单调包含问题的反射三算子分裂方法

O. Iyiola, C. Enyi, Y. Shehu
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引用次数: 7

摘要

本文研究了实数Hilbert空间中单调包含问题的反射三算子分裂方法。为此,在一些看似容易实现的迭代参数条件下,我们首先得到了在实数Hilbert空间中寻找非扩张映射不动点的反射Krasnosel'skiĭ-Mann迭代的弱收敛分析和非渐近收敛率。然后,我们将我们的结果应用于单调包含问题的三算子分裂,从而得到相应的收敛分析。在此基础上,推导了高结构单调包含问题的反射原对偶算法。通过划分方法给出了一些数值实现来支持理论分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reflected three-operator splitting method for monotone inclusion problem
In this paper, we consider reflected three-operator splitting methods for monotone inclusion problems in real Hilbert spaces. To do this, we first obtain weak convergence analysis and nonasymptotic convergence rate of the reflected Krasnosel'skiĭ-Mann iteration for finding a fixed point of nonexpansive mapping in real Hilbert spaces under some seemingly easy to implement conditions on the iterative parameters. We then apply our results to three-operator splitting for the monotone inclusion problem and consequently obtain the corresponding convergence analysis. Furthermore, we derive reflected primal-dual algorithms for highly structured monotone inclusion problems. Some numerical implementations are drawn from splitting methods to support the theoretical analysis.
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