DocumentCode :
2219853
Title :
Experiments on the CEC 2015 expensive optimization testbed
Author :
Berthier, Vincent
Author_Institution :
TAO, Inria, Univ. Paris-Sud, UMR CNRS 8623, Bat 660 Claude Shannon Univ. Paris-Sud, 91190 Gif-sur-Yvette, France
fYear :
2015
fDate :
25-28 May 2015
Firstpage :
1059
Lastpage :
1066
Abstract :
We experiment various simple classical algorithms on the expensive optimization testbed from Cec2015. CMA performs best, in particular its DCMA flavor using quasi-random numbers. Nelder-Mead also performs well. Portfolios performed well for the given budget (500 evaluations in dimension 10 and 1500 evaluations in dimension 30), but not the half budget, which is also taken into account in the competition, hence we did not include them in the final version.
Keywords :
Algorithm design and analysis; Covariance matrices; Electronic mail; Optimization; Portfolios; Sociology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation (CEC), 2015 IEEE Congress on
Conference_Location :
Sendai, Japan
Type :
conf
DOI :
10.1109/CEC.2015.7257007
Filename :
7257007
Link To Document :
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