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O.T. Mewomo, O.J. Ogunsola, T.O. Alakoya, Generalized viscosity inertial Tseng’s method with adaptive step sizes for solving pseudomonotone variational inequalities with fixed point constraints

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DOI: 10.23952/asvao.6.2024.2.05
Volume 6, Issue 2, 1 August 2024, Pages 193-215

 

Abstract. In this paper, we study the problem of finding a solution of a pseudomonotone variational inequality problem with the constraints of fixed points of a finite family of demicontractive multivalued mappings. We introduce a new generalized viscosity inertial Tseng’s extragradient method which uses self-adaptive step sizes. Unlike some existing results in this direction, we prove our strong convergence theorems without the sequentially weakly continuity condition of the pseudomonotone operator and without the knowledge of Lipschitz constants. Moreover, our strong convergence results do not follow the conventional “two cases” approach, which was often employed in proving strong convergence. Finally, we apply our result to convex minimization problems and present several numerical experiments to illustrate the performance of the proposed algorithms in comparison with other existing methods in the literature.

 
How to Cite this Article:
O.T. Mewomo, O.J. Ogunsola, T.O. Alakoya, Generalized viscosity inertial Tseng’s method with adaptive step sizes for solving pseudomonotone variational inequalities with fixed point constraints, Appl. Set-Valued Anal. Optim. 6 (2024), 193-215.