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Volumn 17, Issue 6, 2013, Pages 1031-1046

Computational results for an automatically tuned CMA-ES with increasing population size on the CEC'05 benchmark set

Author keywords

Automatic algorithm configuration; CMA ES; Continuous optimization

Indexed keywords

AUTOMATIC ALGORITHMS; CMA-ES; COMPUTATIONAL RESULTS; CONTINUOUS FUNCTION OPTIMIZATION; CONTINUOUS OPTIMIZATION; LOCAL SEARCH; MODIFIED PARAMETERS; POPULATION SIZES;

EID: 84877726279     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-012-0946-x     Document Type: Article
Times cited : (29)

References (29)
  • 1
    • 33644511374 scopus 로고    scopus 로고
    • Fine-tuning of algorithms using fractional experimental designs and local search
    • Adenso-Diaz B, Laguna M (2006) Fine-tuning of algorithms using fractional experimental designs and local search. Operations Res 54: 99-114.
    • (2006) Operations Res , vol.54 , pp. 99-114
    • Adenso-Diaz, B.1    Laguna, M.2
  • 3
    • 38148998723 scopus 로고    scopus 로고
    • Improvement strategies for the F-Race algorithm: Sampling design and iterative refinement
    • In: Bartz-Beielstein et al. (eds), Springer, Berlin
    • Balaprakash P, Birattari M, Stutzle T (2007) Improvement strategies for the F-Race algorithm: sampling design and iterative refinement. In: Bartz-Beielstein et al. (eds) Proceedings of International Conference on Hybrid Metaheuristics, LNCS, vol 4771. Springer, Berlin pp 108-122.
    • (2007) Proceedings of International Conference On Hybrid Metaheuristics, LNCS , vol.4771 , pp. 108-122
    • Balaprakash, P.1    Birattari, M.2    Stutzle, T.3
  • 9
    • 0029722015 scopus 로고    scopus 로고
    • Adapting arbitrary normal mutation distributions in evolution strategies: The covariance matrix adaptation
    • IEEE Press, Piscataway
    • Hansen N, Ostermeier A (1996) Adapting arbitrary normal mutation distributions in evolution strategies: the covariance matrix adaptation. In: Proceedings of IEEE International Conference on Evolutionary Computation, CEC'96. IEEE Press, Piscataway, pp 312-317.
    • (1996) Proceedings of IEEE International Conference On Evolutionary Computation, CEC'96 , pp. 312-317
    • Hansen, N.1    Ostermeier, A.2
  • 10
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • Hansen N, Ostermeier A (2001) Completely derandomized self-adaptation in evolution strategies. Evolutionary Comput 9(2): 159-195.
    • (2001) Evolutionary Comput , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 11
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • Hansen N, Muller SD, Koumoutsakos P (2003) Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evolutionary Comput 11(1): 1-18.
    • (2003) Evolutionary Comput , vol.11 , Issue.1 , pp. 1-18
    • Hansen, N.1    Muller, S.D.2    Koumoutsakos, P.3
  • 21
    • 80051834047 scopus 로고    scopus 로고
    • Editorial scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems. Soft computing-a fusion of foundations
    • Lozano M, Molina D, Herrera F (2011) Editorial scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems. Soft computing-a Fusion of Foundations. Methodol Appl 15: 2085-2087.
    • (2011) Methodologies and Applications , vol.15 , pp. 2085-2087
    • Lozano, M.1    Molina, D.2    Herrera, F.3
  • 23
    • 77749289802 scopus 로고    scopus 로고
    • Memetic algorithms for continuous optimisation based on local search chains
    • Molina D, Lozano M, García-Martínez C, Herrera F (2010) Memetic algorithms for continuous optimisation based on local search chains. Evolutionary Comput 18(1): 27-63.
    • (2010) Evolutionary Comput , vol.18 , Issue.1 , pp. 27-63
    • Molina, D.1    Lozano, M.2    García-Martínez, C.3    Herrera, F.4
  • 27
    • 56449130100 scopus 로고    scopus 로고
    • A simple modification in CMA-ES achieving linear time and space complexity
    • In: Rudolph G et al., Springer, Berlin, LNCS
    • Ros R, Hansen N (2008) A simple modification in CMA-ES achieving linear time and space complexity. In: Rudolph G et al. (eds) Parallel problem solving from nature PPSN X, vol 5199. Springer, Berlin, LNCS, pp 296-305.
    • (2008) Parallel Problem Solving From Nature PPSN X , vol.5199 , pp. 296-305
    • Ros, R.1    Hansen, N.2
  • 29
    • 27144437429 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization
    • Nanyang Technological University
    • Suganthan PN, Hansen N, Liang JJ, Deb K, Chen Y, Auger A, Tiwari S (2005) Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization. Tech. Rep. 2005005, Nanyang Technological University.
    • (2005) Tech. Rep. 2005005
    • Suganthan, P.N.1    Hansen, N.2    Liang, J.J.3    Deb, K.4    Chen, Y.5    Auger, A.6    Tiwari, S.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.