About: Using AI Methods to Find a Non-Linear Regression Model with a Coupling Condition

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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	In the real-life engineering practice, non-linear regression models have to be designed rather often. To ensure their technical or physical feasibility, such models may, in addition, require another coupling condition. This paper describes two procedures for designing a specific non-linear model using AI methods. A Radial Basis Functions (RBF) based optimization is presented of the model using Genetic Algorithms (GA). In the real-life engineering practice, non-linear regression models have to be designed rather often. To ensure their technical or physical feasibility, such models may, in addition, require another coupling condition. This paper describes two procedures for designing a specific non-linear model using AI methods. A Radial Basis Functions (RBF) based optimization is presented of the model using Genetic Algorithms (GA). (en)
Title	Using AI Methods to Find a Non-Linear Regression Model with a Coupling Condition Using AI Methods to Find a Non-Linear Regression Model with a Coupling Condition (en)
skos:prefLabel	Using AI Methods to Find a Non-Linear Regression Model with a Coupling Condition Using AI Methods to Find a Non-Linear Regression Model with a Coupling Condition (en)
skos:notation	RIV/00216305:26210/11:PU91529!RIV12-MSM-26210___
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(GA102/09/1680), S, Z(MSM0021630529)
http://linked.open...iv/cisloPeriodika	5/6
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Matoušek, Radomil
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
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	237313
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/11:PU91529
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Regression, RBF, Neural netvork, Genetic algorithm (en)
http://linked.open.../riv/klicoveSlovo	Neural netvork RBF Regression Genetic algorithm
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[D4C09DC2DB74]
http://linked.open...i/riv/nazevZdroje	Engineering Mechanics
http://linked.open...in/vavai/riv/obor	BD
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Control Algorithm Design by Means of Evolutionary Approach
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	17
http://linked.open...iv/tvurceVysledku	Matoušek, Radomil
http://linked.open...n/vavai/riv/zamer	Inteligentní systémy v automatizaci
issn	1802-1484
number of pages	13 (xsd:int)
http://localhost/t...ganizacniJednotka	26210

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