一类变分不等式的一阶动力系统及其离散化

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-10-28 DOI:10.1016/j.cam.2024.116341
Nguyen Buong
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引用次数: 0

摘要

在本文中,我们研究了实希尔伯特空间上一个利普齐兹连续伪收缩和一个有限族严格伪收缩算子的公共定点集合上的变分不等式问题。我们根据拉夫连季耶夫正则化方法引入了一阶动力系统。在一些温和的条件下,证明了该动力学系统轨迹离散化变体的存在性和强收敛性。为了验证我们的结果,还给出了解决凸约束单调方程和 LASSO 问题的数值实验应用。
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A first order dynamical system and its discretization for a class of variational inequalities
In this paper, we study the variational inequality problem over the set of common fixed points of a Lipschitz continuous pseudo-contraction and a finite family of strictly pseudo-contractive operators on a real Hilbert space. We introduce a first order dynamical system in accordance with the Lavrentiev regularization method. The existence and strong convergence with a discretized variant of the trajectory of the dynamical system are proved under some mild conditions. Applications to solving the convex constrained monotone equations and to the LASSO problem with numerical experiments are given for validating our results.
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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