An Inertial Iterative Regularization Method for a Class of Variational Inequalities

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-07-09 DOI:10.1007/s10957-024-02443-0
Nguyen Buong, Nguyen Duong Nguyen, Nguyen Thi Quynh Anh
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Abstract

In this paper, we study a class of variational inequality problems the constraint set of which is the set of common solutions of a finite family of operator equations, involving hemi-continuous accretive operators on a reflexive and strictly convex Banach space with a Gâteaux differentiable norm. We present a sequential regularization method of Lavrentiev type and an iterative regularization one in combination with an inertial term to speed up convergence. The strong convergence of the methods is proved without the co-coercivity imposed on any operator in the family. An application of our results to solving the split common fixed point problem with pseudocontractive and nonexpansive operators is given with computational experiments for illustration.

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一类变分不等式的惯性迭代正则化方法
在本文中,我们研究了一类变分不等式问题,其约束集是有限算子方程组的公共解集,涉及反身严格凸巴纳赫空间上的半连续增量算子,具有伽托可微分规范。我们提出了一种拉夫连季耶夫式的连续正则化方法,以及一种结合惯性项加速收敛的迭代正则化方法。我们证明了这些方法的强收敛性,而无需对族中的任何算子施加协迫性。我们的结果还应用于解决具有伪收缩和非膨胀算子的分裂公共定点问题,并给出了计算实验作为说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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