In this talk, I will use the shortest path problem as an example to
illustrate how one can connect optimization, stochastic differential
equations and partial differential equations together to solve some
challenging real world problems. On the other end, I will show what
new and challenging mathematical problems can be raised from those applications. The talk is based on a joint work with Shui-Nee Chow
and Jun Lu.