000022718 001__ 22718
000022718 005__ 20220110134523.0
000022718 04107 $$aeng
000022718 046__ $$k2018-05-14
000022718 100__ $$aČervenka, M.
000022718 24500 $$aVisual guide of F and CR parameters influence on differential evolution solution quality

000022718 24630 $$n24.$$pEngineering Mechanics 2018
000022718 260__ $$bInstitute of Theoretical and Applied Mechanics of the Cech Academy of Sciences, Prague
000022718 506__ $$arestricted
000022718 520__ $$2eng$$aChoice of configuration parameters of an evolutionary algorithm is not straightforward. This contribution studies impact of two Differential Evolution configuration parameters - the mutation factor F and the crossover rate CR - on the actual solution quality the optimisation process can yield. A subset of visual maps displaying this relationship for ten variants of Differential Evolution benchmarked on six standard test functions is presented.

000022718 540__ $$aText je chráněný podle autorského zákona č. 121/2000 Sb.
000022718 653__ $$aDifferential Evolution, evolutionary algorithms, black-box optimisation, parameter tuning.

000022718 7112_ $$aEngineering Mechanics 2018$$cSvratka, CZ$$d2018-05-14 / 2018-05-17$$gEM2018
000022718 720__ $$aČervenka, M.$$iBoudná, H.
000022718 8560_ $$ffischerc@itam.cas.cz
000022718 8564_ $$s2415694$$uhttps://invenio.itam.cas.cz/record/22718/files/141.pdf$$yOriginal version of the author's contribution in proceedings, page , section TEC.
000022718 962__ $$r21225
000022718 980__ $$aPAPER