Review Article

A Structured Review of Quantitative Models of the Pharmaceutical Supply Chain

Table 1

Quantitative models of supply chain network design.

AuthorSource of uncertaintyType of demandNumber of medicinesSupply chain components Methodology

Rotstein et al. (1999)Consumption of manufacturing resourcesDeterministic8ManufactureStochastic programming

Papageorgiou et al. (2001)Deterministic7ManufactureOptimization

Levis and Papageorgiou (2003)Deterministic7ManufactureOptimization
Heuristic

Levis and Papageorgiou (2004)Clinical trials outcomesDeterministic7ManufactureOptimization
heuristic

Gatica et al. (2003a)DemandDeterministic
stochastic
12ManufactureOptimization

Gatica et al. (2003b)DemandDeterministic and stochastic12ManufactureHeuristic

Chambers et al. (2009)Demand and technical aspectsStochastic5ManufactureStochastic dynamic optimization

Susarla and Karimi (2012)Deterministic8Manufacture
Warehouse
Waste treatment plant
Optimization

Mousazadeh et al. (2015)Demand costsStochastic1Manufacture
distribution center
Multiobjective optimization