About: Solving Multi Objective Stochastic Programming Problems Using Differential Evolution

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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	Stochastic (or probabilistic) programming is an optimization technique in which the constraints and/or the objective function of an optimization problem contains random variables. The mathematical models of these problems may follow any particular probability distribution for model coefficients. The objective here is to determine the proper values for model parameters influenced by random events. In this study, Differential Evolution (DE) and its two recent variants LDE1 and LDE2 are presented for solving multi objective linear stochastic programming (MOSLP) problems, having several conflicting objectives. The numerical results obtained by DE and its variants are compared with the available results from where it is observed that the DE and its variants significantly improve the quality of solution of the given considered problem in comparison with the quoted results in the literature. Stochastic (or probabilistic) programming is an optimization technique in which the constraints and/or the objective function of an optimization problem contains random variables. The mathematical models of these problems may follow any particular probability distribution for model coefficients. The objective here is to determine the proper values for model parameters influenced by random events. In this study, Differential Evolution (DE) and its two recent variants LDE1 and LDE2 are presented for solving multi objective linear stochastic programming (MOSLP) problems, having several conflicting objectives. The numerical results obtained by DE and its variants are compared with the available results from where it is observed that the DE and its variants significantly improve the quality of solution of the given considered problem in comparison with the quoted results in the literature. (en)
Title	Solving Multi Objective Stochastic Programming Problems Using Differential Evolution Solving Multi Objective Stochastic Programming Problems Using Differential Evolution (en)
skos:prefLabel	Solving Multi Objective Stochastic Programming Problems Using Differential Evolution Solving Multi Objective Stochastic Programming Problems Using Differential Evolution (en)
skos:notation	RIV/61989100:27240/10:86075974!RIV11-MSM-27240___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Abraham Padath, Ajith
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 báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	288559
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86075974
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Evolution; Differential; Using; Problems; Programming; Stochastic; Objective; Multi; Solving (en)
http://linked.open.../riv/klicoveSlovo	Solving Stochastic Evolution Problems Using Objective Programming Multi Differential
http://linked.open...ontrolniKodProRIV	[0746D0492C3B]
http://linked.open...v/mistoKonaniAkce	Indie
http://linked.open...i/riv/mistoVydani	Berlín
http://linked.open...i/riv/nazevZdroje	SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Abraham Padath, Ajith Pant, Millie Bouvry, Pascal Thangaraj, Radha
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000286284400007
http://linked.open.../riv/zahajeniAkce	2010-12-16 (xsd:date)
issn	0302-9743
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer Heidelberg
https://schema.org/isbn	978-3-642-17562-6
http://localhost/t...ganizacniJednotka	27240
is http://linked.open...avai/riv/vysledek of	Solving Multi Objective Stochastic Programming Problems Using Differential Evolution Solving Multi Objective Stochastic Programming Problems Using Differential Evolution Solving Multi Objective Stochastic Programming Problems Using Differential Evolution

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