“…When it occurs, it can occur at different times. This stochastic nature of capacity has received a great amount of interest and attention among researchers in two areas: 1) its impacts on a freeway's capacity assumptions (Geistefeldt, 2008;Elefteriadou et al, 2003), and 2) finding the probability of breakdown occurrence based on upstream traffic conditions such as traffic flow, occupancy or combinations of the variables (Elefteriadou et al, 1995, Kondyli, 2011 It is interesting to compare the real-world stochasticity mentioned above with the stochasticity of simulation models, described next. Stochastic simulation models produce different results for simulation runs with the same inputs, but different seed numbers.…”