Learning Classifier Systems: Revised Selected Papers - Lecture Notes in Computer Science - Jaume Bacardit - Knihy - Springer-Verlag Berlin and Heidelberg Gm - 9783642175077 - 03. januára 2011
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Jaume Bacardit
Learning Classifier Systems: Revised Selected Papers - Lecture Notes in Computer Science

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Constitutes the thoroughly refereed joint post-conference proceedings of two consecutive International Workshops on Learning Classifier Systems that took place in Atlanta, GA, USA in July 2008, and in Montreal, Canada, in July 2009 - all hosted by the Genetic and Evolutionary Computation Conference, GECCO.

Marc Notes: Includes bibliographical references and index. Table of Contents: LCS and Related Methods -- Speeding Up Matching in Learning Classifier Systems Using Cuda / Pier-Luca Lanzi, Daniele Loiacono -- Evolution of Interesting Association Rules Online with Learning Classifier Systems / Albert Orriols-Puig, Jorge Casillas -- Coevolution of Pattern Generators and Recognizers / Stewart W. Wilson -- Function Approximation -- How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF / Patrick 0. Stalph, Martin V. Butz -- Current XCSF Capabilities and Challenges / Patrick 0. Stalph, Martin V. Butz -- Lcs in Complex Domains -- Recursive Least Squares and Quadratic Prediction in Continuous Multistep Problems / Daniele Loiacono, Pier-Luca Lanzi -- Use of a Connection-Selection Scheme in Neural XCSF / Gerard David Howard, Larry Bull, Pier-Luca Lanzi -- Building Accurate Strategies in Non Markovian Environments without Memory / Gilles enee, Mathias Peroumalnaik -- Classification Potential vs. Classification Accuracy: A Comprehensive Study of Evolutionary Algorithms with Biomedical Datasets / Ajay Kumar Tanwani, Muddassar Farooq -- Applications -- Supply Chain Management Sales Using XCSR / Maria Franco, Ivette Martinez, Celso Gorrin -- Identifying Trade Entry and Exit Timing Using Mathematical Technical Indicators in XCS / Richard Preen -- On the Homogenization of Data from Two Laboratories Using Genetic Programming / Jose G. Moreno-Torres, Xavier Llor, David E. Goldberg, Rohit Bhargava -- Author Index.

Médium Knihy     Paperback Book   (Kniha s mäkkou väzbou a lepeným chrbtom)
Vydané 03. januára 2011
ISBN13 9783642175077
Vydavatelia Springer-Verlag Berlin and Heidelberg Gm
Strany 199
Rozmery 155 × 231 × 13 mm   ·   317 g
Jazyk Francúzština  
Editor Bacardit, Jaume
Editor Bernado-mansilla, Ester
Editor Browne, Will
Editor Butz, Martin V.
Editor Drugowitsch, Jan

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