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Iterative algorithm with self-adaptive step size for approximating the common solution of variational inequality and fixed point problems.

Authors :
Ogwo, G. N.
Alakoya, T. O.
Mewomo, O. T.
Source :
Optimization. Mar2023, Vol. 72 Issue 3, p677-711. 35p.
Publication Year :
2023

Abstract

In this paper, we propose and study new inertial viscosity Tseng's extragradient algorithms with self-adaptive step size to solve the variational inequality problem (VIP) and the fixed point problem (FPP) in Hilbert spaces. Our proposed methods involve a projection onto a half-space and self-adaptive step size. We prove that the sequence generated by our proposed methods converges strongly to a common solution of the VIP and FPP of an infinite family of strict pseudo-contractive mappings in Hilbert spaces under some mild assumptions when the underlying operator is monotone and Lipschitz continuous. Furthermore, we apply our results to find a common solution of VIP and zero-point problem (ZPP) for an infinite family of maximal monotone operators. Finally, we provide some numerical experiments of the proposed methods in comparison with other existing methods in the literature. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02331934
Volume :
72
Issue :
3
Database :
Academic Search Index
Journal :
Optimization
Publication Type :
Academic Journal
Accession number :
162144672
Full Text :
https://doi.org/10.1080/02331934.2021.1981897