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Volumn , Issue , 2013, Pages 369-376

CMA-ES with restarts for solving CEC 2013 benchmark problems

Author keywords

[No Author keywords available]

Indexed keywords

BENCH-MARK PROBLEMS; COMPETITIVE PERFORMANCE; COVARIANCE MATRIX ADAPTATION EVOLUTION STRATEGIES; EXPERIMENTAL VALIDATIONS; ILL CONDITIONED PROBLEMS; OPTIMIZATION PROBLEMS; POPULATION SIZES; REAL-PARAMETER OPTIMIZATION;

EID: 84881588447     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2013.6557593     Document Type: Conference Paper
Times cited : (146)

References (15)
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  • 4
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    • Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed
    • N. Hansen. Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed. In GECCO Companion, pages 2389-2396, 2009.
    • (2009) GECCO Companion , pp. 2389-2396
    • Hansen, N.1
  • 6
    • 35048900140 scopus 로고    scopus 로고
    • Evaluating the CMA evolution strategy on multimodal test functions
    • N. Hansen and S. Kern. Evaluating the CMA Evolution Strategy on Multimodal Test Functions. In PPSN'04, pages 282-291, 2004.
    • (2004) PPSN'04 , pp. 282-291
    • Hansen, N.1    Kern, S.2
  • 7
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • N. Hansen, S. M̈uller, and P. Koumoutsakos. Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evolutionary Computation, 11(1):1-18, 2003.
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 1-18
    • Hansen, N.1    M̈uller, S.2    Koumoutsakos, P.3
  • 8
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    • Completely derandomized self-adaptation in evolution strategies
    • June
    • N. Hansen and A. Ostermeier. Completely Derandomized Self-Adaptation in Evolution Strategies. Evol. Comput. , 9(2):159-195, June 2001.
    • (2001) Evol. Comput , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 10
    • 84879539339 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the CEC 2013 special session and competition on real-parameter optimization
    • Computational Intelligence Laboratory, Zhengzhou University, Zhengzhou China and Technical Report, Nanyang Technological University
    • P. N. S. J. J. Liang, B-Y. Qu and A. G. Hernandez-Diaz. Problem Definitions and Evaluation Criteria for the CEC 2013 Special Session and Competition on Real-Parameter Optimization. Technical report, Computational Intelligence Laboratory, Zhengzhou University, Zhengzhou China and Technical Report, Nanyang Technological University, 2013.
    • (2013) Technical Report
    • Liang, P.N.S.J.J.1    Qu, B.-Y.2    Hernandez-Diaz, A.G.3
  • 11
    • 34547312868 scopus 로고    scopus 로고
    • Improving evolution strategies through active covariance matrix adaptation
    • G. A. Jastrebski and D. V. Arnold. Improving Evolution Strategies through Active Covariance Matrix Adaptation. In IEEE Congress on Evolutionary Computation, pages 2814-2821, 2006.
    • (2006) IEEE Congress on Evolutionary Computation , pp. 2814-2821
    • Jastrebski, G.A.1    Arnold, D.V.2
  • 12
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    • Alternative restart strategies for CMA-ES
    • V. C. et al. , editor Parallel Problem Solving from Nature (PPSN XII) Springer
    • I. Loshchilov, M. Schoenauer, and M. Sebag. Alternative Restart Strategies for CMA-ES. In V. C. et al. , editor, Parallel Problem Solving from Nature (PPSN XII), LNCS, pages 296-305. Springer, 2012.
    • (2012) LNCS , pp. 296-305
    • Loshchilov, I.1    Schoenauer, M.2    Sebag, M.3
  • 13
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    • Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed
    • T. Soule and J. H. Moore, editors ACM Press, July
    • I. Loshchilov, M. Schoenauer, and M. Sebag. Black-box Optimization Benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 Noiseless Testbed. In T. Soule and J. H. Moore, editors, Genetic and Evolutionary Computation Conference (GECCO Companion), pages 269-276. ACM Press, July 2012.
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  • 15
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    • Adaptive niche radii and niche shapes approaches for niching with the cma-es
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    • (2010) Evolutionary Computation , vol.18 , Issue.1 , pp. 97-126
    • Shir, O.M.1    Emmerich, M.2    B̈ack, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.