LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation
作者： Anne Auger , Marc Schoenauer , Nicolas Vanhaecke
DOI: 10.1007/978-3-540-30217-9_19
关键词:
摘要: Evolution Strategies, a class of Evolutionary Algorithmsbased on Gaussian mutation and deterministic selection, are today considered the best choice as far as parameter …
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sci-hub.se 参考文章(9)
Thomas Bäck, Hans-Paul Schwefel, Frank Hoffmeister, A Survey of Evolution Strategies. ICGA. pp. 2- 9 ,(1991)
Anne Auger, Claude Le Bris, Marc Schoenauer, Dimension-Independent Convergence Rate for Non-isotropic (1, λ) — ES Genetic and Evolutionary Computation — GECCO 2003. pp. 512- 524 ,(2003) , 10.1007/3-540-45105-6_64
Jose A. Lozano, Pedro Larraanaga, Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation Kluwer Academic Publishers. ,(2001)
Anne Auger, Convergence results for the (1, λ)-SA-ES using the theory of ϕ-irreducible Markov chains Theoretical Computer Science. ,vol. 334, pp. 35- 69 ,(2005) , 10.1016/J.TCS.2004.11.017
Thomas Bäck, Hans-Paul Schwefel, An overview of evolutionary algorithms for parameter optimization Evolutionary Computation. ,vol. 1, pp. 1- 23 ,(1993) , 10.1162/EVCO.1993.1.1.1
Stefan Kern, Sibylle D Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos, None, Learning Probability Distributions in Continuous Evolutionary Algorithms - a Comparative Review Natural Computing. ,vol. 3, pp. 355- 356 ,(2004) , 10.1023/B:NACO.0000023416.59689.4E
Nikolaus Hansen, Andreas Ostermeier, Completely Derandomized Self-Adaptation in Evolution Strategies Evolutionary Computation. ,vol. 9, pp. 159- 195 ,(2001) , 10.1162/106365601750190398
Nikolaus Hansen, Sibylle D Müller, Petros Koumoutsakos, None, Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES) Evolutionary Computation. ,vol. 11, pp. 1- 18 ,(2003) , 10.1162/106365603321828970
Hans-Paul Schwefel, Numerical optimization of computer models ,(1981)