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ČERVENKA, M.
Original Title
Visual Guide on F and CR Parameters Influence on Differential Evolution Solution Quality
Type
conference paper
Language
English
Original Abstract
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.
Keywords
Differential Evolution, Evolutionary Algorithms, lack-box optimisation, patameter tuning
Authors
Released
30. 4. 2018
ISBN
978-80-86246-88-8
Book
Engineering Mechanics 2018
1805-8248
Periodical
Engineering Mechanics ....
State
Czech Republic
Pages from
234
Pages to
238
Pages count
4
BibTex
@inproceedings{BUT151301, author="Miroslav {Červenka}", title="Visual Guide on F and CR Parameters Influence on Differential Evolution Solution Quality", booktitle="Engineering Mechanics 2018", year="2018", journal="Engineering Mechanics ....", pages="234--238", doi="10.21495/91-8-141", isbn="978-80-86246-88-8", issn="1805-8248" }