Before revision:  With this result, the feasibility, well-posedness, attainability and uniqueness issues for the portfolio choice problem under RDUT are solved  .
After revision:  With this result, the feasibility, well-posedness, attainability and uniqueness issues for the portfolio choice problem under RDUT are solved . It is also shown that solving functional optimization problems may reduce to solving probabilistic optimization problems .