About: Fuzzy model optimization by a genetic algorithm

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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	Článek se zabývá diagnostikou izolačního materiálu elektrických strojů. (cs) The lifetime of the insulating system of electric rotary machines is strongly dependet upon electrical and thermal features of the insulating material used. The subject of the diagnostic is to specify the condition of insulation used. At present days, the most popular diagnostic tools are the methods of artifical inteligence, and one mothod is the fuzzy modeling. However, this tool has many variable parameters, and the resulting efect is dependent upon on the suitable setting. This paper is concentratedd on the use of genetic algorithms for the optimization of variable parameters in the fuzzy model that is used as a diagnostic tool for winding insulation of electric rotary machines. In this case, the optimization of fuzzy model means the minimize the mean absolute error for the diagnostics of winding insulation. The first section of the paper describes the architecture and the setting of the generic algorithm, the fuzzy model optimization and the input output data. The second section presents the opti The lifetime of the insulating system of electric rotary machines is strongly dependet upon electrical and thermal features of the insulating material used. The subject of the diagnostic is to specify the condition of insulation used. At present days, the most popular diagnostic tools are the methods of artifical inteligence, and one mothod is the fuzzy modeling. However, this tool has many variable parameters, and the resulting efect is dependent upon on the suitable setting. This paper is concentratedd on the use of genetic algorithms for the optimization of variable parameters in the fuzzy model that is used as a diagnostic tool for winding insulation of electric rotary machines. In this case, the optimization of fuzzy model means the minimize the mean absolute error for the diagnostics of winding insulation. The first section of the paper describes the architecture and the setting of the generic algorithm, the fuzzy model optimization and the input output data. The second section presents the opti (en)
Title	Fuzzy model optimalizovaný genetickým algoritmem. (cs) Fuzzy model optimization by a genetic algorithm Fuzzy model optimization by a genetic algorithm (en)
skos:prefLabel	Fuzzy model optimalizovaný genetickým algoritmem. (cs) Fuzzy model optimization by a genetic algorithm Fuzzy model optimization by a genetic algorithm (en)
skos:notation	RIV/00216305:26210/03:PU42078!RIV06-GA0-26210___
http://linked.open.../vavai/riv/strany	377-380
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA102/03/0621)
http://linked.open...vai/riv/dodaniDat	2006
http://linked.open...aciTvurceVysledku	Hammer, 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	Vysoké učení technické v Brně / Fakulta strojního inženýrství
http://linked.open...dnocenehoVysledku	607895
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/03:PU42078
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Genetic Algorithm, Fuzzy model, Artifical intelligence, Identification, Simulation, Optimisation (en)
http://linked.open.../riv/klicoveSlovo	Genetic Algorithm Optimisation Identification Simulation Fuzzy model Artifical intelligence
http://linked.open...ontrolniKodProRIV	[34C90EDA0063]
http://linked.open...v/mistoKonaniAkce	Bled, Celje, Slovenia
http://linked.open...i/riv/mistoVydani	Slovenia
http://linked.open...i/riv/nazevZdroje	ICIT 2003 4th Internationl conference on Industrial Tools
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Irreversible processes in insulating materials for high temperature
http://linked.open...UplatneniVysledku	2003
http://linked.open...iv/tvurceVysledku	Hammer, Miloš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2003-04-08 (xsd:date)
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	TECOS
https://schema.org/isbn	961-90401-7-1
http://localhost/t...ganizacniJednotka	26210

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