An inexact variable metric variant of incremental aggregated Forward-Backward method for the large-scale composite optimization problem

IF 1.6 3区数学 Q2 MATHEMATICS, APPLIED

Optimization Pub Date : 2024-04-26 DOI:10.1080/02331934.2024.2345395

Zehui Jia, Junru Hou, Zhichao Shi, Suyun Yue

引用次数: 0

Abstract

This paper focuses on the large-scale composite optimization problem, which is the sum of a finite number of smooth (possibly nonconvex) functions and a convex (possibly nonsmooth) function. A comm...

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针对大规模复合优化问题的增量聚合前向后向法的非精确变量度量变体

本文的重点是大规模复合优化问题，即有限个平滑（可能是非凸）函数和一个凸（可能是非平滑）函数之和。一个共...

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来源期刊

Optimization 数学-应用数学

CiteScore

4.50

自引率

9.10%

发文量

146

审稿时长

4.5 months

期刊介绍： Optimization publishes refereed, theoretical and applied papers on the latest developments in fields such as linear, nonlinear, stochastic, parametric, discrete and dynamic programming, control theory and game theory. A special section is devoted to review papers on theory and methods in interesting areas of mathematical programming and optimization techniques. The journal also publishes conference proceedings, book reviews and announcements. All published research articles in this journal have undergone rigorous peer review, based on initial editor screening and anonymous refereeing by independent expert referees.