Jaume Bacardit
Learning Classifier Systems: Revised Selected Papers - Lecture Notes in Computer Science Jaume Bacardit

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Learning Classifier Systems: Revised Selected Papers - Lecture Notes in Computer Science

Jaume Bacardit

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.

Medien	Bücher Taschenbuch (Buch mit Softcover und geklebtem Rücken)
Erscheinungsdatum	3. Januar 2011
ISBN13	9783642175077
Verlag	Springer-Verlag Berlin and Heidelberg Gm
Seitenanzahl	199
Maße	155 × 231 × 13 mm · 317 g
Sprache	Französisch
Redakteur	Bacardit, Jaume
Redakteur	Bernado-mansilla, Ester
Redakteur	Browne, Will
Redakteur	Butz, Martin V.
Redakteur	Drugowitsch, Jan