This collaborative proposal combines the expertise of domain researchers in transportation science and engineering and leading researchers in mathematical optimization from the two institutions: University of California at Davis and University of Southern California. Their joint effort strengthens the collaboration between these two institutions with the common goal of addressing an important change of events in today's mobility systems that has significant impacts to the well-being of urban transportation.