A global optimization approach for solving non-monotone variational inequality problems

The aim of this article is to reformulate the non-monotone variational inequality problem as a global optimization problem and present a branch and bound method for solving it. Under a mild condition, it is shown that the equivalent optimization problem enjoys a Lipschitz property. The proposed approach is illustrated with computational experiments.