  We study a robust maximization problem from terminal wealth and consumption
under a convex constraints on the portfolio. We state the existence and the
uniqueness of the consumption-investment strategy by studying the associated
quadratic backward stochastic differential equation (BSDE in short). We
characterize the optimal control by using the duality method and deriving a
dynamic maximum principle.
