Replenishment Planning for Stochastic Inventory Systems With Shortage Cost

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Date

2007

Journal Title

Journal ISSN

Volume Title

Publisher

Springer Verlag

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Green Open Access

No

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Yes
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Average
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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

Keywords

Cost functions, Costs, Decision making, Process planning, Random processes, Uncertainty analysis, Demand assumption, Demand uncertainty, Policy parameters, Replenishment planning, Inventory control

Fields of Science

Citation

WoS Q

N/A

Scopus Q

Q3
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OpenCitations Citation Count
6

Source

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volume

4510 LNCS

Issue

Start Page

229

End Page

243
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CrossRef : 6

Scopus : 9

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Mendeley Readers : 18

SCOPUS™ Citations

9

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Web of Science™ Citations

11

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4

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