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Volumn 26, Issue 3, 1997, Pages 374-390

Convergence rates of evolutionary algorithms for a class of convex objective functions

Author keywords

Asymptotical distributions; Convergence rate; Convex functions; Evolutionary algorithms; Order statistics; Stochastic convergence

Indexed keywords


EID: 3042942939     PISSN: 03248569     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (53)

References (25)
  • 2
    • 0002651837 scopus 로고
    • An overview of evolutionary algorithms for parameter optimization
    • BAœCK, T. and SCHWEFEL, H.-P. (1993) An overview of evolutionary algorithms for parameter optimization. Evolutionary Computation, 1, 1, 1-23.
    • (1993) Evolutionary Computation , vol.1 , Issue.1 , pp. 1-23
    • Baœck, T.1    Schwefel, H.-P.2
  • 3
    • 85027499241 scopus 로고
    • Towards a theory of 'evolution strategies': Results for (1 +, λ)-strategies on (nearly) arbitrary fitness functions
    • Y. Davidor, H.-P. Schwefel, and R. Männer, eds., Berlin, Springer
    • BEYER, H.-G. (1994) Towards a theory of 'evolution strategies': Results for (1 +, λ)-strategies on (nearly) arbitrary fitness functions. In: Y. Davidor, H.-P. Schwefel, and R. Männer, eds., Parallel Problem Solving from Nature - PPSN III, 58-67. Berlin, Springer.
    • (1994) Parallel Problem Solving from Nature - PPSN III , pp. 58-67
    • Beyer, H.-G.1
  • 13
    • 0348145582 scopus 로고
    • Auf der Zufallssuche basierende Evolutionsprozesse
    • B. Schneider and U. Ranft, eds., Berlin, Springer
    • OPPEL, U.G. and HOHENBICHLER, M. (1978) Auf der Zufallssuche basierende Evolutionsprozesse. In: B. Schneider and U. Ranft, eds., Simulationsmethoden in der Medizin und Biologie, 130-155. Berlin, Springer.
    • (1978) Simulationsmethoden in der Medizin und Biologie , pp. 130-155
    • Oppel, U.G.1    Hohenbichler, M.2
  • 16
    • 0002634024 scopus 로고
    • The convergence of the random search method in the extremal control of a many-parameter system
    • RASTRIGIN, L.A. (1963) The convergence of the random search method in the extremal control of a many-parameter system. Automation and Remote Control, 24, 1337-1342.
    • (1963) Automation and Remote Control , vol.24 , pp. 1337-1342
    • Rastrigin, L.A.1
  • 21
    • 0000547544 scopus 로고
    • A useful convergence theorem for probability distributions
    • SCHEFFÉ, H. (1947) A useful convergence theorem for probability distributions. Annals of Mathematical Statistics, 18, 3, 434-438.
    • (1947) Annals of Mathematical Statistics , vol.18 , Issue.3 , pp. 434-438
    • Scheffé, H.1
  • 25
    • 0004003376 scopus 로고    scopus 로고
    • Analyzing (1, λ) evolution strategy via stochastic approximation methods
    • YIN, G., RUDOLPH, G. and SCHWEFEL, H.-P. (1996) Analyzing (1, λ) evolution strategy via stochastic approximation methods. Evolutionary Computation, 3, 4, 473-489.
    • (1996) Evolutionary Computation , vol.3 , Issue.4 , pp. 473-489
    • Yin, G.1    Rudolph, G.2    Schwefel, H.-P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.