Suppose that the projected negative gradient d is calculated satisfying -g = d + AT q ? and that...

Suppose that the projected negative
gradient d is calculated satisfying −g = d + AT q λ and that some
component λi of λ, corresponding to an inequality, is negative. Show
that if the ith inequality is dropped, the projection di of the negative
gradient onto the remaining constraints is a feasible direction of descent.