The Gradient Projection Method under Mild Differentiability Conditions

Abstract

Consider the sequence obtained by applying the gradient projection method to the problem of minimizing a continuously differentiable functional over a closed convex subset of a real Hilbert space. In this paper we show that any cluster point of this sequence must be a constrained stationary point.