Modified double inertial subgradient extrgradient method for solving variational inequality problems in Banach spaces

We present a new method for solving variational inequality problems (VIPs) based on double inertial terms with a modified subgradient extragradient self-adaptive step size method.Our proposal utilizes double inertial acceleration to improve convergence behavior and stability in solving VIPs.Strong convergence theorems for the proposed algorithms are established under some mild assumptions on the control parameters in 2-uniformly convex and smooth real Banach spaces.Numerical experiments demonstrate the efficacy and advantages of our technique compared to existing methods in the literature.

Publication Details

Journal
Fixed Point Methods and Optimization
Published
2024-12-01
DOI
https://doi.org/10.69829/fpmo-024-0102-ta05
Primary Topic
Optimization and Variational Analysis
Type
article
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Modified double inertial subgradient extrgradient method for solving variational inequality problems in Banach spaces

Fixed Point Methods and Optimization
Optimization and Variational Analysis
article

Modified double inertial subgradient extrgradient method for solving variational inequality problems in Banach spaces

article en

Abstract

We present a new method for solving variational inequality problems (VIPs) based on double inertial terms with a modified subgradient extragradient self-adaptive step size method.Our proposal utilizes double inertial acceleration to improve convergence behavior and stability in solving VIPs.Strong convergence theorems for the proposed algorithms are established under some mild assumptions on the control parameters in 2-uniformly convex and smooth real Banach spaces.Numerical experiments demonstrate the efficacy and advantages of our technique compared to existing methods in the literature.

Fixed Point Methods and Optimization
Reduced inequalities
Openalex Percentile: Top 73%
Optimization and Variational Analysis
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Modified double inertial subgradient extrgradient method for solving variational inequality problems in Banach spaces · Fixed Point Methods and Optimization (2024) | TGRS Research Map | TGRS