Solution method for monotone mixed variational inequalities

In this article, we propose a method, which combines the techniques of regularization and descent over a gap (merit) function, for solving a monotone mixed variational inequality. The same uniformly convex auxiliary function is used for the construction of both regularized problems and gap functions. To solve the regularized problems, we apply the method of descent over a gap function with inexact line search.