Knowledge Extraction and Problem Structure Identification in XCS
暂无分享,去创建一个
Martin V. Butz | Xavier Llorà | David E. Goldberg | Pier Luca Lanzi | D. Goldberg | Martin Volker Butz | P. Lanzi | Xavier Llorà
[1] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[2] Kenneth A. De Jong,et al. Learning Concept Classification Rules Using Genetic Algorithms , 1991, IJCAI.
[3] Stewart W. Wilson. Classifier Fitness Based on Accuracy , 1995, Evolutionary Computation.
[4] David E. Goldberg,et al. The Race, the Hurdle, and the Sweet Spot , 1998 .
[5] Stewart W. Wilson. Generalization in the XCS Classifier System , 1998 .
[6] Pier Luca Lanzi,et al. An Analysis of Generalization in the XCS Classifier System , 1999, Evolutionary Computation.
[7] Peter J. Bentley,et al. Evolutionary Design By Computers , 1999 .
[8] G. Harik. Linkage Learning via Probabilistic Modeling in the ECGA , 1999 .
[9] Xavier Llorà,et al. XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining , 2001, IWLCS.
[10] Martin J. Oates,et al. A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool , 2001, IWLCS.
[11] Stewart W. Wilson. Compact Rulesets from XCSI , 2001, IWLCS.
[12] Martin J. Oates,et al. A Ruleset Reduction Algorithm for the XCS Learning Classifier System , 2002, IWLCS.
[13] David E. Goldberg,et al. The Design of Innovation: Lessons from and for Competent Genetic Algorithms , 2002 .
[14] Martin V. Butz,et al. An algorithmic description of XCS , 2000, Soft Comput..
[15] David E. Goldberg,et al. A Survey of Optimization by Building and Using Probabilistic Models , 2002, Comput. Optim. Appl..
[16] Ester Bernadó-Mansilla,et al. Accuracy-Based Learning Classifier Systems: Models, Analysis and Applications to Classification Tasks , 2003, Evolutionary Computation.
[17] Martin V. Butz,et al. Analysis and Improvement of Fitness Exploitation in XCS: Bounding Models, Tournament Selection, and Bilateral Accuracy , 2003, Evolutionary Computation.
[18] Xavier Llorà,et al. Wise Breeding GA via Machine Learning Techniques for Function Optimization , 2003, GECCO.
[19] Martin V. Butz,et al. Toward a theory of generalization and learning in XCS , 2004, IEEE Transactions on Evolutionary Computation.
[20] Stewart W. Wilson,et al. Advances in Learning Classifier Systems. Fourth International Workshop , 2004 .
[21] D. Goldberg,et al. Bounding Learning Time in XCS , 2004, GECCO.