A Single-loop Proximal Subgradient Algorithm for A Class Structured Fractional Programs

In this paper, we investigate a class of nonconvex and nonsmooth fractional programming problems, where the numerator composed of two parts: a convex, nonsmooth function and a differentiable, nonconvex function, and the denominator consists of a convex, nonsmooth function composed of a linear operat...

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Bibliographic Details
Published in:	Journal of scientific computing Vol. 104; no. 3; p. 75
Main Authors:	Han, Deren, Tao, Min, Xia, Zihao
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.09.2025 Springer Nature B.V
Subjects:	Algorithms Computational Mathematics and Numerical Analysis Decoupling Linear operators Mathematical and Computational Engineering Mathematical and Computational Physics Mathematical programming Mathematics Mathematics and Statistics Optimization Recovery Signal reconstruction Theoretical Decoupling Fractional programming Single-loop Convergence analysis
ISSN:	0885-7474, 1573-7691
Online Access:	Get full text
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