Modified inertial extragradient methods for finding minimum-norm solution of the variational inequality problem with applications to optimal control problem
Bing Tan, Pongsakorn Sunthrayuth, Prasit Cholamjiak, Yeol Je Cho · International Journal of Computer Mathematics · 2022
In order to discover the minimum-norm solution of the pseudomonotone variational inequality problem in a real Hilbert space, we provide two variants of the inertial extragradient approach with a novel generalized adaptive step size. Two of the suggested algorithms make use of the projection and contraction methods. We demonstrate several strong convergence findings without requiring the prior knowledge of the Lipschitz constant of the mapping. Finally, we give a number of numerical examples that highlight the benefits and effectiveness of the suggested algorithms and how they may be used to solve the optimal control problem.