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  • The paper deals with a class of evolutionary algorithms (EAs) for the global optimization. The special attention is paid to the controlled random search (CRS). A~generalization of the EA is proposed with several heuristics competing with each othe r when generating new trial points. The condition for asymptotic convergence of the algorithm are briefly discussed. Two instances of the EA with competing heuristics were implemented and the experimental results obtained on several test functions are presented.
  • The paper deals with a class of evolutionary algorithms (EAs) for the global optimization. The special attention is paid to the controlled random search (CRS). A~generalization of the EA is proposed with several heuristics competing with each othe r when generating new trial points. The condition for asymptotic convergence of the algorithm are briefly discussed. Two instances of the EA with competing heuristics were implemented and the experimental results obtained on several test functions are presented. (en)
Title
  • Competing Heuristics in Evolutionary Algorithms
  • Competing Heuristics in Evolutionary Algorithms (en)
skos:prefLabel
  • Competing Heuristics in Evolutionary Algorithms
  • Competing Heuristics in Evolutionary Algorithms (en)
skos:notation
  • RIV/61988987:17310/02:00000014!RIV/2003/GA0/173103/N
http://linked.open.../vavai/riv/strany
  • 159-165
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA402/00/1165), Z(MSM 179000002)
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
  • 641389
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17310/02:00000014
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Global optimization; evolutionary algorithms; heuristics; convergence; self-adaptation of algorithm (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [8A08C499D1F1]
http://linked.open...i/riv/mistoVydani
  • Amsterdam, The Nethelands
http://linked.open...vEdiceCisloSvazku
  • Neuveden
http://linked.open...i/riv/nazevZdroje
  • Intelligent Technologies-Theory and Applications
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...ocetUcastnikuAkce
http://linked.open...nichUcastnikuAkce
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Mišík, Ladislav
  • Tvrdík, Josef
  • Křivý, Ivan
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • IOS Press
https://schema.org/isbn
  • 1-58603-256-9
http://localhost/t...ganizacniJednotka
  • 17310
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