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2003-07-07Buch DOI: 10.18452/8297
A stochastic programming approach for supply chain network design under uncertainty
dc.contributor.authorSantoso, Tjendera
dc.contributor.authorAhmed, Shabbir
dc.contributor.authorGoetschalckx, Marc
dc.contributor.authorShapiro, Alexander
dc.contributor.editorHigle, Julie L.
dc.contributor.editorRömisch, Werner
dc.contributor.editorSen, Surrajeet
dc.date.accessioned2017-06-16T19:53:26Z
dc.date.available2017-06-16T19:53:26Z
dc.date.created2006-03-01
dc.date.issued2003-07-07
dc.date.submitted2003-06-18
dc.identifier.urihttp://edoc.hu-berlin.de/18452/8949
dc.description.abstractThis paper proposes a stochastic programming model and solution algorithm for solving sup-ply chain network design problems of a realistic scale. Existing approaches for these problems are either restricted to deterministic environments or can only address a modest number of scenarios for the uncertain problem parameters. Our solution methodology integrates a recently proposed sampling strategy, the Sample Average Approximation scheme, with an accelerated Benders de-composition algorithm to quickly compute high quality solutions to large-scale stochastic supply chain design problems with a huge (potentially infinite) number of scenarios. A computational study involving two real supply chain networks are presented to highlight the significance of the stochastic model as well as the efficiency of the proposed solution strategy.eng
dc.language.isoeng
dc.publisherHumboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, Institut für Mathematik
dc.subjectStochastic programmingeng
dc.subjectFacilities planning and designeng
dc.subjectSupply chain network designeng
dc.subjectDecomposition methodseng
dc.subjectSamplingeng
dc.subject.ddc510 Mathematik
dc.titleA stochastic programming approach for supply chain network design under uncertainty
dc.typebook
dc.identifier.urnurn:nbn:de:kobv:11-10059117
dc.identifier.doihttp://dx.doi.org/10.18452/8297
local.edoc.container-titleStochastic Programming E-Print Series
local.edoc.pages26
local.edoc.type-nameBuch
local.edoc.container-typeseries
local.edoc.container-type-nameSchriftenreihe
local.edoc.container-volume2003
local.edoc.container-issue15
local.edoc.container-erstkatid2936317-2

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