Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14365/3392
Title: Replenishment planning for stochastic inventory systems with shortage cost
Authors: Rossi R.
Armagan Tarim S.
Hnich B.
Prestwich S.
Keywords: Cost functions
Costs
Decision making
Process planning
Random processes
Uncertainty analysis
Demand assumption
Demand uncertainty
Policy parameters
Replenishment planning
Inventory control
Publisher: Springer Verlag
Abstract: One of the most important policies adopted in inventory control is the (R,S) policy (also known as the "replenishment cycle" policy). Under the non-stationary demand assumption the (R,S) policy takes the form (R n,Sn) where Rn denotes the length of the n th replenishment cycle, and Sn the corresponding order-up-to-level. Such a policy provides an effective means of damping planning instability and coping with demand uncertainty. In this paper we develop a CP approach able to compute optimal (Rn,Sn) policy parameters under stochastic demand, ordering, holding and shortage costs. The convexity of the cost-function is exploited during the search to compute bounds. We use the optimal solutions to analyze the quality of the solutions provided by an approximate MIP approach that exploits a piecewise linear approximation for the cost function. © Springer-Verlag Berlin Heidelberg 2007.
Description: 4th International Conference on Integration of Artificial Intelligence, Constraint Programming, and Operations Research Techniques for Combinatorial Optimization Problems, CPAIOR 2007 -- 23 May 2007 through 26 May 2007 -- Brussels -- 70750
URI: https://doi.org/10.1007/978-3-540-72397-4_17
https://hdl.handle.net/20.500.14365/3392
ISBN: 354072396X
9783540723967
ISSN: 0302-9743
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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