Some sensitivity results in stochastic optimal control problems: A Lagrangian multiplier point of view

Abstract

In this work we establish a one to one correspondence between the adjoint states appearing in the stochastic Pontryagin principle and the Lagrange multipliers associated to the abstract optimization problem. Using this identification we provide some sensitivity results for the optimal cost in terms of infinite dimensional perturbation parameters.