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Description
  • Článek presentuje nový přístup k adaptivnímu nastavení řídících parametrů algoritmu diferenciální evoluce. Tento pristup je založen na soutěži různých nastavení. Algoritmus je v článku popsán a uvedeno experimentální srovnání s jinými algortimy, jehož výsledky ukazují přínos tohoto soutěživého algoritmu. (cs)
  • This paper is focused on the adaptation of control parameters in differential evolution. The competition of different control parameter settings was proposed in order to ensure the self-adaptation of parameters within the search process. Several variants of such algorithm were tested on six functions at four levels of search-space dimension. This competitive differential evolution proved to be more reliable and less time-consuming than the standard differential evolution. The competitive differential evolution also outperformed other algorithms that were tested.
  • This paper is focused on the adaptation of control parameters in differential evolution. The competition of different control parameter settings was proposed in order to ensure the self-adaptation of parameters within the search process. Several variants of such algorithm were tested on six functions at four levels of search-space dimension. This competitive differential evolution proved to be more reliable and less time-consuming than the standard differential evolution. The competitive differential evolution also outperformed other algorithms that were tested. (en)
Title
  • Differential Evolution: Competitive Setting of Control Parameters
  • Diferenciální evoluce: Soutěživé nastavení řídících parametrů (cs)
  • Differential Evolution: Competitive Setting of Control Parameters (en)
skos:prefLabel
  • Differential Evolution: Competitive Setting of Control Parameters
  • Diferenciální evoluce: Soutěživé nastavení řídících parametrů (cs)
  • Differential Evolution: Competitive Setting of Control Parameters (en)
skos:notation
  • RIV/61988987:17310/06:00000160!RIV07-MSM-17310___
http://linked.open.../vavai/riv/strany
  • 207
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/05/0284), Z(MSM6198898701)
http://linked.open...iv/cisloPeriodika
  • 11
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 471651
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17310/06:00000160
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • global optimization, differential evolution, control parameters, self-adaptive algorithms (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • PL - Polská republika
http://linked.open...ontrolniKodProRIV
  • [E41FD990CADE]
http://linked.open...i/riv/nazevZdroje
  • Proceeding of the International Multiconference on Computer Science and Information Technology
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 22
http://linked.open...iv/tvurceVysledku
  • Tvrdík, Josef
http://linked.open...n/vavai/riv/zamer
issn
  • 1896-7094
number of pages
http://localhost/t...ganizacniJednotka
  • 17310
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