A Reduced Half Thresholding Algorithm

In this paper, a reduced half thresholding algorithm and its accelerated version, a reduced fast half thresholding algorithm, are proposed for solving large-scale L 1 / 2 -regularized problems. At each iteration, the large-scale original problem is reduced into a sequence of small-scale subproblems,...

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Bibliographic Details

Published in:	Journal of scientific computing Vol. 96; no. 2
Main Authors:	Liang, Xiubo, Wang, Guoqiang, Yu, Bo
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.08.2023
Subjects:	Algorithms Computational Mathematics and Numerical Analysis Mathematical and Computational Engineering Mathematical and Computational Physics Mathematics Mathematics and Statistics Theoretical Sparse optimization Thresholding algorithms regularization
ISSN:	0885-7474, 1573-7691
Online Access:	Get full text
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