An approximation procedure for stochastic control problems. Theory and applications

The aim of this paper is to propose an approximation procedure to compute the value function V and the optimal policy u related to the stochastic problem (P) of controlling diffusion processes. This procedure can be easily extended to problems for which stopping time and impulse controls are also considered.