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Description
  • Syntéza, identifikace a řízení komplexních dynamických systémů jsou obvykle velmi komplikované. Klasické metody potřebují určitá zjednodušení, která ale vedou k idealizovaným řešením, která mohou být daleko od reality. Naproti tomu, třída metoda založených na evolučních principech jsou úspěšně použity k řešení těchto problémů s vysokým stupněm přesnosti. V tomto článku je předvedena nová metoda, která již s úspěchem byla použita např. při syntéze neuronových sítí, elektrických obvodů apod. Evoluční algoritmy byly použity zde pro identifikaci dynamických systémů. (cs)
  • Synthesis, identification and control of the complex dynamical systems are usually extremely complicated. When classics methods are used, some simplifications are required which tends to lead to idealized solutions that are far away to reality. In contrast, the class of methods based on evolutionary principles is successfully used to solve this kind of problems with a high level of precision. In this paper a novel method is discussed which has been successfully proven in many simulations like neural network synthesis and electrical circuit synthesis. Typical examples are discussed, alongside the use of evolutionary algorithms on dynamical system synthesis - identification.
  • Synthesis, identification and control of the complex dynamical systems are usually extremely complicated. When classics methods are used, some simplifications are required which tends to lead to idealized solutions that are far away to reality. In contrast, the class of methods based on evolutionary principles is successfully used to solve this kind of problems with a high level of precision. In this paper a novel method is discussed which has been successfully proven in many simulations like neural network synthesis and electrical circuit synthesis. Typical examples are discussed, alongside the use of evolutionary algorithms on dynamical system synthesis - identification. (en)
Title
  • Evolutionary identification of dynamical systems
  • Evolutionary identification of dynamical systems (en)
  • Evoluční identifikace dynamických systémů (cs)
skos:prefLabel
  • Evolutionary identification of dynamical systems
  • Evolutionary identification of dynamical systems (en)
  • Evoluční identifikace dynamických systémů (cs)
skos:notation
  • RIV/70883521:28140/08:63507081!RIV09-GA0-28140___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/06/1132), Z(MSM7088352101)
http://linked.open...iv/cisloPeriodika
  • 3
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
  • 366955
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/08:63507081
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • dynamic system; identification; evolutionary algorithms (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV
  • [7202AE96DB79]
http://linked.open...i/riv/nazevZdroje
  • International Journal of Simulation, Systems, Science and Technology
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
  • 9
http://linked.open...iv/tvurceVysledku
  • Oplatková, Zuzana
  • Zelinka, Ivan
  • Šenkeřík, Roman
http://linked.open...n/vavai/riv/zamer
issn
  • 1473-8031
number of pages
http://localhost/t...ganizacniJednotka
  • 28140
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