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Volumn 15, Issue 1, 2007, Pages 29-59

On replacement strategies in steady state evolutionary algorithms

Author keywords

Replacement strategies; Selection; Steady State

Indexed keywords

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; EVOLUTION; GENETIC SELECTION; PROBABILITY;

EID: 34248139078     PISSN: 10636560     EISSN: 15309304     Source Type: Journal    
DOI: 10.1162/evco.2007.15.1.29     Document Type: Article
Times cited : (23)

References (35)
  • 1
    • 84870753166 scopus 로고
    • On the mean convergence time of evolutionary algorithms without selection and mutation
    • Davidor, Y, Schwefel, H.-P, and Männer, R, editors, Proceedings of the 3rd Conference on Parallel Problem Solving from Nature, number in, Springer, Berlin
    • Asoh, H. and Mühlenbein, H. (1994). On the mean convergence time of evolutionary algorithms without selection and mutation. In Davidor, Y., Schwefel, H.-P., and Männer, R., editors, Proceedings of the 3rd Conference on Parallel Problem Solving from Nature, number 866 in Lecture Notes in Computer Science, pages 88-97. Springer, Berlin.
    • (1994) Lecture Notes in Computer Science , vol.866 , pp. 88-97
    • Asoh, H.1    Mühlenbein, H.2
  • 2
    • 0002858094 scopus 로고
    • Generalised convergence models for tournament and (μ, λ) selection
    • Eshelman, L, editor, Morgan Kaufmann, San Francisco
    • Bäck, T. (1995). Generalised convergence models for tournament and (μ, λ) selection. In Eshelman, L., editor, Proceedings of the 6th International Conference on Genetic Algorithms, pages 2-8. Morgan Kaufmann, San Francisco.
    • (1995) Proceedings of the 6th International Conference on Genetic Algorithms , pp. 2-8
    • Bäck, T.1
  • 3
    • 0003602231 scopus 로고    scopus 로고
    • Bäck, T, Fogel, D, and Michalewicz, Z, editors , Institute of Physics Publishing, Bristol, and Oxford University Press, New York
    • Bäck, T., Fogel, D., and Michalewicz, Z., editors (1997). Handbook of Evolutionary Computation. Institute of Physics Publishing, Bristol, and Oxford University Press, New York.
    • (1997) Handbook of Evolutionary Computation
  • 4
    • 0038192540 scopus 로고    scopus 로고
    • Banzhaf, W. and Reeves, C, editors , Morgan Kaufmann, San Francisco
    • Banzhaf, W. and Reeves, C., editors (1999). Foundations of Genetic Algorithms 5. Morgan Kaufmann, San Francisco.
    • (1999) Foundations of Genetic Algorithms 5
  • 5
    • 4644293749 scopus 로고    scopus 로고
    • A comparison of selection schemes used in genetic algorithms
    • Blickle, T. and Thiele, L. (1997). A comparison of selection schemes used in genetic algorithms. Evolutionary Computation, 4(4):261-294.
    • (1997) Evolutionary Computation , vol.4 , Issue.4 , pp. 261-294
    • Blickle, T.1    Thiele, L.2
  • 6
    • 34248227033 scopus 로고    scopus 로고
    • Chakraborty, U. (1995). An analysis of selection in generational and steady state genetic algorithms. In Proceedings of the National Conference on Molecular Electronics. NERIST (A.P.) India.
    • Chakraborty, U. (1995). An analysis of selection in generational and steady state genetic algorithms. In Proceedings of the National Conference on Molecular Electronics. NERIST (A.P.) India.
  • 7
    • 0041035961 scopus 로고    scopus 로고
    • Analysis of selection algorithms: A Markov Chain approach
    • Chakraborty, U., Deb, K., and Chakraborty, M. (1997). Analysis of selection algorithms: A Markov Chain approach. Evolutionary Computation, 4(2):133-167.
    • (1997) Evolutionary Computation , vol.4 , Issue.2 , pp. 133-167
    • Chakraborty, U.1    Deb, K.2    Chakraborty, M.3
  • 8
    • 34248137102 scopus 로고    scopus 로고
    • De Jong, K. and Sarma, J. (1992). Generation gaps revisited. In (Whitley, 1993), pages 19-28.
    • De Jong, K. and Sarma, J. (1992). Generation gaps revisited. In (Whitley, 1993), pages 19-28.
  • 9
    • 34248173080 scopus 로고    scopus 로고
    • Deb, K. and Goldberg, D. (1992). Analyzing deception in trap functions. In (Whitley, 1993), pages 93-108.
    • Deb, K. and Goldberg, D. (1992). Analyzing deception in trap functions. In (Whitley, 1993), pages 93-108.
  • 10
    • 34248148733 scopus 로고    scopus 로고
    • Forrest, S. and Mitchell, M. (1992). Relative building block fitness and the building block hypothesis. In (Whitley, 1993), pages 109-126.
    • Forrest, S. and Mitchell, M. (1992). Relative building block fitness and the building block hypothesis. In (Whitley, 1993), pages 109-126.
  • 12
    • 0002819121 scopus 로고
    • A comparative analysis of selection schemes used in genetic algorithms
    • Rawlins, G, editor, Morgan Kaufmann, San Francisco
    • Goldberg, D. and Deb, K. (1991). A comparative analysis of selection schemes used in genetic algorithms. In Rawlins, G., editor, Foundations of Genetic Algorithms, pages 69-93. Morgan Kaufmann, San Francisco.
    • (1991) Foundations of Genetic Algorithms , pp. 69-93
    • Goldberg, D.1    Deb, K.2
  • 15
    • 0036886878 scopus 로고    scopus 로고
    • Calculating the expected loss of diversity of selection schemes
    • Motoki, T. (2002). Calculating the expected loss of diversity of selection schemes. Evolutionary Computation, 10(4):397-422.
    • (2002) Evolutionary Computation , vol.10 , Issue.4 , pp. 397-422
    • Motoki, T.1
  • 17
    • 0347858792 scopus 로고
    • An analysis of genetic algorithms using statistical mechanics
    • Prügel-Bennet, A. and Shapiro, J. (1994). An analysis of genetic algorithms using statistical mechanics. Physical Review Letters, 72(9):1305-1309.
    • (1994) Physical Review Letters , vol.72 , Issue.9 , pp. 1305-1309
    • Prügel-Bennet, A.1    Shapiro, J.2
  • 18
    • 0002766375 scopus 로고
    • Forma analysis and random respectful recombination
    • Belew, R. and Booker, L, editors, Morgan Kaufmann, San Francisco
    • Radcliffe, N. (1991). Forma analysis and random respectful recombination. In Belew, R. and Booker, L., editors, Proceedings of the 4th International Conference on Genetic Algorithms, pages 222-229. Morgan Kaufmann, San Francisco.
    • (1991) Proceedings of the 4th International Conference on Genetic Algorithms , pp. 222-229
    • Radcliffe, N.1
  • 20
    • 34248204748 scopus 로고    scopus 로고
    • Rogers, A. and Prügel-Bennett, A. (1999b). Modelling the dynamics of a steady-state genetic algorithm. In (Banzhaf and Reeves, 1999), pages 57-68.
    • Rogers, A. and Prügel-Bennett, A. (1999b). Modelling the dynamics of a steady-state genetic algorithm. In (Banzhaf and Reeves, 1999), pages 57-68.
  • 21
    • 34248205292 scopus 로고    scopus 로고
    • The fundamental matrix of the general random walk with absorbing boundaries
    • Technical report, Collaborative Research Centre Computational Intelligence CI-75, University of Dortmund
    • Rudolph, G. (1999). The fundamental matrix of the general random walk with absorbing boundaries. Technical report, Collaborative Research Centre Computational Intelligence CI-75, University of Dortmund.
    • (1999)
    • Rudolph, G.1
  • 22
    • 34248202745 scopus 로고    scopus 로고
    • Takeover times and probabilities of non-generational selection rules
    • Whitley, D, Goldberg, D, Cantu-Paz, E, Spector, L, Parmee, I, and Beyer, H.-G, editors, Morgan Kaufmann, San Francisco
    • Rudolph, G. (2000). Takeover times and probabilities of non-generational selection rules. In Whitley, D., Goldberg, D., Cantu-Paz, E., Spector, L., Parmee, I., and Beyer, H.-G., editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000), pages 903-910. Morgan Kaufmann, San Francisco.
    • (2000) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000) , pp. 903-910
    • Rudolph, G.1
  • 23
    • 34248211881 scopus 로고    scopus 로고
    • Takeover times of noisy non-generational selection rules that undo extinction
    • Kurková, V, Steele, N. C, Neruda, R, and Kárný, M, editors, Springer, Berlin, Heidelberg, New York
    • Rudolph, G. (2001). Takeover times of noisy non-generational selection rules that undo extinction. In Kurková, V., Steele, N. C., Neruda, R., and Kárný, M., editors, Proceedings of International Conference on Neural Networks and Genetic Algorithms, ICAN-NGA 2001, pages 268-271. Springer, Berlin, Heidelberg, New York.
    • (2001) Proceedings of International Conference on Neural Networks and Genetic Algorithms, ICAN-NGA 2001 , pp. 268-271
    • Rudolph, G.1
  • 24
    • 21044460123 scopus 로고    scopus 로고
    • Replacement strategies in steady state genetic algorithms: Dynamic environments
    • Smith, J. and Vavak, F. (1999a). Replacement strategies in steady state genetic algorithms: dynamic environments. Journal of Computing and Information Technology, 7(1):49-60.
    • (1999) Journal of Computing and Information Technology , vol.7 , Issue.1 , pp. 49-60
    • Smith, J.1    Vavak, F.2
  • 25
    • 34248140311 scopus 로고    scopus 로고
    • Smith, J. and Vavak, F. (1999b). Replacement strategies in steady state genetic algorithms: static environments. In (Banzhaf and Reeves, 1999), pages 219-234.
    • Smith, J. and Vavak, F. (1999b). Replacement strategies in steady state genetic algorithms: static environments. In (Banzhaf and Reeves, 1999), pages 219-234.
  • 26
    • 0006322720 scopus 로고
    • A comparison of procedures for multiple comparisons of means with unequal variances
    • Tamhane, A. (1979). A comparison of procedures for multiple comparisons of means with unequal variances. Journal of the American Statistical Association, 74:471-480.
    • (1979) Journal of the American Statistical Association , vol.74 , pp. 471-480
    • Tamhane, A.1
  • 27
    • 0000345520 scopus 로고    scopus 로고
    • Selection schemes, elitist recombination and selection intensity
    • Bäck, T, editor, Morgan Kaufmann, San Francisco
    • Thierens, D. (1997). Selection schemes, elitist recombination and selection intensity. In Bäck, T., editor, Proceedings of the 7th International Conference on Genetic Algorithms, pages 152-159. Morgan Kaufmann, San Francisco.
    • (1997) Proceedings of the 7th International Conference on Genetic Algorithms , pp. 152-159
    • Thierens, D.1
  • 29
    • 0035478527 scopus 로고    scopus 로고
    • Optimizing epochal evolutionary search: Population-size dependent theory
    • van Nimwegen, E. and Crutchfield, J. (2001). Optimizing epochal evolutionary search: Population-size dependent theory. Machine Learning, 45(1):77-114.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 77-114
    • van Nimwegen, E.1    Crutchfield, J.2
  • 33
    • 0004170304 scopus 로고
    • Whitley, L, editor , Morgan Kaufmann, San Francisco
    • Whitley, L., editor (1993). Foundations of Genetic Algorithms - 2. Morgan Kaufmann, San Francisco.
    • (1993) Foundations of Genetic Algorithms - 2
  • 34
    • 0000722691 scopus 로고
    • Genitor: A different genetic algorithm
    • Rocky Mountain Society for Artificial Intelligence
    • Whitley, L. and Kauth, J. (1988). Genitor: A different genetic algorithm. In Proceedings of the 3rd Annual Rocky Mountain Conference on AI, pages 118-130. Rocky Mountain Society for Artificial Intelligence.
    • (1988) Proceedings of the 3rd Annual Rocky Mountain Conference on AI , pp. 118-130
    • Whitley, L.1    Kauth, J.2
  • 35
    • 0012719868 scopus 로고    scopus 로고
    • Markov models of genetic algorithms
    • Banzhaf, W, Daida, J, Eiben, A, Garzon, M, Honavar, V, Jakiela, M, and Smith, R, editors, Morgan Kaufmann, San Francisco
    • Wright, A. and Zhou, Y. (1999). Markov models of genetic algorithms. In Banzhaf, W., Daida, J., Eiben, A., Garzon, M., Honavar, V., Jakiela, M., and Smith, R., editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-1999), pages 734-741. Morgan Kaufmann, San Francisco.
    • (1999) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-1999) , pp. 734-741
    • Wright, A.1    Zhou, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.