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Description
  • A variant of competitive differential evolution modified for the solution of single objective constrained real-parameter optimization is presented in this paper. The modification consists in alternation of minimization of the constrains' violation and minimization of objective function value. The variant was tested on the family of 18 problems developed for the Special Session S000 of CEC2010. Using competitive setting avoids tuning of most control-parameter values because only size of population must be set by the user of the algorithm. The experimental results showed acceptable reliability of the search in most of test problems.
  • A variant of competitive differential evolution modified for the solution of single objective constrained real-parameter optimization is presented in this paper. The modification consists in alternation of minimization of the constrains' violation and minimization of objective function value. The variant was tested on the family of 18 problems developed for the Special Session S000 of CEC2010. Using competitive setting avoids tuning of most control-parameter values because only size of population must be set by the user of the algorithm. The experimental results showed acceptable reliability of the search in most of test problems. (en)
Title
  • Competitive Differential Evolution for Constrained Problems
  • Competitive Differential Evolution for Constrained Problems (en)
skos:prefLabel
  • Competitive Differential Evolution for Constrained Problems
  • Competitive Differential Evolution for Constrained Problems (en)
skos:notation
  • RIV/61988987:17610/10:A1100YIR!RIV11-MSM-17610___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6198898701)
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
  • 251602
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17610/10:A1100YIR
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Single-objective optimization; constrained problems; differential evolution; benchmark tests (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [1F75A07D1CC0]
http://linked.open...v/mistoKonaniAkce
  • Barcelona
http://linked.open...i/riv/nazevZdroje
  • 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Tvrdík, Josef
  • POLÁKOVÁ, Radka
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000287375803006
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • IEEE
https://schema.org/isbn
  • 978-1-4244-8126-2
http://localhost/t...ganizacniJednotka
  • 17610
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