We consider first-passage percolation with positive, stationary-ergodic weights on the square lattice $\mathbb{ Z}^d$. Let $T(x)$ be the first-passage time from the origin to a point $x$ in $\mathbb{ Z}^d$. The convergence of the scaled first-passage time $T([nx])/n$ to the time-constant as $n \to \infty$ can be viewed as a problem of homogenization for a discrete Hamilton-Jacobi-Bellman (HJB) equation. We derive an exact variational formula for the time-constant, and construct an explicit iteration that produces a minimizer of the variational formula (under a symmetry assumption). We explicitly identify when the iteration produces correctors.
Categories: math.PR