This work develops an iterative scheme augumented with the acceleration step for finite-dimensional variational inequality problems over a closed convex subset. This work discusses convergence of the iterative scheme proposed here and also investigates the upperbound of acceleration (relaxation) parameters, which plays an important role in this iterative scheme. Lastly, the iterative scheme suggested in this work is illustrated via a traffic assignment problem.