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Volumn 3, Issue , 2003, Pages 1932-1937

Rate of Convergence in Evolutionary Computation

Author keywords

Genetic algorithms; Markov chains; Stochastic optimization

Indexed keywords

BINARY CODES; MARKOV PROCESSES; OPTIMIZATION; ROBUSTNESS (CONTROL SYSTEMS);

EID: 0142153605     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (18)
  • 1
    • 0001524922 scopus 로고
    • Toward a Theory of Evolution Strategies: On the Benefits of Sex - The (μ/μ,λ) Theory
    • Beyer, H.-G. (1995), "Toward a Theory of Evolution Strategies: On the Benefits of Sex - the (μ/μ,λ) Theory," Evolutionary Computation, vol. 3, pp. 81-111.
    • (1995) Evolutionary Computation , vol.3 , pp. 81-111
    • Beyer, H.-G.1
  • 3
    • 84869750803 scopus 로고
    • Global Convergence of Genetic Algorithms: A Markov Chain Analysis
    • H.-P. Schwefel and R. Männer, eds., Springer, Berlin and Heidelberg
    • Eiben, A. E., Aarts, E. H. L., and van Hee, K. M. (1991), "Global Convergence of Genetic Algorithms: A Markov Chain Analysis," in Parallel Problem Solving from Nature (H.-P. Schwefel and R. Männer, eds.), Springer, Berlin and Heidelberg, pp. 4-12.
    • (1991) Parallel Problem Solving from Nature , pp. 4-12
    • Eiben, A.E.1    Aarts, E.H.L.2    Van Hee, K.M.3
  • 6
    • 0035247099 scopus 로고    scopus 로고
    • A New Model of Simulated Evolutionary Computation - Convergence Analysis and Specifications
    • February 2001
    • Leung, K., Duan, Q., Xu, Z. and Wong, C. K. (2001), "A New Model of Simulated Evolutionary Computation - Convergence Analysis and Specifications," IEEE Transactions On Evolutionary Computation, vol., 5 no. 1, February 2001.
    • (2001) IEEE Transactions On Evolutionary Computation , vol.5 , Issue.1
    • Leung, K.1    Duan, Q.2    Xu, Z.3    Wong, C.K.4
  • 8
    • 0028207766 scopus 로고
    • Theoretical Analysis of Evolutionary Algorithms with Infinite Population Size in Continuous Space, Part I: Basic Properties
    • Qi, X. and Palmeiri, F. (1994), "Theoretical Analysis of Evolutionary Algorithms with Infinite Population Size in Continuous Space, Part I: Basic Properties," IEEE Transactions on Neural Networks, vol. 5, pp. 102-119.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , pp. 102-119
    • Qi, X.1    Palmeiri, F.2
  • 9
    • 0028203106 scopus 로고
    • Convergence Analysis of Canonical Genetic Algorithms
    • Rudolph, G. (1994), "Convergence Analysis of Canonical Genetic Algorithms," IEEE Transactions on Neural Networks, vol. 5, pp. 96-101.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , pp. 96-101
    • Rudolph, G.1
  • 11
    • 3042942939 scopus 로고    scopus 로고
    • Convergence Rates of Evolutionary Algorithms for a Class of Convex Objective Functions
    • Rudolph, G. (1997b), "Convergence Rates of Evolutionary Algorithms for a Class of Convex Objective Functions," Control and Cybernetics, vol. 26, pp. 375-390.
    • (1997) Control and Cybernetics , vol.26 , pp. 375-390
    • Rudolph, G.1
  • 12
    • 0001900880 scopus 로고    scopus 로고
    • Finite Markov Chain Results in Evolutionary Computation: A Tour d'Horizon
    • Rudolph, G. (1998), "Finite Markov Chain Results in Evolutionary Computation: A Tour d'Horizon," Fundamenta Informaticae, vol. 34, pp. 1-22.
    • (1998) Fundamenta Informaticae , vol.34 , pp. 1-22
    • Rudolph, G.1
  • 14
    • 0034547446 scopus 로고    scopus 로고
    • Some Theoretical Comparisons of Stochastic Optimization Approaches
    • Chicago, IL, June 2000
    • Spall, J. C., Hill, S. D., and Stark, D. S. (2000), "Some Theoretical Comparisons of Stochastic Optimization Approaches," in Proceedings of the American Control Conference, Chicago, IL, June 2000, pp. 1904-1908.
    • (2000) Proceedings of the American Control Conference , pp. 1904-1908
    • Spall, J.C.1    Hill, S.D.2    Stark, D.S.3
  • 15
  • 16
    • 0002817882 scopus 로고
    • Punctuated Equilibria in Genetic Search
    • Vose, M. and Liepins, G. (1991), "Punctuated Equilibria in Genetic Search," Complex Systems, vol. 5, pp. 31-44.
    • (1991) Complex Systems , vol.5 , pp. 31-44
    • Vose, M.1    Liepins, G.2
  • 17
    • 0003899353 scopus 로고    scopus 로고
    • Logarithmic Convergence of Random Heuristic Search
    • Vose, M . (1997), "Logarithmic Convergence of Random Heuristic Search," Evolutionary Computation, vol, 4, pp. 395-404
    • (1997) Evolutionary Computation , vol.4 , pp. 395-404
    • Vose, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.