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Volumn , Issue , 2008, Pages 487-494

Mutative σ-self-adaptation can beat cumulative step size adaptation when using weighted recombination

Author keywords

Cumulative step length adaptation; Evolution strategy; Mutation strength self adaptation; Weighted multirecombination

Indexed keywords

EVOLUTIONARY ALGORITHMS;

EID: 56449110215     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1389095.1389189     Document Type: Conference Paper
Times cited : (4)

References (15)
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    • Arnold, D.V.1
  • 3
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    • I, λ)-ES in a Noisy Environment
    • W. Martin and W. Spears, editors, San Francisco, CA, Morgan Kaufmann
    • I, λ)-ES in a Noisy Environment. In W. Martin and W. Spears, editors, Foundations of Genetic Algorithms, 6, pages 127-141, San Francisco, CA, 2001. Morgan Kaufmann.
    • (2001) Foundations of Genetic Algorithms , vol.6 , pp. 127-141
    • Arnold, D.V.1    Beyer, H.-G.2
  • 6
    • 56449128627 scopus 로고    scopus 로고
    • Evolution Strategies
    • H.-G. Beyer. Evolution Strategies. Scholarpedia, page 15321, 2007.
    • (2007) Scholarpedia , pp. 15321
    • Beyer, H.-G.1
  • 7
    • 0041877685 scopus 로고    scopus 로고
    • Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies
    • H.-G. Beyer and D. Arnold. Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies. Evolutionary Computation, 11(1):19-28, 2003.
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 19-28
    • Beyer, H.-G.1    Arnold, D.2
  • 8
    • 4243538089 scopus 로고    scopus 로고
    • Some Observations on the Interaction of Recombination and Self-Adaptation in Evolution Strategies
    • P. Angeline, editor, Piscataway, NJ, IEEE
    • L. Grünz and H.-G. Beyer. Some Observations on the Interaction of Recombination and Self-Adaptation in Evolution Strategies. In P. Angeline, editor, Proceedings of the CEC'99 Conference, pages 639-645, Piscataway, NJ, 1999. IEEE.
    • (1999) Proceedings of the CEC'99 Conference , pp. 639-645
    • Grünz, L.1    Beyer, H.-G.2
  • 9
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    • Completely Derandomized Self-Adaptation in Evolution Strategies
    • N. Hansen and A. Ostermeier. Completely Derandomized Self-Adaptation in Evolution Strategies. Evolutionary Computation, 9(2):159-195, 2001.
    • (2001) Evolutionary Computation , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 10
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    • How the (1+1)-ES Using Isotropic Mutations Minimizes Positive Definite Quadratic Forms
    • J. Jägersküpper. How the (1+1)-ES Using Isotropic Mutations Minimizes Positive Definite Quadratic Forms. Theoretical Computer Science, 361(1):38-56, 2006.
    • (2006) Theoretical Computer Science , vol.361 , Issue.1 , pp. 38-56
    • Jägersküpper, J.1
  • 12
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    • On the Analysis of Self-Adaptive Recombination Strategies: First Results
    • Piscataway, NJ, IEEE
    • S. Meyer-Nieberg and H.-G. Beyer. On the Analysis of Self-Adaptive Recombination Strategies: First Results. In Proceedings of the CEC'05 Conference, pages 2341-2348, Piscataway, NJ, 2005. IEEE.
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  • 13
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    • A Derandomized Approach to Self-Adaptation of Evolution Strategies
    • A. Ostermeier, A. Gawelczyk, and N. Hansen. A Derandomized Approach to Self-Adaptation of Evolution Strategies. Evolutionary Computation, 2(4):369-380, 1995.
    • (1995) Evolutionary Computation , vol.2 , Issue.4 , pp. 369-380
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.