The design of the vaccine supply network under uncertain condition A robust mathematical programming approach

被引:23
作者
Sadjadi, Seyed Jafar [1 ]
Ziaei, Zahra [1 ]
Pishvaee, Mir Saman [1 ]
机构
[1] Iran Univ Sci & Technol, Dept Ind Engn, Narmak, Iran
关键词
Optimization; Healthcare; Supply chain management; Healthcare management; Network design; Robust counterpart; Priority demands; Vaccine supply chain; Perishability; MULTIPERIOD LOCATION-ALLOCATION; FACILITY LOCATION; CHAIN; OPTIMIZATION;
D O I
10.1108/JM2-07-2018-0093
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose This study aims to design a proper supply chain network for the vaccine industry in Iran, which considers several features such as uncertainties in demands and cost, perishability of vaccines, wastages in storage, limited capacity and different priorities for demands. Design/methodology/approach This study presents a mixed-integer linear programming (MILP) model and using a robust counterpart approach for coping with uncertainties of model. Findings The presented robust model in comparison with the deterministic model has a better performance and is more reliable for network design of vaccine supply chain. Originality/value This study considers uncertainty in the network design of vaccine supply chain for the first time in the vaccine context It presents an MILP model where strategic decisions for each echelon and tactical decisions among different echelons of supply chain are determined. Further, it models the difference between high- and low-priority demands for vaccine.
引用
收藏
页码:841 / 871
页数:31
相关论文
共 35 条
  • [1] The recoverable robust facility location problem
    Alvarez-Miranda, Eduardo
    Fernandez, Elena
    Ljubic, Ivana
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2015, 79 : 93 - 120
  • [2] Modelling different types of uncertainty in biofuel supply network design and planning: A robust optimization approach
    Bairamzadeh, Samira
    Saidi-Mehrabad, Mohammad
    Pishvaee, Mir Saman
    [J]. RENEWABLE ENERGY, 2018, 116 : 500 - 517
  • [3] Facility Location: A Robust Optimization Approach
    Baron, Opher
    Milner, Joseph
    Naseraldin, Hussein
    [J]. PRODUCTION AND OPERATIONS MANAGEMENT, 2011, 20 (05) : 772 - 785
  • [4] Robust convex optimization
    Ben-Tal, A
    Nemirovski, A
    [J]. MATHEMATICS OF OPERATIONS RESEARCH, 1998, 23 (04) : 769 - 805
  • [5] Robust solutions of Linear Programming problems contaminated with uncertain data
    Ben-Tal, A
    Nemirovski, A
    [J]. MATHEMATICAL PROGRAMMING, 2000, 88 (03) : 411 - 424
  • [6] Selected topics in robust convex optimization
    Ben-Tal, Aharon
    Nemirovski, Arkadi
    [J]. MATHEMATICAL PROGRAMMING, 2008, 112 (01) : 125 - 158
  • [7] Robust solutions to uncertain semidefinite programs
    El Ghaoui, L
    Oustry, F
    Lebret, H
    [J]. SIAM JOURNAL ON OPTIMIZATION, 1998, 9 (01) : 33 - 52
  • [8] Robust location transportation problems under uncertain demands
    Gabrel, V.
    Lacroix, M.
    Murat, C.
    Remli, N.
    [J]. DISCRETE APPLIED MATHEMATICS, 2014, 164 : 100 - 111
  • [9] Gabrel V., 2013, EUR J OPER RES, V235, P471, DOI DOI 10.1016/J.EJ0R.2013.09.036
  • [10] Robust strategies for facility location under uncertainty
    Guelpinar, Nalan
    Pachamanova, Dessislava
    Canakoglu, Ethem
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 225 (01) : 21 - 35