About: Simple Mixed Predictor in Feedback

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	An B-tuple of predictors was used for -step prediction. Both linear and non-linear predictors were compared to obtain their statistics. Means and variances of individual predictors were estimated. According to the hypothesis of independent estimators thesimple mixed predictor with minimum variance and zero bias was subject of analytical optimization. The regularization technique was applied to stabilize the predictor. The mixed predictor is easy to construct using only a finite number of elementary ari thmetic operations. There is also possible to suppose the dependent estimators and then formulate a regularized quadratic programming task to create more sophisticated non-linear prediction. There is necessary to apply the iterative techniques to obtain approximate solution in real time. The resulting mixed predictor can be used as input of a controller and then run in feedback control. The mixed predictor was realized in Matlab environment. An B-tuple of predictors was used for -step prediction. Both linear and non-linear predictors were compared to obtain their statistics. Means and variances of individual predictors were estimated. According to the hypothesis of independent estimators thesimple mixed predictor with minimum variance and zero bias was subject of analytical optimization. The regularization technique was applied to stabilize the predictor. The mixed predictor is easy to construct using only a finite number of elementary ari thmetic operations. There is also possible to suppose the dependent estimators and then formulate a regularized quadratic programming task to create more sophisticated non-linear prediction. There is necessary to apply the iterative techniques to obtain approximate solution in real time. The resulting mixed predictor can be used as input of a controller and then run in feedback control. The mixed predictor was realized in Matlab environment. (en)
Title	Simple Mixed Predictor in Feedback Simple Mixed Predictor in Feedback (en)
skos:prefLabel	Simple Mixed Predictor in Feedback Simple Mixed Predictor in Feedback (en)
skos:notation	RIV/60461373:22340/03:00007448!RIV/2004/MSM/223404/N
http://linked.open.../vavai/riv/strany	PC078/1-PC078/5
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM 223400007)
http://linked.open...vai/riv/dodaniDat	2004
http://linked.open...aciTvurceVysledku	Majerová, Dana Kukal, Jaromír Kmínek, Miloš
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola chemicko-technologická v Praze / Fakulta chemicko-inženýrská
http://linked.open...dnocenehoVysledku	627021
http://linked.open...ai/riv/idVysledku	RIV/60461373:22340/03:00007448
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	prediction, minimum variance, regularization, mixed predictor, Matlab (en)
http://linked.open.../riv/klicoveSlovo	Matlab prediction regularization mixed predictor minimum variance
http://linked.open...ontrolniKodProRIV	[904203FF31AB]
http://linked.open...v/mistoKonaniAkce	Štrbské Pleso
http://linked.open...i/riv/mistoVydani	Bratislava
http://linked.open...i/riv/nazevZdroje	Proc. of 14th Int. Conf. on Process Control PC '03
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...UplatneniVysledku	2003
http://linked.open...iv/tvurceVysledku	Kukal, Jaromír Kmínek, Miloš Majerová, Dana
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2003-06-08 (xsd:date)
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20223400007
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Slovenská technická univerzita v Bratislave
https://schema.org/isbn	80-227-1902-1
http://localhost/t...ganizacniJednotka	22340

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