Multi-period integrated planning for vaccination station location and medical professional assignment under uncertainty

被引:15
作者
Lai, Xiaofan [1 ]
Lu, Xiaolong [1 ]
Yu, Xinyao [2 ]
Zhu, Ning [2 ]
机构
[1] Shenzhen Univ, Coll Management, Inst Big Data Intelligent Management & Decis, Shenzhen 518060, Peoples R China
[2] Tianjin Univ, Coll Management & Econ, Inst Syst Engn, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金;
关键词
Vaccination Station Location; Integrated Planning; Stochastic Programming; Uncertainty; Multiple periods; Benders Decomposition; HEALTH-CARE NETWORK; DESIGN; MODEL; ALLOCATION; LOGISTICS;
D O I
10.1016/j.cie.2021.107673
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study proposes a new vaccination station location model while simultaneously considering the multipleperiod planning of medical professionals and their working plan, as well as vaccine procurement and inventory decisions in a given planning horizon. Since the demands for multiple types of vaccines over multiple periods are uncertain, we formulate this problem as a two-stage stochastic mixed integer linear program, which has been shown to be very complex due to the existence of integer variables in the two stages. To solve the problem effectively, a Benders decomposition-based heuristic algorithm is developed. Finally, we conduct a series of numerical experiments and sensitivity analysis to demonstrate the effectiveness and efficiency of the model and the newly developed heuristics.
引用
收藏
页数:13
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