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Description
  • The influence of parallelism on the performance of differential evolution is studied. Performance of non-parallel and two kinds of parallel topology is compared experimentally. The parallel versions were implemented on a single-processor machine and the influence of parallelism is simulated in the pseudo-parallel regime. The results show that parallel version of differential evolution with star topology exhibits the best efficiency among algorithms in comparison on the benchmark problems.
  • The influence of parallelism on the performance of differential evolution is studied. Performance of non-parallel and two kinds of parallel topology is compared experimentally. The parallel versions were implemented on a single-processor machine and the influence of parallelism is simulated in the pseudo-parallel regime. The results show that parallel version of differential evolution with star topology exhibits the best efficiency among algorithms in comparison on the benchmark problems. (en)
Title
  • PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS
  • PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS (en)
skos:prefLabel
  • PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS
  • PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS (en)
skos:notation
  • RIV/61988987:17310/11:A13014ME!RIV13-MSM-17310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 2
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
  • 219510
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17310/11:A13014ME
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Global optimization; differential evolution; parallel migration model; migration topology; comparison on benchmark functions (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • SK - Slovenská republika
http://linked.open...ontrolniKodProRIV
  • [2C93A4FB0DE6]
http://linked.open...i/riv/nazevZdroje
  • Aplimat - Journal of Applied Mathematics
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 4
http://linked.open...iv/tvurceVysledku
  • Bujok, Petr
issn
  • 1337-6365
number of pages
http://localhost/t...ganizacniJednotka
  • 17310
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