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Volumn , Issue , 2007, Pages 1846-1853

Modeling selection pressure in XCS for proportionate and tournament selection

Author keywords

LCS; Proportionate selection; Tournament selection; XCS

Indexed keywords

CLASSIFICATION (OF INFORMATION); GAME THEORY; MATHEMATICAL MODELS; PROBLEM SOLVING;

EID: 34548070783     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1276958.1277325     Document Type: Conference Paper
Times cited : (9)

References (17)
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    • L. Bull. Simple markov models of the genetic algorithm in classifier systems: Accuracy-based fitness. In Proceedings of the International Workshop on Learning Classifier Systems (IWLCS-2000), in the Joint Workshops of SAB 2000 and PPSN 2000, 2000. Extended abstract.
  • 2
    • 35048827095 scopus 로고    scopus 로고
    • Bounding Learning Time in XCS
    • Genetic and Evolutionary Computation, GECCO-2004, Seattle, WA, USA, 26-30 June, Springer-Verlag
    • M. Butz, D. E. Goldberg, and P. L. Lanzi. Bounding Learning Time in XCS. In Genetic and Evolutionary Computation - GECCO-2004, LNCS, Seattle, WA, USA, 26-30 June 2004. Springer-Verlag.
    • (2004) LNCS
    • Butz, M.1    Goldberg, D.E.2    Lanzi, P.L.3
  • 3
    • 0041780883 scopus 로고    scopus 로고
    • Analysis and Improvement of Fitness Exploitation in XCS: Bounding Models, Tournament Selection, and Bilateral Accuracy
    • M. Butz, D. E. Goldberg, and K. K. Tharakunnel. Analysis and Improvement of Fitness Exploitation in XCS: Bounding Models, Tournament Selection, and Bilateral Accuracy. Evolutionary Computation, 11(3):239-277, 2003.
    • (2003) Evolutionary Computation , vol.11 , Issue.3 , pp. 239-277
    • Butz, M.1    Goldberg, D.E.2    Tharakunnel, K.K.3
  • 4
    • 32444436436 scopus 로고    scopus 로고
    • Bounding the Population Size to Ensure Niche Support in XCS
    • Technical Report 2004033, Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Champaign, Nov
    • M. Butz, D. G. Goldberg, P. L. Lanzi, and K. Sastry. Bounding the Population Size to Ensure Niche Support in XCS. Technical Report 2004033, Illinois Genetic Algorithms Laboratory - University of Illinois at Urbana-Champaign, Nov. 2004.
    • (2004)
    • Butz, M.1    Goldberg, D.G.2    Lanzi, P.L.3    Sastry, K.4
  • 5
    • 33748458164 scopus 로고    scopus 로고
    • Documentation of XCS+TS C-Code 1.2
    • Technical Report 2003023, Illinois Genetic Algorithm Laboratory IlliGAL, University of Illinois at [Urbana-Champaign
    • M. V. Butz. Documentation of XCS+TS C-Code 1.2. Technical Report 2003023, Illinois Genetic Algorithm Laboratory (IlliGAL), University of Illinois at [Urbana-Champaign, 2003.
    • (2003)
    • Butz, M.V.1
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    • 26944470971 scopus 로고    scopus 로고
    • An Algorithmic Description of XCS
    • M. V. Butz and S. W. Wilson. An Algorithmic Description of XCS. Journal of Soft Computing, 6(3-4):144-153, 2002.
    • (2002) Journal of Soft Computing , vol.6 , Issue.3-4 , pp. 144-153
    • Butz, M.V.1    Wilson, S.W.2
  • 11
    • 0002819121 scopus 로고
    • A Comparative Analysis of Selection Schemes Used in Genetic Algorithms
    • G. J. E. Rawlins, editor, Morgan Kaufmann
    • D. E. Goldberg and K. Deb. A Comparative Analysis of Selection Schemes Used in Genetic Algorithms. In G. J. E. Rawlins, editor, FOGA, pages 69-93. Morgan Kaufmann, 1990.
    • (1990) FOGA , pp. 69-93
    • Goldberg, D.E.1    Deb, K.2
  • 13
    • 0002941592 scopus 로고
    • Implicit Niching in a Learning Classifier System: Nature's Way
    • J. Horn, D. E. Goldberg, and K. Deb. Implicit Niching in a Learning Classifier System: Nature's Way. Evolutionary Computation, 2(1):37-66, 1994.
    • (1994) Evolutionary Computation , vol.2 , Issue.1 , pp. 37-66
    • Horn, J.1    Goldberg, D.E.2    Deb, K.3
  • 14
    • 27144458124 scopus 로고    scopus 로고
    • Revisiting Genetic Selection in the XCS Learning Classifier System
    • Edinburgh, UK, 2-5 September, IEEE
    • F. Kharbat, L. Bull, and M. Odeh. Revisiting Genetic Selection in the XCS Learning Classifier System. In Congress on Evolutionary Computation, volume 3, pages 2061-2068, Edinburgh, UK, 2-5 September 2005. IEEE.
    • (2005) Congress on Evolutionary Computation , vol.3 , pp. 2061-2068
    • Kharbat, F.1    Bull, L.2    Odeh, M.3
  • 15
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    • A. Orriols-Puig, K. Sastry, P. L. Lanzi, D. E. Goldberg, and E. Bernadó-Mansilla. Modeling Selection Pressure in XCS for Proportionate and Tournament Selection. Technical report, IlliGAL Report No. 2007004, Urbana-Champaign IL 61801, USA, 2007.
    • A. Orriols-Puig, K. Sastry, P. L. Lanzi, D. E. Goldberg, and E. Bernadó-Mansilla. Modeling Selection Pressure in XCS for Proportionate and Tournament Selection. Technical report, IlliGAL Report No. 2007004, Urbana-Champaign IL 61801, USA, 2007.
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    • S. W. Wilson. Classifier Fitness Based on Accuracy. Evolutionary Computation, 3(2):149-175, 1995. http://prediction-dynamics.com/.
    • (1995) Evolutionary Computation , vol.3 , Issue.2 , pp. 149-175
    • Wilson, S.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.