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  • In this contribution is demonstrated use of two evolutionary algorithms on parameter identification of serlected predictive models. Both algorithms were used to identify parameter of pre-selected ARMA models. At the end are discussed possibilities of use of synthesis of predictive models by means of methods of symbolic regression that has successfully been used on chaotic system identification by means of evolutionary algorithms on measured data.
  • In this contribution is demonstrated use of two evolutionary algorithms on parameter identification of serlected predictive models. Both algorithms were used to identify parameter of pre-selected ARMA models. At the end are discussed possibilities of use of synthesis of predictive models by means of methods of symbolic regression that has successfully been used on chaotic system identification by means of evolutionary algorithms on measured data. (en)
Title
  • Evolutionary Identification and Synthesis of Predictive Models
  • Evolutionary Identification and Synthesis of Predictive Models (en)
skos:prefLabel
  • Evolutionary Identification and Synthesis of Predictive Models
  • Evolutionary Identification and Synthesis of Predictive Models (en)
skos:notation
  • RIV/68407700:21260/13:00196788!RIV14-MSM-21260___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED2.1.00/03.0089), P(EE.2.3.20.0072), S, Z(MSM6840770043)
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
  • 73821
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21260/13:00196788
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • symbolic regression; ARMA model; evolutionary algorithm; predictive model; SOMA (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [B9F89F4991A7]
http://linked.open...v/mistoKonaniAkce
  • Ostrava
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
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
  • Brandejský, Tomáš
  • Chadil, M.
  • Senkerik, R.
  • Skanderova, L.
  • Zelinka, I.
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000313767300027
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
issn
  • 2194-5357
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-33227-2_27
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-33226-5
http://localhost/t...ganizacniJednotka
  • 21260
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