Visual guide of F and CR parameters influence on differential evolution solution quality

Engineering Mechanics ... · 2018

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.

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