A probabilistic MILP model for the CIRP is presented.
Model accounts for forward and reverse flows, explicit fuel consumption and demand uncertainty.
Model can aid sustainable logistics decision-making process in VMI systems.
Results suggest that the model can achieve significant savings in total cost.
A case study on the distribution operations of a company shows model applicability.