Visual guide of F and CR parameters influence on differential evolution solution quality
Abstract eng: Choice 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.
Contributors:
Publisher:
Institute of Theoretical and Applied Mechanics of the Cech Academy of Sciences, Prague
Conference Title:
Conference Title:
Engineering Mechanics 2018
Conference Venue:
Svratka, CZ
Conference Dates:
2018-05-14 / 2018-05-17
Rights:
Text je chráněný podle autorského zákona č. 121/2000 Sb.
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Record created 2022-01-10, last modified 2022-01-10
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