Modeling origin-destination uncertainty using network sensor and survey data and new approaches to robust control

•Characterization of OD demand variability.•Modeling the uncertainty space as a set of feasible and admissible OD matrices.•Exhibiting the highly disconnected nature of OD space.•Development of feasible Monte Carlo procedures for the generation of OD matrices.•Calculation of robust network controls for a variety of strategies.