Convergence results of forward-backward method for a zero of the sum of maximally monotone mappings in Banach spaces

被引:19
|
作者
Wega, Getahun Bekele [1 ]
Zegeye, Habtu [1 ]
机构
[1] Botswana Int Univ Sci & Technol, Dept Math & Stat Sci, Pvt Bag 0016, Palapye, Botswana
来源
COMPUTATIONAL & APPLIED MATHEMATICS | 2020年 / 39卷 / 03期
关键词
Banach spaces; Forward-backward algorithm; Monotone mapping; Maximally monotone mapping; Strong convergence; Zero points; PROXIMAL POINT ALGORITHM; SPLITTING METHOD; HILBERT-SPACES; THEOREMS;
D O I
10.1007/s40314-020-01246-z
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The purpose of this paper is to study a forward-backward algorithm for approximating a zero of the sum of maximally monotone mappings in the setting of Banach spaces. Under some mild conditions, we prove a new strong convergence theorem for the algorithm produced by the method in real reflexive Banach spaces. In addition, we give some applications to the minimization problems. Finally, we provide a numerical example, which supports our main result. Our theorems improve and unify most of the results that have been proved for this important class of nonlinear mappings.
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页数:16
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