Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium Problem

In this work, we consider bilevel problems: variational inequality problems over the set of solutions of the generalized mixed equilibrium problems. Two new inertial extragradient methods are proposed for solving these problems. Under appropriate conditions, we prove strong convergence theorems for...

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Main Authors: Yanlai Song, Omar Bazighifan
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/16/2981
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author Yanlai Song
Omar Bazighifan
author_facet Yanlai Song
Omar Bazighifan
author_sort Yanlai Song
collection DOAJ
description In this work, we consider bilevel problems: variational inequality problems over the set of solutions of the generalized mixed equilibrium problems. Two new inertial extragradient methods are proposed for solving these problems. Under appropriate conditions, we prove strong convergence theorems for the proposed methods by the regularization technique. Finally, some numerical examples are provided to show the efficiency of the proposed algorithms.
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spelling doaj.art-b82070397a804d02881f0f5c0e3be45b2023-12-01T23:58:00ZengMDPI AGMathematics2227-73902022-08-011016298110.3390/math10162981Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium ProblemYanlai Song0Omar Bazighifan1College of Science, Zhongyuan University of Technology, Zhengzhou 450007, ChinaSection of Mathematics, International Telematic University Uninettuno, Corso Vittorio Emanuele II, 39, 00186 Roma, ItalyIn this work, we consider bilevel problems: variational inequality problems over the set of solutions of the generalized mixed equilibrium problems. Two new inertial extragradient methods are proposed for solving these problems. Under appropriate conditions, we prove strong convergence theorems for the proposed methods by the regularization technique. Finally, some numerical examples are provided to show the efficiency of the proposed algorithms.https://www.mdpi.com/2227-7390/10/16/2981Hilbert spacestrong convergencemonotone operatorregularization methodTseng’s extragradient method
spellingShingle Yanlai Song
Omar Bazighifan
Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium Problem
Mathematics
Hilbert space
strong convergence
monotone operator
regularization method
Tseng’s extragradient method
title Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium Problem
title_full Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium Problem
title_fullStr Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium Problem
title_full_unstemmed Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium Problem
title_short Two Regularization Methods for the Variational Inequality Problem over the Set of Solutions of the Generalized Mixed Equilibrium Problem
title_sort two regularization methods for the variational inequality problem over the set of solutions of the generalized mixed equilibrium problem
topic Hilbert space
strong convergence
monotone operator
regularization method
Tseng’s extragradient method
url https://www.mdpi.com/2227-7390/10/16/2981
work_keys_str_mv AT yanlaisong tworegularizationmethodsforthevariationalinequalityproblemoverthesetofsolutionsofthegeneralizedmixedequilibriumproblem
AT omarbazighifan tworegularizationmethodsforthevariationalinequalityproblemoverthesetofsolutionsofthegeneralizedmixedequilibriumproblem