A Family of Multi-Parameterized Proximal Point Algorithms

doi:10.1109/ACCESS.2019.2952155

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	A Family of Multi-Parameterized Proximal Point Algorithms
	Bai, Jianchao 1; Guo, Ke 2; Chang, Xiaokai3
	2019
发表期刊	IEEE Access
ISSN	2169-3536
卷号	7 页码:164021-164028
摘要	In this paper, a multi-parameterized proximal point algorithm combining with a relaxation step is developed for solving convex minimization problem subject to linear constraints. We show its global convergence and sublinear convergence rate from the prospective of variational inequality. Preliminary numerical experiments on testing a sparse minimization problem from signal processing indicate that the proposed algorithm performs better than some well-established methods. © 2013 IEEE.
关键词	Convex optimization Numerical methods Parameter estimation Variational techniques Well testing complexity Convex minimization Global conver-gence Linear constraints Minimization problems Numerical experiments Proximal point algorithm Variational inequalities
DOI	10.1109/ACCESS.2019.2952155
收录类别	EI ; SCIE
语种	英语
WOS研究方向	Computer Science ; Engineering ; Telecommunications
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000509475800005
出版者	Institute of Electrical and Electronics Engineers Inc., United States
EI入藏号	20200208020430
EI主题词	Signal processing
EI分类号	716.1 Information Theory and Signal Processing - 921.2 Calculus - 921.6 Numerical Methods
来源库	Compendex
分类代码	716.1 Information Theory and Signal Processing - 921.2 Calculus - 921.6 Numerical Methods
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/114720
专题	理学院
通讯作者	Guo, Ke
作者单位	1.Northwestern Polytech Univ, Dept Appl Math, Xian 710129, Peoples R China; 2.China West Normal Univ, Sch Math & Informat, Nanchong 637002, Peoples R China; 3.Lanzhou Univ Technol, Sch Sci, Lanzhou 730050, Peoples R China
第一作者单位	理学院
第一作者的第一单位	理学院
推荐引用方式 GB/T 7714	Bai, Jianchao,Guo, Ke,Chang, Xiaokai. A Family of Multi-Parameterized Proximal Point Algorithms[J]. IEEE Access,2019,7:164021-164028.
APA	Bai, Jianchao,Guo, Ke,&Chang, Xiaokai.(2019).A Family of Multi-Parameterized Proximal Point Algorithms.IEEE Access,7,164021-164028.
MLA	Bai, Jianchao,et al."A Family of Multi-Parameterized Proximal Point Algorithms".IEEE Access 7(2019):164021-164028.