A restart CMA evolution strategy with increasing population size

2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings

Volumn 2, Issue , 2005, Pages 1769-1776

  Auger, Anne ^a   Hansen, Nikolaus ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

FUNCTIONS; MODAL ANALYSIS; OPTIMIZATION; PARAMETER ESTIMATION; POPULATION STATISTICS; SEARCH ENGINES;

EVOLUTION STRATEGY; POPULATION SIZE; REAL-PARAMETER OPTIMIZATION; SEARCH CHARACTERISTICS;

EVOLUTIONARY ALGORITHMS;

EID: 27144512834     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. A. Auger and N. Hansen. Performance evaluation of an advanced local search evolutionary algorithm. In Proceedings of the IEEE Congress on Evolutionary Computation, 2005.
2. N. Hansen. Invariance, self-adaptation and correlated mutations in evolution strategies. In M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo, and H.-P. Schwefel, editors, Parallel Problem Solving from Nature - PPSN VI, pages 355-364. Springer, 2000.
3. N. Hansen and S. Kern. Evaluating the CMA evolution strategy on multimodal test functions. In Xin Yao et al., editors, Parallel Problem Solving from Nature - PPSN VIII, LNCS 3242, pages 282-291. Springer, 2004.
4. N. Hansen, S. D. Müller, and P. Koumoutsakos. Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evol. Comput., 11(1): 1-18, 2003.
5. N. Hansen and A. Ostermeier. Adapting arbitrary normal mutation distributions in evolution strategies: The covariance matrix adaptation. In Proceedings of the 1996 IEEE Conference on Evolutionary Computation (ICEC '96), pages 312-317, 1996.
6. th European Congresson Intelligent Techniques and Soft Computing, pages 650-654, 1997.
7. N. Hansen and A. Ostermeier. Completely derandomized self-adaptation in evolution strategies. Evol. Comput., 9(2): 159-195, 2001.
8. 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, May 2005. http://www.ntu.edu.sg/home/EPNSugan.