Pooling and Dependence of Demand and Yield in Multiple-Location Inventory Systems
Manufacturing & Service Operations Management
- 주제재고 최적화 · 생산·최적화
The benefits of inventory risk pooling are well known and documented. It has been proven in the literature that the expected costs of a centralized system are increasing in the degree of (positive) dependence of demand in an idealized newsvendor setting. Using the supermodular stochastic order to characterize dependence, we study a general two-tiered supply chain structure, in which both demand and supply yields are random, and prove that the expected costs are increasing in the degrees of positive dependence between demand and supply yield loss factors. Furthermore, using a distributionally robust optimization framework, we prove an analogous result for the case where demand and yield distributions are not precisely known.
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- 저널Manufacturing & Service Operations Management · 16(2) · 263–269
- 토픽Supply Chain and Inventory Management · Management Information Systems
- DOI10.1287/msom.2013.0469
- 저자Ho‐Yin Mak, Zuo‐Jun Max Shen