Integrated stochastic optimization approaches for tactical scheduling of trains and railway infrastructure maintenance.

•A bi-objective problem is studied to integrate train traffic and maintenance works.•A stochastic big-M train scheduling and routing formulation is proposed.•Scalarization methods are adopted for the computation of Pareto optimal solutions.•Computational results report on non-dominated, robust and stable solutions.