四算子无矫顽力新正向-反射-后向算法的收敛性分析

IF 1.6 3区 数学 Q2 MATHEMATICS, APPLIED
Yu Cao, Yuanheng Wang, Habib ur Rehman, Yekini Shehu, Jen-Chih Yao
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引用次数: 0

摘要

在本文中,我们提出了一种新的分裂算法,用于寻找单调包含问题的零点,该问题的特征是希尔伯特空间中三个最大单调算子与一个利普希兹连续单调算子之和。我们证明,在迭代参数的温和条件下,我们提出的分裂算法产生的迭代序列弱收敛于所考虑的包含问题的零点。文献中的几种分裂算法都是我们提出的算法的特例。我们算法的另一个有趣特点是,每次迭代都会对 Lipschitz 连续单调算子进行一次前向评估。我们给出了数值结果来支持理论分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Convergence Analysis of a New Forward-Reflected-Backward Algorithm for Four Operators Without Cocoercivity

Convergence Analysis of a New Forward-Reflected-Backward Algorithm for Four Operators Without Cocoercivity

In this paper, we propose a new splitting algorithm to find the zero of a monotone inclusion problem that features the sum of three maximal monotone operators and a Lipschitz continuous monotone operator in Hilbert spaces. We prove that the sequence of iterates generated by our proposed splitting algorithm converges weakly to the zero of the considered inclusion problem under mild conditions on the iterative parameters. Several splitting algorithms in the literature are recovered as special cases of our proposed algorithm. Another interesting feature of our algorithm is that one forward evaluation of the Lipschitz continuous monotone operator is utilized at each iteration. Numerical results are given to support the theoretical analysis.

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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
149
审稿时长
9.9 months
期刊介绍: The Journal of Optimization Theory and Applications is devoted to the publication of carefully selected regular papers, invited papers, survey papers, technical notes, book notices, and forums that cover mathematical optimization techniques and their applications to science and engineering. Typical theoretical areas include linear, nonlinear, mathematical, and dynamic programming. Among the areas of application covered are mathematical economics, mathematical physics and biology, and aerospace, chemical, civil, electrical, and mechanical engineering.
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