Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection-Reference-Cited by-同舟云学术

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Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection

Published:2005-03 Issue:1 Volume:6 Page:53-77
ISSN:1389-2576
Container-title:Genetic Programming and Evolvable Machines
language:en
Short-container-title:Genet Program Evolvable Mach

Author:

Butz Martin V.,Sastry Kumara,Goldberg David E.

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Link

http://link.springer.com/content/pdf/10.1007/s10710-005-7619-9.pdf

Reference34 articles.

1. E. Bernadó, X. Llorà, and J. M. Garrell, “XCS and GALE: A comparative study of two learning classifier systems and six other learning algorithms on classification tasks”, in Advances in Learning Classifier Systems: Fourth International Workshop, IWLCS 2001. P. L. Lanzi, W. Stolzmann, and S. W. Wilson (Eds.), Berlin Heidelberg: Springer-Verlag, 2002, pp. 115–132.

2. E. Bernadó-Mansilla and J. M. Garrell-Guiu, “Accuracy-based learning classifier systems: Models, analysis, and applications to classification tasks,” Evolutionary Computation, vol. 11, pp. 209–238, 2003.

3. L. B. Booker, D. E. Goldberg, and J. H. Holland, “Classifier systems and genetic algorithms,” Artificial Intelligence, vol. 40, pp. 235–282, 1989.

4. M. V. Butz and D. E. Goldberg, “Bounding the population size in XCS to ensure reproductive opportunities,” in Proceedings of the Fifth Genetic and Evolutionary Computation Conference (GECCO-2003) 2003, pp. 1844–1856.

5. M. V. Butz, D. E. Goldberg, and K. Tharakunnel, “Analysis and improvement of fitness exploitation in XCS: Bounding models, tournament selection, and bilateral accuracy,” Evolutionary Computation, vol. 11, pp. 239–277, 2003a.

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