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Volumn 2690, Issue , 2004, Pages 151-160

On the effects of outliers on evolutionary optimization

Author keywords

[No Author keywords available]

Indexed keywords

ENGINEERING EDUCATION; EVOLUTIONARY ALGORITHMS; GAUSSIAN DISTRIBUTION; OPTIMIZATION; STATISTICS;

EID: 35048854151     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Article
Times cited : (11)

References (17)
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    • Genetic Algorithms and Evolutionary Computation Series. Kluwer Academic Publishers, Norwell, MA
    • D. V. Arnold. Noisy Optimization with Evolution Strategies. Genetic Algorithms and Evolutionary Computation Series. Kluwer Academic Publishers, Norwell, MA, 2002.
    • (2002) Noisy Optimization with Evolution Strategies
    • Arnold, D.V.1
  • 4
    • 0001707175 scopus 로고    scopus 로고
    • i,λ)-ES in a noisy environment
    • W. N. Martin and W. M. Spears, editors, Morgan Kaufmann, San Francisco
    • I,λ)-ES in a noisy environment. In W. N. Martin and W. M. Spears, editors, Foundations of Genetic Algorithms 6, pages 127-141. Morgan Kaufmann, San Francisco, 2001.
    • (2001) Foundations of Genetic Algorithms , vol.6 , pp. 127-141
    • Arnold, D.V.1    Beyer, H.-G.2
  • 7
    • 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. Computational Optimization and Applications, 24(1):135-159, 2003.
    • (2003) Computational Optimization and Applications , vol.24 , Issue.1 , pp. 135-159
    • Arnold, D.V.1    Beyer, H.-G.2
  • 8
    • 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. Computer Methods in Mechanics and Applied Engineering, 186:239-267, 2000.
    • (2000) Computer Methods in Mechanics and Applied Engineering , vol.186 , pp. 239-267
    • Beyer, H.-G.1
  • 9
    • 3543065005 scopus 로고    scopus 로고
    • i,λ)-ES optimizing functions disturbed by generalized noise
    • J. Rowe et al., editor, Morgan Kaufmann, San Francisco, In press
    • I,λ)-ES optimizing functions disturbed by generalized noise. In J. Rowe et al., editor, Foundations of Genetic Algorithms 7. Morgan Kaufmann, San Francisco, 2003. In press.
    • (2003) Foundations of Genetic Algorithms , vol.7
    • Beyer, H.-G.1    Olhofer, M.2    Sendhoff, B.3
  • 10
    • 70350348356 scopus 로고    scopus 로고
    • Concomitants of order statistics
    • N. Balakrishnan and C. R. Rao, editors, Elsevier, Amsterdam
    • H. A. David and H. N. Nagaraja. Concomitants of order statistics. In N. Balakrishnan and C. R. Rao, editors, Handbook of Statistics, volume 16, pages 487-513. Elsevier, Amsterdam, 1998.
    • (1998) Handbook of Statistics , vol.16 , pp. 487-513
    • David, H.A.1    Nagaraja, H.N.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. Evolutionary Computation, 4(2):113-131, 1997.
    • (1997) Evolutionary Computation , vol.4 , Issue.2 , pp. 113-131
    • Miller, B.L.1    Goldberg, D.E.2
  • 13
    • 0000019887 scopus 로고    scopus 로고
    • Noisy fitness evaluation in genetic algorithms and the dynamics of learning
    • R. K. Belew and M. D. Vose, editors, Morgan Kaufmann, San Francisco
    • M. Rattray and J. Shapiro. Noisy fitness evaluation in genetic algorithms and the dynamics of learning. In R. K. Belew and M. D. Vose, editors, Foundations of Genetic Algorithms 4, pages 117-139. Morgan Kaufmann, San Francisco, 1997.
    • (1997) Foundations of Genetic Algorithms , vol.4 , pp. 117-139
    • Rattray, M.1    Shapiro, J.2
  • 15
    • 0031277292 scopus 로고    scopus 로고
    • Local convergence rates of simple evolutionary algorithms with Cauchy mutations
    • G. Rudolph. Local convergence rates of simple evolutionary algorithms with Cauchy mutations. IEEE Transactions on Evolutionary Computation, 1(4):249-258, 1997.
    • (1997) IEEE Transactions on Evolutionary Computation , vol.1 , Issue.4 , pp. 249-258
    • Rudolph, G.1
  • 17
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    • Fast simulated annealing
    • H. Szu and R. Hartley. Fast simulated annealing. Physics Letters A, 122:157-162, 1987.
    • (1987) Physics Letters A , vol.122 , pp. 157-162
    • Szu, H.1    Hartley, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.