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Volumn , Issue , 2009, Pages 539-545

Efficient natural evolution strategies

Author keywords

Evolution strategies; Natural gradient; Optimization

Indexed keywords

EVOLUTION STRATEGIES; FAST ALGORITHMS; FITNESS EVALUATIONS; GRADIENT ESTIMATION; HIGHER DIMENSIONS; MULTIMODAL BENCHMARK; MUTATION DISTRIBUTION; NATURAL EVOLUTION; NATURAL GRADIENT; OPTIMAL FITNESS; UNIMODAL;

EID: 72749090128     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1569901.1569976     Document Type: Conference Paper
Times cited : (105)

References (8)
  • 1
    • 0000396062 scopus 로고    scopus 로고
    • Natural gradient works efficiently in learning
    • S. Amari. Natural gradient works efficiently in learning. Neural Computation, 10(2):251-276, 1998.
    • (1998) Neural Computation , vol.10 , Issue.2 , pp. 251-276
    • Amari, S.1
  • 3
    • 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
  • 4
    • 40649106649 scopus 로고    scopus 로고
    • Natural actor-critic
    • J. Peters and S. Schaal. Natural actor-critic. Neurocomputing, 71(7-9):1180-1190, 2008.
    • (2008) Neurocomputing , vol.71 , Issue.7-9 , pp. 1180-1190
    • Peters, J.1    Schaal, S.2
  • 6
    • 27144437429 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the cec 2005 special session on real-parameter optimization
    • Technical report, Nanyang Technological University, Singapore
    • P. N. Suganthan, N. Hansen, J. J. Liang, K. Deb, Y. P. Chen, A. Auger, and S. Tiwari. Problem definitions and evaluation criteria for the cec 2005 special session on real-parameter optimization. Technical report, Nanyang Technological University, Singapore, 2005.
    • (2005)
    • Suganthan, P.N.1    Hansen, N.2    Liang, J.J.3    Deb, K.4    Chen, Y.P.5    Auger, A.6    Tiwari, S.7
  • 7
    • 71149084737 scopus 로고    scopus 로고
    • Y. Sun, D. Wierstra, T. Schaul, and J. Schmidhuber. Stochastic search using the natural gradient. To appear in Proceedings of ICML 09, 2009.
    • Y. Sun, D. Wierstra, T. Schaul, and J. Schmidhuber. Stochastic search using the natural gradient. To appear in Proceedings of ICML 09, 2009.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.