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  • This work deals with an investigation on optimization of the feedback control of chaos based on using of the evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of optimization of chaos control. As a model of deterministic chaotic system the Henon map was used. The optimizations were realized in several ways, each one for another set of parameters of evolution algorithms or another cost functions. The evolutionary algorithm SOMA (Self-Organizing Migrating Algorithm) was used in four versions. For each version simulations were repeated several times to show and check robustness of used method.
  • This work deals with an investigation on optimization of the feedback control of chaos based on using of the evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of optimization of chaos control. As a model of deterministic chaotic system the Henon map was used. The optimizations were realized in several ways, each one for another set of parameters of evolution algorithms or another cost functions. The evolutionary algorithm SOMA (Self-Organizing Migrating Algorithm) was used in four versions. For each version simulations were repeated several times to show and check robustness of used method. (en)
  • Tato práce se zabývá průzkumem optimalizace zpětnovazebního řízení chaosu založeného na použití evolučních algoritmů. Hlavním cílem je ukázat, že evoluční algoritmy jsou schopné optimalizovat řízení chaosu. Jako model deterministického systému byla použita Henonova mapa. Optimalizace byly realizovány několika způsoby, každy z nich pro jinou sadu parametrů evolučních algoritmů nebo jinou účelovou funkci. SOMA byla použita ve 4 verzích. Každá simulace byla několikrát zopakována, aby se ukázala a prověřila robustnost použité metody či účelové funkce. (cs)
Title
  • INVESTIGATION ON EVOLUTIONARY EDTAS CHAOS CONTROL
  • Evoluční řízení deterministického chaosu (cs)
  • INVESTIGATION ON EVOLUTIONARY EDTAS CHAOS CONTROL (en)
skos:prefLabel
  • INVESTIGATION ON EVOLUTIONARY EDTAS CHAOS CONTROL
  • Evoluční řízení deterministického chaosu (cs)
  • INVESTIGATION ON EVOLUTIONARY EDTAS CHAOS CONTROL (en)
skos:notation
  • RIV/70883521:28140/06:63504327!RIV07-MSM-28140___
http://linked.open.../vavai/riv/strany
  • 507-512
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/05/0271), P(GA102/06/1132), Z(MSM7088352101)
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
  • 480375
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/06:63504327
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Chaos; control; optimization; evolutionary algorithms; parameter estimation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [71BC90763BC5]
http://linked.open...i/riv/mistoVydani
  • Germany
http://linked.open...i/riv/nazevZdroje
  • 20th European Conference on Modelling and Simulation
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...iv/tvurceVysledku
  • Zelinka, Ivan
  • Šenkeřík, Roman
  • Navrátil, Eduard
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • European Council for Modelling and Simulation
https://schema.org/isbn
  • 0-9553018-0-7
http://localhost/t...ganizacniJednotka
  • 28140
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