.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
2Books > Special Features > New & Used Textbooks > Sciences > Mathematics
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Learning
6Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Networking > Networks, Protocols & API's > Networks
9Books > Subjects > Computers & Internet > Programming > Algorithms > General
10Books > Subjects > Computers & Internet > Programming > Algorithms > Genetic
11Books > Subjects > Professional & Technical > Professional Science > Mathematics > Pure Mathematics > Logic
12Books > Subjects > Science > General
13Books > Subjects > Science > Mathematics > Pure Mathematics > Logic



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