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Volumn , Issue , 2005, Pages 1409-1415

Some theoretical results about the computation time of evolutionary algorithms

Author keywords

Computation time; Drift analysis; Dynkin's formula; Evolutionary algorithms

Indexed keywords

COMPUTATION THEORY; MARKOV PROCESSES;

EID: 32444450373     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1068009.1068234     Document Type: Conference Paper
Times cited : (7)

References (22)
  • 1
    • 0003059188 scopus 로고    scopus 로고
    • Finite Markov chain results in evolutionary computation: A tour d'Horizon
    • G. Rudolph. Finite Markov chain results in evolutionary computation: A tour d'Horizon. Fundamenta Informaticae, 35(1-4):67-89, 1998.
    • (1998) Fundamenta Informaticae , vol.35 , Issue.1-4 , pp. 67-89
    • Rudolph, G.1
  • 2
    • 0002082910 scopus 로고    scopus 로고
    • Theory of evolutionary algorithms: A bird's eye view
    • A. E. Eiben and G. Rudolph. Theory of evolutionary algorithms: A bird's eye view. Theoretical Computer Science, 229(1-2):3-9, 1999.
    • (1999) Theoretical Computer Science , vol.229 , Issue.1-2 , pp. 3-9
    • Eiben, A.E.1    Rudolph, G.2
  • 3
    • 0002650901 scopus 로고
    • The interaction of mutation rate, selection and self-adaption within a genetic algorithm
    • North-Holland, Amsterdam
    • T. Bäck. The interaction of mutation rate, selection and self-adaption within a genetic algorithm. In PPSN-II Conference Proceedings, pages 85-94. North-Holland, Amsterdam, 1992.
    • (1992) PPSN-II Conference Proceedings , pp. 85-94
    • Bäck, T.1
  • 4
    • 0002091030 scopus 로고
    • How genetic algorithms really works I: Mutation and hill-climbing
    • North-Holland, Amsterdam
    • H. Mühlenbein. How genetic algorithms really works I: Mutation and hill-climbing. In PPSN-II Conference Proceedings, pages 15-25. North-Holland, Amsterdam, 1992.
    • (1992) PPSN-II Conference Proceedings , pp. 15-25
    • Mühlenbein, H.1
  • 7
    • 0032082507 scopus 로고    scopus 로고
    • A rigorous complexity analysis of the (1 + 1) evolutionary algorithm for linear functions with Boolean inputs
    • S. Droste, T. Jansen, and I. Wegener. A rigorous complexity analysis of the (1 + 1) evolutionary algorithm for linear functions with Boolean inputs. Evolutionary Computation, 6(2):185-196, 1998.
    • (1998) Evolutionary Computation , vol.6 , Issue.2 , pp. 185-196
    • Droste, S.1    Jansen, T.2    Wegener, I.3
  • 8
    • 0037029331 scopus 로고    scopus 로고
    • On the analysis of the (1 + 1) evolutionary algorithms
    • S. Droste, T. Jansen, and I. Wegener. On the analysis of the (1 + 1) evolutionary algorithms. Theoretical Computer Science, 276(1-2):51-81, 2002.
    • (2002) Theoretical Computer Science , vol.276 , Issue.1-2 , pp. 51-81
    • Droste, S.1    Jansen, T.2    Wegener, I.3
  • 9
    • 0000066236 scopus 로고    scopus 로고
    • How mutation and selection solve long path problems in polynomial expected time
    • G. Rudolph. How mutation and selection solve long path problems in polynomial expected time. Evolutionary Computation, 4(2):194-205, 1996.
    • (1996) Evolutionary Computation , vol.4 , Issue.2 , pp. 194-205
    • Rudolph, G.1
  • 10
    • 0033741429 scopus 로고    scopus 로고
    • Statistical distribution of the convergence time of evolutionary algorithms for long path problems
    • J. Garnier and L. Kallel. Statistical distribution of the convergence time of evolutionary algorithms for long path problems. IEEE Trans.on Evolutionary Computation, 4(1):16-30, 2000.
    • (2000) IEEE Trans.on Evolutionary Computation , vol.4 , Issue.1 , pp. 16-30
    • Garnier, J.1    Kallel, L.2
  • 11
    • 0035276208 scopus 로고    scopus 로고
    • Drift analysis and average time complexity of evolutionary algorithms
    • J. He and X. Yao. Drift analysis and average time complexity of evolutionary algorithms. Artificial Intelligence, 127(1):57-85, 2001.
    • (2001) Artificial Intelligence , vol.127 , Issue.1 , pp. 57-85
    • He, J.1    Yao, X.2
  • 12
    • 0036808673 scopus 로고    scopus 로고
    • From an individual to a population: An analysis of the first hitting time of population-based evolutionary algorithms
    • J. He and X. Yao. From an individual to a population: An analysis of the first hitting time of population-based evolutionary algorithms. IEEE Trans. on Evolutionary computation, 6(5):495-511, 2002.
    • (2002) IEEE Trans. on Evolutionary Computation , vol.6 , Issue.5 , pp. 495-511
    • He, J.1    Yao, X.2
  • 13
    • 0037381842 scopus 로고    scopus 로고
    • Towards an analytic framework for analyzing the computation time of evolutionary algorithms
    • J. He and X. Yao. Towards an analytic framework for analyzing the computation time of evolutionary algorithms. Artificial Intelligence, 145(1-2):59-97, 2003.
    • (2003) Artificial Intelligence , vol.145 , Issue.1-2 , pp. 59-97
    • He, J.1    Yao, X.2
  • 14
    • 4344699835 scopus 로고    scopus 로고
    • An analysis of evolutionary algorithms for finding approximation solutions to hard optimisation problems
    • IEEE Press
    • J. He and X. Yao. An analysis of evolutionary algorithms for finding approximation solutions to hard optimisation problems. In CEC'03 Conference Proceedings, pages 2004-2010. IEEE Press, 2003.
    • (2003) CEC'03 Conference Proceedings , pp. 2004-2010
    • He, J.1    Yao, X.2
  • 15
    • 4344644853 scopus 로고    scopus 로고
    • A study of drift analysis for estimating computation time of evolutionary algorithms
    • J. He and X. Yao. A study of drift analysis for estimating computation time of evolutionary algorithms. Natural Computing, 3:21-35, 2004.
    • (2004) Natural Computing , vol.3 , pp. 21-35
    • He, J.1    Yao, X.2
  • 16
    • 3242683134 scopus 로고    scopus 로고
    • Time complexity analysis of an evolutionary algorithm for finding nearly maximum cardinality matching
    • J. He and X. Yao. Time complexity analysis of an evolutionary algorithm for finding nearly maximum cardinality matching. Journal of Computer science & Technology, 19(4):450-458, 2004.
    • (2004) Journal of Computer Science & Technology , vol.19 , Issue.4 , pp. 450-458
    • He, J.1    Yao, X.2
  • 18
    • 0029287775 scopus 로고
    • A Markov chain analysis on simple genetic algorithms
    • J. Suzuki. A Markov chain analysis on simple genetic algorithms. IEEE Trans. on Systems Man & Cybernetics, 25:655-659, 1995.
    • (1995) IEEE Trans. on Systems Man & Cybernetics , vol.25 , pp. 655-659
    • Suzuki, J.1
  • 20
    • 0023999795 scopus 로고
    • The time complexity of maximum matching by simulated annealing
    • G. H. Sasaki and B. Hajek. The time complexity of maximum matching by simulated annealing. J ACM, 35(2):387-403, 1988.
    • (1988) J ACM , vol.35 , Issue.2 , pp. 387-403
    • Sasaki, G.H.1    Hajek, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.