Crash Frequency Minimization with Severity Mitigation in Road Geometric Design Using Chance Constraint Programming Optimization

Figure 3

Expected annual crash frequency with different reliability and speed control levels: (a) 1–3 pm and (b) 3:30–5:30 pm.

(a)

(b)