ABSTRACT
Practical portfolio optimization requires constraints. These may be lower bound constraints to control short selling and upper bound constraints to ensure that reoptimized portfolios do not move too far from the original portfolio. Practitioners may use linear inequality constraints to model various aspects of the theory they are implementing. In any case, linear inequality constraints are essential to realistic portfolio optimization.
