"Optimization; Population-Based search; Black Box; Continuous Domain"@en . "[2E44A3704230]" . . . . . "Experimental Comparison of Six Population Based Algorithms for Continuous Black Box Optimization" . . . "26"^^ . "2"^^ . "000311334400002" . "1063-6560" . . . . "2"^^ . . . "4" . "Kubal\u00EDk, Ji\u0159\u00ED" . "Evolutionary Computation" . "http://www.mitpressjournals.org/doi/abs/10.1162/EVCO_a_00083" . "135545" . . "Experimental Comparison of Six Population Based Algorithms for Continuous Black Box Optimization"@en . . "Six population based methods for real valued black box optimization are thoroughly compared in this article. One of them, Nelder Mead simplex search, is rather old, but still a popular technique of direct search. The remaining five (POEMS, G3PCX, Cauchy EDA, BIPOP CMA ES, and CMA ES) are more recent and came from the evolutionary computation community. The recently proposed comparing continuous optimizers (COCO) methodology was adopted as the basis for the comparison. The results show that BIPOP CMA ES reaches the highest success rates and is often also quite fast. The results of the remaining algorithms are mixed, but Cauchy EDA and POEMS are usually slow."@en . "US - Spojen\u00E9 st\u00E1ty americk\u00E9" . . "21230" . . . . "P(GP102/08/P094), Z(MSM6840770012)" . "Six population based methods for real valued black box optimization are thoroughly compared in this article. One of them, Nelder Mead simplex search, is rather old, but still a popular technique of direct search. The remaining five (POEMS, G3PCX, Cauchy EDA, BIPOP CMA ES, and CMA ES) are more recent and came from the evolutionary computation community. The recently proposed comparing continuous optimizers (COCO) methodology was adopted as the basis for the comparison. The results show that BIPOP CMA ES reaches the highest success rates and is often also quite fast. The results of the remaining algorithms are mixed, but Cauchy EDA and POEMS are usually slow." . "Experimental Comparison of Six Population Based Algorithms for Continuous Black Box Optimization"@en . "Experimental Comparison of Six Population Based Algorithms for Continuous Black Box Optimization" . "Po\u0161\u00EDk, Petr" . "RIV/68407700:21230/12:00199147!RIV13-MSM-21230___" . "RIV/68407700:21230/12:00199147" . . "20" . . .