Performance evaluation of an advanced local search evolutionary algorithm

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

Volumn 2, Issue , 2005, Pages 1777-1784

  Auger, Anne ^a   Hansen, Nikolaus ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

GLOBAL OPTIMIZATION; OPTIMIZATION; PARAMETER ESTIMATION; SEARCH ENGINES;

PERFORMANCE EVALUATION; SEARCH EVOLUTIONARY ALGORITHMS;

EVOLUTIONARY ALGORITHMS;

EID: 27144539455     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. A. Auger and N. Hansen. A restart CMA evolution strategy with increasing population size. In Proceedings of the IEEE Congress on Evolutionary Computation, 2005.
2. H-G. Beyer and D. Arnold. Qualms regarding the optimality of cumulative path length control in CS A/CMA-evolution strategies. Evol. Comput., 11(1):19-28, 2003.
3. 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.
4. 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.
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. N. Hansen and A. Ostermeier. Completely derandomized self-adaptation in evolution strategies. Evol. Comput., 9(2): 159-195, 2001.
7. 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.