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Description
  • This paper deals with structure optimization of the network of linear local models. The proposed technique assumes initial equidistant partition of the operating space. The structure of the model is then optimised through iterative algorithm that includes merging similar local models. The merging condition is based on the computation of Mean Squared Error and similarity of the local models in closed loop given by the gap metric. The approach is illustrated by a simulation study of a pH neutralization process.
  • This paper deals with structure optimization of the network of linear local models. The proposed technique assumes initial equidistant partition of the operating space. The structure of the model is then optimised through iterative algorithm that includes merging similar local models. The merging condition is based on the computation of Mean Squared Error and similarity of the local models in closed loop given by the gap metric. The approach is illustrated by a simulation study of a pH neutralization process. (en)
Title
  • Structure Optimization for multiple model control
  • Structure Optimization for multiple model control (en)
skos:prefLabel
  • Structure Optimization for multiple model control
  • Structure Optimization for multiple model control (en)
skos:notation
  • RIV/70883521:28140/11:43865505!RIV12-GA0-28140___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GP102/09/P243)
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
  • 232821
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/11:43865505
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Modelling, Multiple models, Optimization (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [57DB376239D1]
http://linked.open...v/mistoKonaniAkce
  • Kréta
http://linked.open...i/riv/mistoVydani
  • Calgary
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 19th IASTED International Conference on Applied Simulation and Modelling
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
  • Bobál, Vladimír
  • Chalupa, Petr
  • Novák, Jakub
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • ACTA Press
https://schema.org/isbn
  • 978-0-88986-884-7
http://localhost/t...ganizacniJednotka
  • 28140
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