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Volumn 124, Issue 24, 2013, Pages 6780-6785

An analysis on convergence and convergence rate estimate of elitist genetic algorithms in noisy environments

Author keywords

Convergence; Convergence rate; Genetic algorithm; Noisy environment

Indexed keywords

ADDITIVE RANDOM NOISE; CONVERGENCE; CONVERGENCE RATES; GENETIC ALGORITHM (GAS); NOISY ENVIRONMENT; NOISY OBJECTIVE FUNCTION; OBJECTIVE FUNCTIONS; UPPER AND LOWER BOUNDS;

EID: 84885597043     PISSN: 00304026     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijleo.2013.05.101     Document Type: Article
Times cited : (32)

References (16)
  • 3
    • 0028564326 scopus 로고
    • Evolution strategies applied to perturbed objective functions
    • IEEE Orlando, FL, USA
    • T. Bäck, and U. Hammel Evolution strategies applied to perturbed objective functions IEEE World Congress of Computational Intelligence 1994 IEEE Orlando, FL, USA 40 45
    • (1994) IEEE World Congress of Computational Intelligence , pp. 40-45
    • Bäck, T.1    Hammel, U.2
  • 5
    • 0033737186 scopus 로고    scopus 로고
    • Evolutionary algorithms in noisy environments: Theoretical issues and guidelines for practice
    • H.G. Beyer Evolutionary algorithms in noisy environments: theoretical issues and guidelines for practice Comput. Methods Mech. Appl. Eng. 186 2-4 2000 239 267
    • (2000) Comput. Methods Mech. Appl. Eng. , vol.186 , Issue.24 , pp. 239-267
    • Beyer, H.G.1
  • 6
    • 0037267961 scopus 로고    scopus 로고
    • A comparison of evolution strategies with other direct search methods in the presence of noise
    • D.V. Arnold, and H.G. Beyer A comparison of evolution strategies with other direct search methods in the presence of noise Comput. Optim. Appl. 24 2003 135 159
    • (2003) Comput. Optim. Appl. , vol.24 , pp. 135-159
    • Arnold, D.V.1    Beyer, H.G.2
  • 7
    • 34547382415 scopus 로고    scopus 로고
    • Improved genetic algorithm for bridge damage detection
    • (in Chinese)
    • Y. Ying, and L. Gao Improved genetic algorithm for bridge damage detection Chin. J. Appl. Mech. 24 2 2007 186 190 (in Chinese)
    • (2007) Chin. J. Appl. Mech. , vol.24 , Issue.2 , pp. 186-190
    • Ying, Y.1    Gao, L.2
  • 8
    • 55749108321 scopus 로고    scopus 로고
    • Elitist evolutionary multi-agent system in solving noisy multi-objective optimization problems
    • L. Siwik, and S. Natanek Elitist evolutionary multi-agent system in solving noisy multi-objective optimization problems 2008 IEEE CEC 2008 3319 3326
    • (2008) 2008 IEEE CEC , pp. 3319-3326
    • Siwik, L.1    Natanek, S.2
  • 9
  • 10
    • 33747400562 scopus 로고    scopus 로고
    • A general noise model and its effects on evolution strategy performance
    • D.V. Arnold, and H.G. Beyer A general noise model and its effects on evolution strategy performance IEEE Trans. Evol. Comput. 10 4 2006 380 391
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.4 , pp. 380-391
    • Arnold, D.V.1    Beyer, H.G.2
  • 11
    • 34250213640 scopus 로고    scopus 로고
    • An investigation on noisy environments in evolutionary multiobjective optimization
    • C.K. Goh, and K.C. Tan An investigation on noisy environments in evolutionary multiobjective optimization IEEE Trans. Evol. Comput. 11 3 2007 354 381
    • (2007) IEEE Trans. Evol. Comput. , vol.11 , Issue.3 , pp. 354-381
    • Goh, C.K.1    Tan, K.C.2
  • 12
    • 21444438033 scopus 로고    scopus 로고
    • Genetic algorithms, selection schemes, and the varying effects of noise
    • B.L. Miller, and D.E. Goldberg Genetic algorithms, selection schemes, and the varying effects of noise Evol. Comput. 4 2 1997 113 131
    • (1997) Evol. Comput. , vol.4 , Issue.2 , pp. 113-131
    • Miller, B.L.1    Goldberg, D.E.2
  • 13
    • 72149125032 scopus 로고    scopus 로고
    • A Markov chain that models genetic algorithms in noisy environments
    • T. Nakama A Markov chain that models genetic algorithms in noisy environments Nonlinear Anal.: Theory Methods Appl. 71 12 2009 e991 e998
    • (2009) Nonlinear Anal.: Theory Methods Appl. , vol.71 , Issue.12
    • Nakama, T.1
  • 15
    • 34548630522 scopus 로고    scopus 로고
    • The convergence speed of ant colony optimization
    • (in Chinese)
    • H. Han, and H. Zhi-Feng The convergence speed of ant colony optimization Chin. J. Comput. 30 8 2007 1344 1353 (in Chinese)
    • (2007) Chin. J. Comput. , vol.30 , Issue.8 , pp. 1344-1353
    • Han, H.1    Zhi-Feng, H.2
  • 16
    • 0000794948 scopus 로고    scopus 로고
    • Robust optical coating design with evolution strategies
    • H. Greiner Robust optical coating design with evolution strategies Appl. Opt. 35 28 1996 5477 5483
    • (1996) Appl. Opt. , vol.35 , Issue.28 , pp. 5477-5483
    • Greiner, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.