Two-period vs. multi-period model for supply chain disruption management

被引:50
|
作者
Sawik, Tadeusz [1 ]
机构
[1] AGH Univ Sci & Technol, Dept Operat Res, Al Mickiewicza 30, PL-30059 Krakow, Poland
关键词
supply chain risk management; disruption management; disruption and recovery; portfolio approach; stochastic programming; mixed integer linear programming; SELECTION; RISK; EARTHQUAKE;
D O I
10.1080/00207543.2018.1504246
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A novel two-period modelling approach is developed for supply chain disruption mitigation and recovery and compared with a multi-period approach. For the two-period model, planning horizon is divided into two aggregate periods: before disruption and after disruption. The corresponding mitigation and recovery decisions are: (1) primary supply and demand portfolios and production before a disruption, and (2) recovery supply, transshipment and demand portfolios and production after the disruption. In the multi-period model, a multi-period planning horizon is applied to account for a detailed timing of supplies and production. The primary and recovery portfolios are determined simultaneously and for both approaches the integrated decision-making, stochastic mixed integer programming models are developed. While the simplified two-period setting may overestimate (for best-case capacity constraints) or underestimate (for worst-case capacity constraints) the available production capacity, it can be easily applied in practice for a fast, rough-cut evaluation of disruption mitigation and recovery policy. The findings indicate that for both two- and multi-period setting, the developed multi-portfolio approach leads to computationally efficient mixed integer programming models with an embedded network flow structure resulting in a very strong linear programming relaxation.
引用
收藏
页码:4502 / 4518
页数:17
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