# Projected gradient method

### From Glossary

A feasible direction is obtained for the region by projecting the gradient of the objective function to the null space of where (note for all so is the null space of ). Thus, is feasible for all feasible and all (since ). Further, if for so the objective value improves each iteration until its projected gradient is null. At that point where satisfies first-order conditions.