Before revision:  The optimal processes can then be represented via the solutions of Hamilton-Jacobi-Bellman equations arising from the dual formulation.
After revision:  The solution, a calibrated diffusion process, can be represented via the solutions of Hamilton-Jacobi-Bellman equations arising from the dual formulation.