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Volumn 10, Issue 4, 2002, Pages 397-422

Calculating the expected loss of diversity of selection schemes

Author keywords

Genetic algorithms; Loss of diversity; Ranking selection; Selection method; Selective pressure; Tournament selection; Truncation selection

Indexed keywords

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; COMPUTER ANALYSIS; EVOLUTION; GENETIC SELECTION; GENETIC VARIABILITY;

EID: 0036886878     PISSN: 10636560     EISSN: None     Source Type: Journal    
DOI: 10.1162/106365602760972776     Document Type: Article
Times cited : (44)

References (12)
  • 1
    • 0028594515 scopus 로고
    • Selective pressure in evolutionary algorithms: A characterization of selection mechanisms
    • IEEE Press, Piscataway, New Jersey
    • Back, T. (1994). Selective pressure in evolutionary algorithms: A characterization of selection mechanisms. In Proceedings of the First IEEE Conference on Evolutionary Computation, pages 57-62, IEEE Press, Piscataway, New Jersey.
    • (1994) Proceedings of the First IEEE Conference on Evolutionary Computation , pp. 57-62
    • Back, T.1
  • 5
    • 0002649937 scopus 로고
    • A mathematical analysis of tournament selection
    • Eshelman, L., editor, Morgan Kaufmann, San Francisco, California
    • Blickle, T. and Thiele, L. (1995). A mathematical analysis of tournament selection. In Eshelman, L., editor, Proceedings of the Sixth International Conference on Genetic Algorithms, pages 9-16, Morgan Kaufmann, San Francisco, California.
    • (1995) Proceedings of the Sixth International Conference on Genetic Algorithms , pp. 9-16
    • Blickle, T.1    Thiele, L.2
  • 6
    • 4644293749 scopus 로고    scopus 로고
    • A comparison of selection schemes used in evolutionary algorithms
    • Blickle, T. and Thiele, L. (1997). A comparison of selection schemes used in evolutionary algorithms. Evolutionary Computation, 4(4):361-394.
    • (1997) Evolutionary Computation , vol.4 , Issue.4 , pp. 361-394
    • Blickle, T.1    Thiele, L.2
  • 7
    • 0024561585 scopus 로고
    • A comparative analysis of selection schemes used in genetic algorithms
    • Rawlins, G. J. E., editor, Morgan Kaufmann, San Mateo, California
    • Goldberg, D. E. and Deb, K. (1991). A comparative analysis of selection schemes used in genetic algorithms. In Rawlins, G. J. E., editor, Foundations of Genetic Algorithms, pages 69-93, Morgan Kaufmann, San Mateo, California.
    • (1991) Foundations of Genetic Algorithms , pp. 69-93
    • Goldberg, D.E.1    Deb, K.2
  • 8
    • 4444356365 scopus 로고    scopus 로고
    • It's all the same to me: Revisiting rank-based probabilities and tournaments
    • IEEE Press, Piscataway, New Jersey
    • Julstrom, B. A. (1999). It's all the same to me: Revisiting rank-based probabilities and tournaments. In Proceedings of the Congress on Evolutionary Computation, pages 1501-1505, IEEE Press, Piscataway, New Jersey.
    • (1999) Proceedings of the Congress on Evolutionary Computation , pp. 1501-1505
    • Julstrom, B.A.1
  • 10
    • 0003140039 scopus 로고
    • Predictive models for the breeder genetic algorithm I. Continuous parameter optimization
    • Mühlenbein, H. and Schlierkamp-Voosen, D. (1993). Predictive models for the breeder genetic algorithm I. Continuous parameter optimization. Evolutionary Computation, 1(1):25-49.
    • (1993) Evolutionary Computation , vol.1 , Issue.1 , pp. 25-49
    • Mühlenbein, H.1    Schlierkamp-Voosen, D.2
  • 11
    • 0035378309 scopus 로고    scopus 로고
    • 2 measure for the performance analysis of selection methods in GAs
    • 2 measure for the performance analysis of selection methods in GAs. Evolutionary Computation, 9(2):243-256.
    • (2001) Evolutionary Computation , vol.9 , Issue.2 , pp. 243-256
    • Schell, T.1    Wegenkittl, S.2
  • 12
    • 0003389370 scopus 로고
    • The GENITOR algorithm and selection pressure: Why rank-based allocation of reproductive trials is best
    • Schaffer, J. D., editor, Morgan Kaufmann, San Mateo, California
    • Whitley, D. (1989). The GENITOR algorithm and selection pressure: Why rank-based allocation of reproductive trials is best. In Schaffer, J. D., editor, Proceedings of the Third International Conference on Genetic Algorithms, pages 116-121, Morgan Kaufmann, San Mateo, California.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms , pp. 116-121
    • Whitley, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.