Improved portfolio selection using market expectations through penalization

The portfolio selection problem can be viewed as an optimization problem that maximizes a risk-return rela-tion. It has of course, an objective function, decision variables and input parameters: expected returns and covariance between them. These parameters' real values are not achievable for u...