Analysis of models for the Stochastic Outpatient Procedure Scheduling Problem.

•We propose a new model for the Stochastic Outpatient Procedure Scheduling Problem.•We compare our model to existing models both theoretically and empirically.•We show that significant improvements in performance can be gained with our model.•We show the importance of good models in solving mixed-integer programming problems.