About: Fuzzy extended non-linear regression model (Takagi-Sugeno extended type)     Goto   Sponge   NotDistinct   Permalink

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Description
  • The non-linear regression fuzzy models type Takagi-Sugeno (Ts-models) include the linear regression equations with the crisp regression coefficients. Therefore, the global output of classical TS-models is in the crisp form and, in this case, it is not possible to judge an output variable fuzziness. There is disadvantage in the case when the TS-model is used in tasks of system state prediction or foouls estimation. On the other hand, the crisp form of output variable is advantage in the case when the TS-model is used in tasks of system control (Sugeno controller).
  • The non-linear regression fuzzy models type Takagi-Sugeno (Ts-models) include the linear regression equations with the crisp regression coefficients. Therefore, the global output of classical TS-models is in the crisp form and, in this case, it is not possible to judge an output variable fuzziness. There is disadvantage in the case when the TS-model is used in tasks of system state prediction or foouls estimation. On the other hand, the crisp form of output variable is advantage in the case when the TS-model is used in tasks of system control (Sugeno controller). (en)
  • Obyčejné nelineární regresní fuzzy modely typu Takagi-Sugeno (T-S modely) využívají v konsekventech svých pravidel regresní koeficienty typu obyčejných čísel. Globální výstupní proměnná takových modelů má formu obyčejného čísla a nedovoluje proto charakterizovat nejistotu (fuzzitivitu) výstupu. Tato skutečnost může být nevýhodou v případech, kdy je takový model použit jako model predikční nebo diagnostický. Ostrá hodnota výstupu je naopak výhodou v případě použití takového T-S modelu jako fuzzy regulátoru. (Sugenův regulátor). (cs)
Title
  • Rozšířený fuzzy nelineární regresní model (typu Takagi-Sugeno) (cs)
  • Fuzzy extended non-linear regression model (Takagi-Sugeno extended type)
  • Fuzzy extended non-linear regression model (Takagi-Sugeno extended type) (en)
skos:prefLabel
  • Rozšířený fuzzy nelineární regresní model (typu Takagi-Sugeno) (cs)
  • Fuzzy extended non-linear regression model (Takagi-Sugeno extended type)
  • Fuzzy extended non-linear regression model (Takagi-Sugeno extended type) (en)
skos:notation
  • RIV/61989100:27240/04:00011337!RIV/2005/GA0/272405/N
http://linked.open.../vavai/riv/strany
  • 238-243
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA106/02/1128)
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
  • 565079
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/04:00011337
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Takagi-Sugeno model;regression coefficients;fuzzy numbers (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [E20EE1FDF4C8]
http://linked.open...v/mistoKonaniAkce
  • VŠB - Technická univerzita Ostrava
http://linked.open...i/riv/mistoVydani
  • Ostrava
http://linked.open...i/riv/nazevZdroje
  • WOFEX 2004 - PhD workshop
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
  • Pokorný, Miroslav
  • Šišpera, P.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Vysoká škola báňská - Technická univerzita Ostrava
https://schema.org/isbn
  • 80-248-0596-0
http://localhost/t...ganizacniJednotka
  • 27240
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