|
Author | Source of uncertainty | Type of demand | Number of medicines | Constraints | Objective | Methodology | Supply chain components |
|
Kim (2005) | | Deterministic | | | Total costs | Optimization | Pharmaceutics Wholesalers Hospitals |
|
Baboli et al. (2011) | | Deterministic | 7 | Vehicle capacity Warehouse capacity | Total costs | Optimization | Warehouse Retailer |
|
Azzi et al. (2013) | | Deterministic | 3 | Warehouse capacity | Total costs | Optimization Simulation | Warehouse Hospitals |
|
Hassan et al. (2006) | | Deterministic | 8 | Warehouse capacity | Total costs | Multicriteria decision-making | Warehouse Hospitals |
|
Uthayakumar and Priyan (2013) | Lead times Demand | Stochastic | 3 | Lead times Payment delays Perishability Production rate | Total costs | Lagrangian relaxation | Warehouse Pharmacy |
|
Priyan and Uthayakumar (2014) | Total cost Lead times Demand | Stochastic | 3 | Lead times Payment delays Perishability Production rate | Total costs | Optimization | Warehouse Pharmacy |
|
Zhao et al. (2012) | Prices Demand | Stochastic | 1 | Production rate Budget | Profit | Heuristic | Manufacturer Distributor |
|
Nicholson et al. (2004) | Demand | Stochastic | 1 | Backorder Service level Warehouse capacity | Total costs | Heuristic | Manufacturer Warehouse Pharmacy |
|
Sinha and Matta (1991) | Demand | Stochastic | 1 | | Total costs | Optimization | Warehouse Pharmacy |
|
Rogers and Tsubakitani (1991) | Demand | Stochastic | 1 | Budget | Total costs | Lagrangian relaxation | Warehouse Pharmacy |
|
Balcázar-Camacho et al. (2016) | | Deterministic | 3 | Production rate Warehouse capacity | Total costs | Optimization | Manufacturer Warehouse Pharmacy |
|
Stecca et al. (2016) | | Deterministic | 4 | Production rate Warehouse capacity | Total costs | Optimization | Manufacturer Warehouse Pharmacy |
|
Dutta et al. (2007) | | Deterministic | 7 | Production rate Warehouse capacity | Total costs | Optimization | Manufacturer Warehouse |
|
Jetly et al. (2012) | Demand | Stochastic | 3 | Life cycle | Total costs | Simulation | Manufacturer Supplier Distributor |
|
Eberle et al. (2014) | Demand | Stochastic | 2 | Lead times | Total costs | Simulation | Manufacturer Warehouse |
|
Masoumi et al. (2012) | Prices Demand | Stochastic | 1 | Perishability | Product flows | Inequality theory | Pharmaceutics |
|
Hansen and Grunow (2015) | Demand Authorization | Stochastic | 1 | Production rate | Total costs | Stochastic optimization | Manufacturer |
|
Rego et al. (2014) | | Deterministic | 2 | Warehouse capacity | Total costs | Metaheuristic | Supplier Pharmacies |
|
Grunow et al. (2003) | | Deterministic | 5 | Lead times Production rate | Total costs | Optimization Heuristic | Manufacturer |
|
Amaro and Barbosa-Póvoa (2008) | | Deterministic | | Warehouse capacity Vehicle capacity | Total costs | Optimization | Supplier Pharmacies |
|
Weraikat et al. (2016) [63] | | Deterministic | | Warehouse capacity Vehicle capacity | Total costs | Optimization Lagrangian relaxation | Supplier Pharmacies |
|
Shih and Lin (2003) | | Deterministic | | Warehouse capacity Vehicle capacity | Total costs | Multi-criteria optimization | Supplier Pharmacies |
|
Weraikat et al. (2016) [65] | | Deterministic | | Warehouse capacity Vehicle capacity | Total costs | Optimization | Supplier Pharmacies |
|
Xie and Breen (2012) | | Deterministic | | Warehouse capacity Vehicle capacity | Waste | Optimization | Supplier Pharmacies |
|