On modelling planning under uncertainty in manufacturing



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Ortuño, M. T. and Alonso-Ayuso, A. and Escudero, L.F. (2007) On modelling planning under uncertainty in manufacturing. Sort: Statistics and Operations Research Transactions, 31 (2). pp. 109-168. ISSN 1696-2281

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Official URL: http://www.idescat.cat/sort/sort312/31.2.1.alonso-etal.pdf


We present a modelling framework for two-stage and multi-stage mixed 0-1 problems under uncertainty for strategic Supply Chain Management, tactical production planning and operations assignment and scheduling. A scenario tree based scheme is used to represent the uncertainty. We present the Deterministic Equivalent Model of the stochastic mixed 0-1 programs with complete recourse that we study. The constraints are modelled by compact and splitting variable representations via scenarios.

Item Type:Article
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Incluye: Discussion of “On Modelling Planning under Uncertainty in Manufacturing”

Uncontrolled Keywords:Supply chain; BoM; Strategic planning; Scheduling; Uncertainty; Stochastic programming; Branch-and-Fix Coordination; Stochastic-programming approach; Mixed-integer recourse; Special ordered sets; Lot-sizing problems; Scheduling problems; Algorithmic framework; Network design; Optimization; Decomposition; Risk
Subjects:Sciences > Mathematics > Mathematical statistics
Sciences > Mathematics > Applied statistics
ID Code:17393
Deposited On:12 Dec 2012 09:18
Last Modified:21 Jan 2021 10:33

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