A new double inertial subgradient extragradient method for solving a non-monotone variational inequality problem in Hilbert space

Abstract

In this paper, we introduced a new double inertial subgradient extragradient method for solving a variational inequality problem in Hilbert space. In our method, the mapping needed not to satisfy any assumption of monotonicity and two different self-adaptive step sizes were used for avoiding the need of Lipschitz constant of the mapping. The strong convergence of the proposed method was proved under some new conditions. Finally, some numerical examples were presented to illustrate the convergence of our method and compare with some related methods in the literature.

Keywords

• variational inequality
• subgradient extragradient method
• strong convergence
• inertial method