Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality Problems

This paper considers an alternated inertial-type extrapolation algorithm for solving bilevel pseudomonotone variational inequality problem in the framework of real Hilbert spaces with split variational inequality and fixed-point constraints of demimetric mapping. The algorithm which involves alterna...

Full description

Saved in:
Bibliographic Details
Main Authors: Jacob Ashiwere Abuchu, Austine Efut Ofem, Godwin Chidi Ugwunnadi, Ojen Kumar Narain, Azhar Hussain
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:Journal of Mathematics
Online Access:http://dx.doi.org/10.1155/2023/3185746
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1832547828216365056
author Jacob Ashiwere Abuchu
Austine Efut Ofem
Godwin Chidi Ugwunnadi
Ojen Kumar Narain
Azhar Hussain
author_facet Jacob Ashiwere Abuchu
Austine Efut Ofem
Godwin Chidi Ugwunnadi
Ojen Kumar Narain
Azhar Hussain
author_sort Jacob Ashiwere Abuchu
collection DOAJ
description This paper considers an alternated inertial-type extrapolation algorithm for solving bilevel pseudomonotone variational inequality problem in the framework of real Hilbert spaces with split variational inequality and fixed-point constraints of demimetric mapping. The algorithm which involves alternated inertial uses self-adjustment stepsize condition that depends solely on the information from previous iterative step. The bilevel problem considered in the work consists of upper-level problem with an underlying operator which is pseudomonotone, while the lower problem is associated with strongly monotone mapping and the fixed-point constraint of demimetric mapping. Our algorithm is anchored on modified projection and contraction techniques, fused with alternated inertial and relaxation. Under some suitable conditions on the algorithm control parameters, we obtain a strong convergence result of the proposed method without the prior knowledge of the operator norm or the coefficients of the underlying operators within the scope of real Hilbert spaces. Finally, some numerical examples are presented to illustrate the gain of our method in comparison to some related algorithms in the literature.
format Article
id doaj-art-20e4e1fe2e03448296525324d430d523
institution Kabale University
issn 2314-4785
language English
publishDate 2023-01-01
publisher Wiley
record_format Article
series Journal of Mathematics
spelling doaj-art-20e4e1fe2e03448296525324d430d5232025-02-03T06:43:13ZengWileyJournal of Mathematics2314-47852023-01-01202310.1155/2023/3185746Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality ProblemsJacob Ashiwere Abuchu0Austine Efut Ofem1Godwin Chidi Ugwunnadi2Ojen Kumar Narain3Azhar Hussain4School of MathematicsSchool of MathematicsDepartment of MathematicsSchool of MathematicsDepartment of MathematicsThis paper considers an alternated inertial-type extrapolation algorithm for solving bilevel pseudomonotone variational inequality problem in the framework of real Hilbert spaces with split variational inequality and fixed-point constraints of demimetric mapping. The algorithm which involves alternated inertial uses self-adjustment stepsize condition that depends solely on the information from previous iterative step. The bilevel problem considered in the work consists of upper-level problem with an underlying operator which is pseudomonotone, while the lower problem is associated with strongly monotone mapping and the fixed-point constraint of demimetric mapping. Our algorithm is anchored on modified projection and contraction techniques, fused with alternated inertial and relaxation. Under some suitable conditions on the algorithm control parameters, we obtain a strong convergence result of the proposed method without the prior knowledge of the operator norm or the coefficients of the underlying operators within the scope of real Hilbert spaces. Finally, some numerical examples are presented to illustrate the gain of our method in comparison to some related algorithms in the literature.http://dx.doi.org/10.1155/2023/3185746
spellingShingle Jacob Ashiwere Abuchu
Austine Efut Ofem
Godwin Chidi Ugwunnadi
Ojen Kumar Narain
Azhar Hussain
Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality Problems
Journal of Mathematics
title Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality Problems
title_full Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality Problems
title_fullStr Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality Problems
title_full_unstemmed Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality Problems
title_short Hybrid Alternated Inertial Projection and Contraction Algorithm for Solving Bilevel Variational Inequality Problems
title_sort hybrid alternated inertial projection and contraction algorithm for solving bilevel variational inequality problems
url http://dx.doi.org/10.1155/2023/3185746
work_keys_str_mv AT jacobashiwereabuchu hybridalternatedinertialprojectionandcontractionalgorithmforsolvingbilevelvariationalinequalityproblems
AT austineefutofem hybridalternatedinertialprojectionandcontractionalgorithmforsolvingbilevelvariationalinequalityproblems
AT godwinchidiugwunnadi hybridalternatedinertialprojectionandcontractionalgorithmforsolvingbilevelvariationalinequalityproblems
AT ojenkumarnarain hybridalternatedinertialprojectionandcontractionalgorithmforsolvingbilevelvariationalinequalityproblems
AT azharhussain hybridalternatedinertialprojectionandcontractionalgorithmforsolvingbilevelvariationalinequalityproblems