A new smoothing newton-type two-step algorithm to solve non-lipschitz absolute value equations of the form <inline-formula><tex-math id="M1">$ Ax + B|x|^p = b $</tex-math></inline-formula>

Due to their connection to linear complementarity problems, which affect various fields such as management science, operations research, and engineering, absolute value equations (AVE) are being extensively studied. This work concentrates on the solution of the system of Non-Lipschitz Absolute Value Equations (NAVE), which is one of the recent generations of AVE. We initially modify the existing smoothing techniques for NAVE, which are utilized to convert it into a set of smooth equations with adjustable parameters. Subsequently, Traub's method-based two-step iteration methods are developed by including the suggested smoothing techniques to address the smoothed form of AVE. The numerical experiments are conducted on both widely known and randomly created test problems, followed by an analysis of the findings. Finally, the efficiency of the proposed methods is displayed by comparing them with each other.

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Publication Details

Journal
Journal of Dynamics and Games
Published
2025-08-12
DOI
https://doi.org/10.3934/jdg.2025043
Primary Topic
Advanced Optimization Algorithms Research
Type
article
Field-Weighted Citation Impact
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article

A new smoothing newton-type two-step algorithm to solve non-lipschitz absolute value equations of the form <inline-formula><tex-math id="M1">$ Ax + B|x|^p = b $</tex-math></inline-formula>

Nurullah Yılmaz, Asuman Zeytinoğlu
Journal of Dynamics and Games
Advanced Optimization Algorithms Research
article

A new smoothing newton-type two-step algorithm to solve non-lipschitz absolute value equations of the form <inline-formula><tex-math id="M1">$ Ax + B|x|^p = b $</tex-math></inline-formula>

Nurullah Yılmaz, Asuman Zeytinoğlu
article en

Abstract

Due to their connection to linear complementarity problems, which affect various fields such as management science, operations research, and engineering, absolute value equations (AVE) are being extensively studied. This work concentrates on the solution of the system of Non-Lipschitz Absolute Value Equations (NAVE), which is one of the recent generations of AVE. We initially modify the existing smoothing techniques for NAVE, which are utilized to convert it into a set of smooth equations with adjustable parameters. Subsequently, Traub's method-based two-step iteration methods are developed by including the suggested smoothing techniques to address the smoothed form of AVE. The numerical experiments are conducted on both widely known and randomly created test problems, followed by an analysis of the findings. Finally, the efficiency of the proposed methods is displayed by comparing them with each other.

Journal of Dynamics and GamesVol. 16(0)
Süleyman Demirel Üniversitesi (TR)
Openalex Percentile: Top 70%
Advanced Optimization Algorithms Research
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