Optimal inventory policies with non-stationary supply disruptions and advance supply information

被引:26
作者
Atasoy, Bilge [1 ]
Gullu, Refik [1 ]
Tan, Tarkan [2 ,3 ]
机构
[1] Bogazici Univ, Dept Ind Engn, TR-34342 Istanbul, Turkey
[2] Eindhoven Univ Technol, Sch Ind Engn, NL-5600 MB Eindhoven, Netherlands
[3] Eindhoven Univ Technol, Operat Planning Accounting & Control Grp, NL-5600 MB Eindhoven, Netherlands
关键词
Supply uncertainty; Advance supply information; Inventory; Optimal policy; UNCERTAIN DEMAND; RANDOM YIELD; RANDOM ENVIRONMENT; PRODUCTION MODELS; CAPACITY; SYSTEM;
D O I
10.1016/j.dss.2012.01.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We consider the production/inventory problem of a manufacturer (or a retailer) under non-stationary and stochastic supply availability. Although supply availability is uncertain, the supplier would be able to predict her near future shortages - and hence supply disruption to (some of) her customers - based on factors such as her pipeline stock information, production schedule, seasonality, contractual obligations, and non-contractual preferences regarding other manufacturers. We consider the case where the information on the availability of supply for the near future, which we refer to as advance supply information (ASI), is provided by the supplier. The customer demand is deterministic but non-stationary over time, and the system costs consist of fixed ordering, holding and backorder costs. We consider an all-or-nothing type of supply availability structure and we show the optimplity of a state-dependent (s,S) policy. For the case with no fixed ordering cost we prove various properties of the optimal order-up-to levels and provide a simple characterization of optimal order-up-to levels. For the model with fixed ordering cost, we propose a heuristic algorithm for finding a good ordering strategy. Finally, we numerically elaborate on the value of ASI and provide managerial insights. (C) 2012 Elsevier B.V. All rights reserved.
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页码:269 / 281
页数:13
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