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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	To improve the efficiency of parametric studies or tests planning the method is proposed, that takes into account all input parameters, but only a few simulation runs are performed to assess the relative importance of each input parameter. For K input parameters with N input values the total number of possible combinations of input values equals NK. To limit the number of runs, only some (totally N) of possible combinations are taken into account. The sampling procedure Updated Latin Hypercube Sampling is used to choose the optimal combinations. To measure the relative importance of each input parameter, the Spearman rank correlation coefficient is proposed. The sensitivity and the influence of all parameters are analyzed within one procedure and the key parameters with the largest influence are immediately identified. To improve the efficiency of parametric studies or tests planning the method is proposed, that takes into account all input parameters, but only a few simulation runs are performed to assess the relative importance of each input parameter. For K input parameters with N input values the total number of possible combinations of input values equals NK. To limit the number of runs, only some (totally N) of possible combinations are taken into account. The sampling procedure Updated Latin Hypercube Sampling is used to choose the optimal combinations. To measure the relative importance of each input parameter, the Spearman rank correlation coefficient is proposed. The sensitivity and the influence of all parameters are analyzed within one procedure and the key parameters with the largest influence are immediately identified. (en)
Title	Optimization of Parametric Studies Using Strategies of Sampling Techniques Optimization of Parametric Studies Using Strategies of Sampling Techniques (en)
skos:prefLabel	Optimization of Parametric Studies Using Strategies of Sampling Techniques Optimization of Parametric Studies Using Strategies of Sampling Techniques (en)
skos:notation	RIV/00216305:26110/12:PU102242!RIV13-MPO-26110___
http://linked.open...avai/predkladatel	Fakulta stavební
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(FR-TI3/727), P(TA01020326)
http://linked.open...iv/cisloPeriodika	70
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Ševelová, Lenka Florian, Aleš
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 stavební
http://linked.open...dnocenehoVysledku	156970
http://linked.open...ai/riv/idVysledku	RIV/00216305:26110/12:PU102242
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	concrete, pavement, simulation, reliability, Latin Hypercube Sampling, parametric studies (en)
http://linked.open.../riv/klicoveSlovo	pavement Latin Hypercube Sampling concrete reliability simulation parametric studies
http://linked.open...odStatuVydavatele	ID - Indonéská republika
http://linked.open...ontrolniKodProRIV	[6E437E58918D]
http://linked.open...i/riv/nazevZdroje	An international Journal of Science, Engineering and Technology World Academy of Science Engineering and Technology
http://linked.open...in/vavai/riv/obor	JM
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Optimization of design and realization of low capacity roads pavements. *Advanced Cellular Concrete Technology based on Industrial Wastes for Energy-Saving Construction
http://linked.open...UplatneniVysledku	2012
http://linked.open...v/svazekPeriodika	2012
http://linked.open...iv/tvurceVysledku	Ševelová, Lenka Florian, Aleš
issn	2010-376X
number of pages	4 (xsd:int)
http://localhost/t...ganizacniJednotka	26110
is http://linked.open...avai/riv/vysledek of	Optimization of Parametric Studies Using Strategies of Sampling Techniques

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