About: Decomposition Approach Applied to Stochastic Optimization of Continuous Steel Casting

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The purpose of the paper is to present an original stochastic programming approach based on the implementation of the decomposition algorithm for continuous casting problem. The uncertain parameters are modeled by random elements with discerete probability distributions. Therefore, the suitable model is a scenario-based stochastic program with two stages. Among the docomposition algorithms, we have chosen the progressive hedging algorithm (PHA) that is suitable for the case when nonlinear programs are related to scenarios. The example base on the real-world data is computed and results are discussed. The purpose of the paper is to present an original stochastic programming approach based on the implementation of the decomposition algorithm for continuous casting problem. The uncertain parameters are modeled by random elements with discerete probability distributions. Therefore, the suitable model is a scenario-based stochastic program with two stages. Among the docomposition algorithms, we have chosen the progressive hedging algorithm (PHA) that is suitable for the case when nonlinear programs are related to scenarios. The example base on the real-world data is computed and results are discussed. (en)
Title	Decomposition Approach Applied to Stochastic Optimization of Continuous Steel Casting Decomposition Approach Applied to Stochastic Optimization of Continuous Steel Casting (en)
skos:prefLabel	Decomposition Approach Applied to Stochastic Optimization of Continuous Steel Casting Decomposition Approach Applied to Stochastic Optimization of Continuous Steel Casting (en)
skos:notation	RIV/00216305:26210/11:PU92754!RIV12-MSM-26210___
http://linked.open...avai/predkladatel	Fakulta strojního inženýrství
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(1M06047), P(GA106/08/0606), P(GA106/09/0940), P(GAP107/11/1566), S, Z(MSM0021630519)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Popela, Pavel Klimeš, Lubomír Štětina, Josef
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	193059
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/11:PU92754
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	continuous casting, scenario-based stochastic program, progressive hedging algorithm, GAMS (en)
http://linked.open.../riv/klicoveSlovo	GAMS continuous casting progressive hedging algorithm scenario-based stochastic program
http://linked.open...ontrolniKodProRIV	[3242B5B855CA]
http://linked.open...v/mistoKonaniAkce	Brno University of Technology
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	MENDEL 2011 17th International Conference on Soft Computing (sborník přednášek)
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Research Center for Quality and Reliability of Production Modelling of heat and mass transfer in large systems of massive metal materials during solidification Numerical & stochastic model of the concast steel blanks of rectangular profile Analysis of influence of metallurgical-material and technological parameters of concast steel blanks on their quality and process stability
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Klimeš, Lubomír Popela, Pavel Štětina, Josef
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000302647900050
http://linked.open.../riv/zahajeniAkce	2011-06-15 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Progressive reliable and durable civil engineering structures
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně
https://schema.org/isbn	978-80-214-4302-0
http://localhost/t...ganizacniJednotka	26210
is http://linked.open...avai/riv/vysledek of	Decomposition Approach Applied to Stochastic Optimization of Continuous Steel Casting Decomposition Approach Applied to Stochastic Optimization of Continuous Steel Casting

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