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Volumn 7, Issue 1, 2003, Pages 11-22

An analysis of the behavior of simplified evolutionary algorithms on trap functions

Author keywords

Absorption time; Convergence velocity; Evolutionary algorithm; Genetic algorithm; Mutation; Trap functions

Indexed keywords

FUNCTIONS; GLOBAL OPTIMIZATION; MARKOV PROCESSES; PROBABILITY; PROBLEM SOLVING;

EID: 0037297422     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2002.806169     Document Type: Article
Times cited : (41)

References (18)
  • 1
    • 0004214921 scopus 로고    scopus 로고
    • Theory of evolution strategies-A tutorial
    • ser. Natural Computing Series, L. Kallel et al., Eds. Berlin, Germany: Springer-Verlag
    • H.-G. Beyer and D. V. Arnold, "Theory of evolution strategies-A tutorial," in Theoretical Aspects of Evolutionary Computing, ser. Natural Computing Series, L. Kallel et al., Eds. Berlin, Germany: Springer-Verlag, 2001, pp. 109-133.
    • (2001) Theoretical Aspects of Evolutionary Computing , pp. 109-133
    • Beyer, H.-G.1    Arnold, D.V.2
  • 2
    • 0002650901 scopus 로고
    • The interaction of mutation rate, selection, and self-adaptation within a genetic algorithm
    • R. Männer and B. Manderick, Eds. Amsterdam, The Netherlands: Elsevier
    • Th. Bäck, "The interaction of mutation rate, selection, and self-adaptation within a genetic algorithm," in Parallel Problem Solving From Nature 2, R. Männer and B. Manderick, Eds. Amsterdam, The Netherlands: Elsevier, 1992, pp. 85-94.
    • (1992) Parallel Problem Solving From Nature 2 , pp. 85-94
    • Bäck, Th.1
  • 3
    • 0002471118 scopus 로고
    • Optimal mutation rates in genetic search
    • S. Forrest, Ed. San Mateo, CA: Morgan Kaufmann
    • _, "Optimal mutation rates in genetic search," in Proc. 5th Int. Conf. Genetic Algorithms, S. Forrest, Ed. San Mateo, CA: Morgan Kaufmann, 1993, pp. 2-8.
    • (1993) Proc. 5th Int. Conf. Genetic Algorithms , pp. 2-8
  • 4
    • 27144500339 scopus 로고
    • Order statistics for convergence velocity analysis in simplified evolutionary algorithms
    • D. Whitley and M. Vose, Eds. San Mateo, CA: Morgan Kaufmann
    • _, "Order statistics for convergence velocity analysis in simplified evolutionary algorithms," in Foundations of Genetic Algorithms 3, D. Whitley and M. Vose, Eds. San Mateo, CA: Morgan Kaufmann, 1995, pp. 91-102.
    • (1995) Foundations of Genetic Algorithms 3 , pp. 91-102
  • 7
    • 0002671561 scopus 로고
    • Analyzing deception in trap functions
    • L. D. Whitley, Ed. San Mateo, CA: Morgan Kaufmann
    • K. Deb and D. E. Goldberg, "Analyzing deception in trap functions," in Foundations of Genetic Algorithms 2, L. D. Whitley, Ed. San Mateo, CA: Morgan Kaufmann, 1993, pp. 93-108.
    • (1993) Foundations of Genetic Algorithms 2 , pp. 93-108
    • Deb, K.1    Goldberg, D.E.2
  • 9
    • 84869750803 scopus 로고
    • Global convergence of genetic algorithms: An infinite Markov chain analysis
    • ser. Lecture Notes in Computer Science, H.-P. Schwefel and R. Männer, Eds. Berlin, Germany: Springer
    • A. E. Eiben, E. H. L. Aarts, and K. M. Van Hee, "Global convergence of genetic algorithms: An infinite Markov chain analysis," in Parallel Problem Solving From Nature-Proc. 1st Workshop PPSN 1. ser. Lecture Notes in Computer Science, H.-P. Schwefel and R. Männer, Eds. Berlin, Germany: Springer, 1991, vol. 496, pp. 4-12.
    • (1991) Parallel Problem Solving From Nature-Proc. 1st Workshop PPSN 1 , vol.496 , pp. 4-12
    • Eiben, A.E.1    Aarts, E.H.L.2    Van Hee, K.M.3
  • 10
    • 0022398110 scopus 로고
    • Handicapped individual in evolutionary processes
    • R. Galar, "Handicapped individual in evolutionary processes," Biol. Cybern., vol. 53, pp. 1-9, 1985.
    • (1985) Biol. Cybern. , vol.53 , pp. 1-9
    • Galar, R.1
  • 11
    • 33646723564 scopus 로고
    • Evolutionary search with soft selection
    • _, "Evolutionary search with soft selection," Biol. Cybern., vol. 60, pp. 357-364, 1989.
    • (1989) Biol. Cybern. , vol.60 , pp. 357-364
  • 12
    • 84958045928 scopus 로고    scopus 로고
    • On the analysis of evolutionary algorithms-A proof that crossover really can help
    • ser. Lecture Notes in Computer Science, J. Nesetril, Ed. Berlin, Germany: Springer
    • T. Jansen and I. Wegener, "On the analysis of evolutionary algorithms-A proof that crossover really can help," in Proc. 7th Annu. Eur. Symp. Algorithms (ESA '99). ser. Lecture Notes in Computer Science, J. Nesetril, Ed. Berlin, Germany: Springer, 1999, vol. 1643, pp. 184-193.
    • (1999) Proc. 7th Annu. Eur. Symp. Algorithms (ESA '99) , vol.1643 , pp. 184-193
    • Jansen, T.1    Wegener, I.2
  • 14
    • 0002091030 scopus 로고
    • How genetic algorithms really work: I. Mutation and hillclimbing
    • R. Männer and B. Manderick, Eds. Amsterdam, The Netherlands: Elsevier
    • H. Mühlenbein, "How genetic algorithms really work: I. Mutation and hillclimbing," in Parallel Problem Solving From Nature 2, R. Männer and B. Manderick, Eds. Amsterdam, The Netherlands: Elsevier, 1992, pp. 15-25.
    • (1992) Parallel Problem Solving From Nature 2 , pp. 15-25
    • Mühlenbein, H.1
  • 16
    • 0012403373 scopus 로고    scopus 로고
    • A solvable model of a hard optimization problem
    • ser. Natural Computing Series, L. Kallel, B. Naudts, and A. Rogers, Eds. Berlin, Germany: Springer-Verlag
    • A. Rogers and A. Prügel-Bennett, "A solvable model of a hard optimization problem," in Theoretical Aspects of Evolutionary Computing. ser. Natural Computing Series, L. Kallel, B. Naudts, and A. Rogers, Eds. Berlin, Germany: Springer-Verlag, 2001, pp. 207-221.
    • (2001) Theoretical Aspects of Evolutionary Computing , pp. 207-221
    • Rogers, A.1    Prügel-Bennett, A.2
  • 18
    • 0003284873 scopus 로고
    • Numerische optimierung von computer-modellen mittels der evolutionsstrategie
    • Basel, Germany: Birkhäuser
    • H.-P. Schwefel, "Numerische Optimierung von Computer-Modellen mittels der Evolutionsstrategie," in Interdisciplinary Systems Research. Basel, Germany: Birkhäuser, 1977, vol. 26.
    • (1977) Interdisciplinary Systems Research , vol.26
    • Schwefel, H.-P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.