Optimal stochastic inventory-distribution strategy for damaged multi-echelon humanitarian logistics network

被引:5
|
作者
Kawase, Riki [1 ]
Iryo, Takamasa [2 ]
机构
[1] Tokyo Inst Technol, Dept Civil & Environm Engn, 2-12-1-M1-13 O Okayama,Meguro Ku, Tokyo, Japan
[2] Tohoku Univ, Grad Sch Informat Sci, 6-6-06 Aramaki Aza Aoba,Aoba Ku, Sendai, Japan
关键词
Humanitarian logistics; OR in disaster relief; Inventory; Multi-echelon logistics network; SUPPLY-CHAIN MANAGEMENT; EMERGENCY SUPPLIES; RELIEF;
D O I
10.1016/j.ejor.2023.01.048
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The quick distribution of relief goods is vital in alleviating human suffering in affected areas. A relief strat-egy that delivers (pushes) goods to the affected population depending on the predicted demand is crit-ical, especially during the early post-disaster period when accurate demand information is lacking. Sev-eral inventory-distribution strategies based on multi-echelon humanitarian logistics networks have been previously investigated to facilitate a quick response to demand information. However, natural disasters have raised doubts about the performance of these networks. This paper presents the disaster conditions under which conventional multi-echelon networks are conducive to push-mode strategies that deliver relief goods depending on the predicted demand. Specifically, an approximate solution to the optimal inventory-distribution strategy is analytically derived from a dynamic stochastic optimization problem using deterministic approximation and decomposition. Several numerical validations ensure the optimal-ity and practical applicability of the strategy. The approximate strategy identifies disaster conditions that do not contribute to push-mode strategies in conventional multi-echelon networks and proposes an al-ternative network structure.(c) 2023 Elsevier B.V. All rights reserved.
引用
收藏
页码:616 / 633
页数:18
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