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Volumn , Issue , 2011, Pages 703-706

Tuning parameters across mixed dimensional instances: A performance scalability study of Sep-G-CMA-ES

Author keywords

large scale continuous optimization; mixed dimensions; parameter tuning; sep g cma es

Indexed keywords

AUTOMATIC ALGORITHMS; BENCHMARK FUNCTIONS; COMPARATIVE STUDIES; CONTINUOUS OPTIMIZATION; MIXED DIMENSIONS; PARAMETER-TUNING; PERFORMANCE SCALABILITY; SEP-G-CMA-ES; TIME COMPLEXITY; TRAINING FUNCTION; TUNING PARAMETER;

EID: 80051940033     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2001858.2002072     Document Type: Conference Paper
Times cited : (11)

References (14)
  • 1
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    • A restart CMA evolution strategy with increasing population size
    • Piscataway, NJ, IEEE Press
    • A. Auger and N. Hansen. A restart CMA evolution strategy with increasing population size. In CEC 2005, pages 1769-1776, Piscataway, NJ, 2005. IEEE Press.
    • (2005) CEC 2005 , pp. 1769-1776
    • Auger, A.1    Hansen, N.2
  • 5
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • DOI 10.1162/106365603321828970
    • N. Hansen, S. Muller, and P. Koumoutsakos. Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation. Evolutionary Computation, 11(1):1-18, 2003. (Pubitemid 37044186)
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 1-18
    • Hansen, N.1    Muller, S.D.2    Koumoutsakos, P.3
  • 6
    • 0035377566 scopus 로고    scopus 로고
    • 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
  • 8
    • 33750258817 scopus 로고    scopus 로고
    • A computational efficient covariance matrix update and a (1+ 1)-CMA for evolution strategies
    • New York, ACM Press
    • C. Igel, T. Suttorp, and N. Hansen. A computational efficient covariance matrix update and a (1+ 1)-CMA for evolution strategies. In GECCO 2006, pages 453-460, New York, 2006. ACM Press.
    • (2006) GECCO 2006 , pp. 453-460
    • Igel, C.1    Suttorp, T.2    Hansen, N.3
  • 9
    • 84860403682 scopus 로고    scopus 로고
    • An Incremental Ant Colony Algorithm with Local Search for Continuous Optimization
    • ACM Press. accepted
    • T. Liao, M. A. Montes de Oca., D. Aydin, T. Stützle, and M. Dorigo. An Incremental Ant Colony Algorithm with Local Search for Continuous Optimization. In GECCO 2011, New York, 2011. ACM Press. accepted.
    • (2011) GECCO 2011, New York
    • Liao, T.1    Montes De Oca, M.A.2    Aydin, D.3    Stützle, T.4    Dorigo, M.5
  • 11
    • 80051834047 scopus 로고    scopus 로고
    • Editorial: Scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems
    • In Press. DOI: 10.1007/s00500-010-0639-2
    • M. Lozano, D. Molina, and F. Herrera. Editorial: Scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems. Soft Computing, 2011. In Press. DOI: 10.1007/s00500-010- 0639-2
    • (2011) Soft Computing
    • Lozano, M.1    Molina, D.2    Herrera, F.3
  • 12
    • 80053962921 scopus 로고    scopus 로고
    • An incremental particle swarm for large-scale optimization problems: An example of tuning-in-the-loop (re)design of optimization algorithms
    • In press. DOI: 10.1007/s00500-010-0649-0
    • M. A. Montes de Oca, D. Aydin, and T. Stützle. An incremental particle swarm for large-scale optimization problems: An example of tuning-in-the-loop (re)design of optimization algorithms. Soft Computing, 2011. In press. DOI: 10.1007/s00500-010-0649-0
    • (2011) Soft Computing
    • Montes De Oca, M.A.1    Aydin, D.2    Stützle, T.3
  • 13
    • 77955973611 scopus 로고    scopus 로고
    • Benchmarking sep-CMA-ES on the BBOB-2009 noisy testbed
    • New York, ACM Press
    • R. Ros. Benchmarking sep-CMA-ES on the BBOB-2009 noisy testbed. In GECCO 2009, pages 2441-2446, New York, 2009. ACM Press.
    • (2009) GECCO 2009 , pp. 2441-2446
    • Ros, R.1
  • 14
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    • A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity
    • Springer-Verlag
    • R. Ros and N. Hansen. A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity. In PPSN 2008, pages 296-305. Springer-Verlag, 2008.
    • (2008) PPSN 2008 , pp. 296-305
    • Ros, R.1    Hansen, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.