Inexact Operator Splitting Method for Monotone Inclusion Problems

被引：4
|
作者：
Huang, Yuan-Yuan [1 ]
Liu, Chang-He [1 ]
Shang, You-Lin [1 ]
机构：
[1] Henan Univ Sci & Technol, Sch Math & Stat, Luoyang 471023, Henan, Peoples R China
来源：
JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA | 2021年 / 9卷 / 02期
关键词：
Monotone operator; Splitting methods; Convergence properties; Error criterion; RECONSTRUCTION; ALGORITHM; FAMILY;
D O I：
10.1007/s40305-020-00296-8
中图分类号：
C93 [管理学]; O22 [运筹学];
学科分类号：
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要：
The Douglas-Peaceman-Rachford-Varga operator splitting methods are a class of efficient methods for finding a zero of the sum of two maximal monotone operators in a real Hilbert space; however, they are sometimes difficult or even impossible to solve the subproblems exactly. In this paper, we suggest an inexact version in which some relative error criterion is discussed. The corresponding convergence properties are established, and some preliminary numerical experiments are reported to illustrate its efficiency.
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页码：273 / 306
页数：34
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