|
| 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 |
|
