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Description
  • Chaos driven Differential Evolution (DE) algorithm and Self-Organizing Migrating Algorithm (SOMA) is presented in this paper for the task of PID controller optimization. The dissipative chaotic Lozi map is embedded as a number generator inside DE and SOMA in order to avoid local optima stagnation and embed a superior search strategy. Three unique PID controller problems are presented and successfully resolved using these new approaches. The obtained results compare favorably with published results.
  • Chaos driven Differential Evolution (DE) algorithm and Self-Organizing Migrating Algorithm (SOMA) is presented in this paper for the task of PID controller optimization. The dissipative chaotic Lozi map is embedded as a number generator inside DE and SOMA in order to avoid local optima stagnation and embed a superior search strategy. Three unique PID controller problems are presented and successfully resolved using these new approaches. The obtained results compare favorably with published results. (en)
Title
  • Chaos driven evolutionary algorithms for the task of PID control
  • Chaos driven evolutionary algorithms for the task of PID control (en)
skos:prefLabel
  • Chaos driven evolutionary algorithms for the task of PID control
  • Chaos driven evolutionary algorithms for the task of PID control (en)
skos:notation
  • RIV/70883521:28140/10:63508868!RIV11-GA0-28140___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/09/1680), Z(MSM7088352101)
http://linked.open...iv/cisloPeriodika
  • 4
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
  • 250355
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/10:63508868
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Chaos; Control; Optimization; Evolutionary algorithms; Differential evolution; SOMA; PID (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV
  • [AC0A1BF538F0]
http://linked.open...i/riv/nazevZdroje
  • Computers & Mathematics with Applications
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
  • 60
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Šenkeřík, Roman
  • Davendra, Donald
http://linked.open...n/vavai/riv/zamer
issn
  • 0898-1221
number of pages
http://localhost/t...ganizacniJednotka
  • 28140
is http://linked.open...avai/riv/vysledek of
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