Lagrangian dual methods for variational inequalities
Stefan M. Stefanov · Journal of Interdisciplinary Mathematics · 2013
In this paper, we consider a variational inequality problem (VIP) defined by a maximal monotone operator and a feasible set defined by convex inequality constraints and bounds on the variables. A Lagrangian dual method for solving this problem is presented and its convergence is proved.