Detail publikace

Visual Guide on F and CR Parameters Influence on Differential Evolution Solution Quality

ČERVENKA, M.

Originální název

Visual Guide on F and CR Parameters Influence on Differential Evolution Solution Quality

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

Differential Evolution, Evolutionary Algorithms, lack-box optimisation, patameter tuning

Autoři

ČERVENKA, M.

Vydáno

30. 4. 2018

ISBN

978-80-86246-88-8

Kniha

Engineering Mechanics 2018

ISSN

1805-8248

Periodikum

Engineering Mechanics ....

Stát

Česká republika

Strany od

234

Strany do

238

Strany počet

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"
}