Before revision:  The challenge in this context is the well posedness of the optimization problem . We find examples in which this problem is well posed. Numerical experiments provide the efficient frontier .
After revision:  The challenge in this context is due to portfolio's nonlinearities. The delta-gamma approximation is employed to overcome it. Thus, the optimization problem is reduced to a well posed quadratic program .