Regularized auxiliary problem principle for variational inequalities

This paper is devoted to the unification of the auxiliary problem principle and the principle of iterative regularization for the approximate solution of variational inequalities. This unification permits the extension of the principle of iterative regularization to real reflexive Banach spaces. On the basis of this unification, an algorithm is proposed and the strong convergence of the proposed algorithm is depicted.