An Inertial Iterative Algorithm for Approximating Common Solutions to Split Equalities of Some Nonlinear Optimization Problems

In this paper, we introduce a new inertial Tseng’s extragradient method with self-adaptive step sizes for approximating a common solution of split equalities of equilibrium problem (EP), non-Lipschitz pseudomonotone variational inequality problem (VIP) and fixed point problem (FPP) of nonexpansive s...

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Vydáno v:Acta mathematica vietnamica Ročník 48; číslo 4; s. 621 - 650
Hlavní autoři: Mewomo, O. T., Ogwo, G. N., Alakoya, T. O.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Singapore Springer Nature Singapore 01.12.2023
Témata:
Mathematics
Mathematics and Statistics
Self-adaptive step size
47H10
Equilibrium problem
Nonexpansive semigroup
49J20
49J40
Split equality problems
47H09
Inertial technique
Variational inequalities
ISSN:0251-4184, 2315-4144
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Popis
Shrnutí:In this paper, we introduce a new inertial Tseng’s extragradient method with self-adaptive step sizes for approximating a common solution of split equalities of equilibrium problem (EP), non-Lipschitz pseudomonotone variational inequality problem (VIP) and fixed point problem (FPP) of nonexpansive semigroups in real Hilbert spaces. We prove that the sequence generated by our proposed method converges strongly to a common solution of the EP, pseudomonotone VIP and FPP of nonexpansive semigroups without any linesearch procedure nor the sequential weak continuity condition often assumed by authors when solving non-Lipschitz VIPs. Finally, we provide some numerical experiments for the proposed method in comparison with related methods in the literature. Our result improves, extends and generalizes several of the existing results in this direction.
ISSN:0251-4184
2315-4144
DOI:10.1007/s40306-023-00521-5