The purpose of this paper is to study variational inequality problem over the
solution set of multiple-set split monotone variational inclusion problem.
We propose an iterative algorithm with inertial method for finding an
approximate solution of this problem in real Hilbert spaces. Strong
convergence of the sequence of iterates generated from the proposed method
is obtained under some mild assumptions. The iterative scheme does not
require prior knowledge of operator norm. Also we present some applications
of our main result to solve the bilevel programming problem, the bilevel
monotone variational inequalities, the split minimization problem, the
multiple-set split feasibility problem and the multiple set split
variational inequality problem.