Abstract:
This paper presents an inertial Tseng extragradient method for approximating a
solution of the variational inequality problem. The proposed method uses a single
projection onto a half space which can be easily evaluated. The method considered
in this paper does not require the knowledge of the Lipschitz constant as it uses variable stepsizes from step to step which are updated over each iteration by a simple
calculation. We prove a strong convergence theorem of the sequence generated by
this method to a solution of the variational inequality problem in the framework of a
2-uniformly convex Banach space which is also uniformly smooth. Furthermore, we
report some numerical experiments to illustrate the performance of this method. Our
result extends and unifies corresponding results in this direction in the literature