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Volumn , Issue , 2012, Pages 329-336

Natural evolution strategies converge on sphere functions

Author keywords

black box optimization; convergence proof; evolution strategies; natural gradient; sphere function; stability theory

Indexed keywords

BLACK-BOX OPTIMIZATION; CONVERGENCE PROOF; EVOLUTION STRATEGIES; NATURAL GRADIENT; SPHERE FUNCTIONS; STABILITY THEORIES;

EID: 84864693847     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2330163.2330211     Document Type: Conference Paper
Times cited : (21)

References (16)
  • 1
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    • Natural Gradient Works Efficiently in Learning
    • S. I. Amari. Natural Gradient Works Efficiently in Learning. Neural Computation, 10:251-276, 1998.
    • (1998) Neural Computation , vol.10 , pp. 251-276
    • Amari, S.I.1
  • 3
    • 16344383127 scopus 로고    scopus 로고
    • Convergence results for the (1,λ)-SA-ES using the theory of phi-irreducible Markov chains
    • A. Auger. Convergence results for the (1,λ)-SA-ES using the theory of phi-irreducible Markov chains. Theoretical Computer Science, 334(1-3):35-69, 2005.
    • (2005) Theoretical Computer Science , vol.334 , Issue.1-3 , pp. 35-69
    • Auger, A.1
  • 4
    • 85129099170 scopus 로고    scopus 로고
    • Theory of Evolution Strategies: A New Perspective
    • A. Auger and B. Doerr, editors, chapter 10, World Scientific Publishing
    • A. Auger and N. Hansen. Theory of Evolution Strategies: a New Perspective. In A. Auger and B. Doerr, editors, Theory of Randomized Search Heuristics: Foundations and Recent Developments, chapter 10, pages 289-325. World Scientific Publishing, 2011.
    • (2011) Theory of Randomized Search Heuristics: Foundations and Recent Developments , pp. 289-325
    • Auger, A.1    Hansen, N.2
  • 6
    • 84855975702 scopus 로고    scopus 로고
    • Performance analysis of the simultaneous perturbation stochastic approximation algorithm on the noisy sphere model
    • Feb.
    • S. Finck and H.-G. Beyer. Performance analysis of the simultaneous perturbation stochastic approximation algorithm on the noisy sphere model. Theoretical computer science, 419(C):50-72, Feb. 2012.
    • (2012) Theoretical Computer Science , vol.419 , Issue.C , pp. 50-72
    • Finck, S.1    Beyer, H.-G.2
  • 11
    • 0001444405 scopus 로고
    • Approximations to the non-central chisquare distribution
    • M. Sankaran. Approximations to the non-central chisquare distribution. Biometrika, 1963.
    • (1963) Biometrika
    • Sankaran, M.1
  • 14
    • 0000546440 scopus 로고
    • The Mean-Median-Mode Inequality and Noncentral Chi Square Distributions
    • P. K. Sen. The Mean-Median-Mode Inequality and Noncentral Chi Square Distributions. Sankhya: The Indian Journal of Statistics, Series A (1961-2002), 51 (1):pp. 106-114, 1989.
    • (1989) Sankhya: The Indian Journal of Statistics, Series A (1961-2002) , vol.51 , Issue.1 , pp. 106-114
    • Sen, P.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.