An efficient simultaneous method for the constrained multiple-sets split feasibility problem

被引:17
|
作者
Zhang, Wenxing [2 ]
Han, Deren [3 ]
Yuan, Xiaoming [1 ]
机构
[1] Hong Kong Baptist Univ, Dept Math, Hong Kong, Hong Kong, Peoples R China
[2] Nanjing Univ, Dept Math, Nanjing 210093, Jiangsu, Peoples R China
[3] Nanjing Normal Univ, Sch Math Sci, Jiangsu Key Lab NSLSCS, Nanjing 210046, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Convex feasibility problem; Multiple-sets split feasibility problem; Simultaneous method; STRUCTURED VARIATIONAL-INEQUALITIES; ALTERNATING DIRECTIONS METHOD; CQ ALGORITHM; PROJECTION;
D O I
10.1007/s10589-011-9429-8
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 multiple-sets split feasibility problem (MSFP) captures various applications arising in many areas. Recently, by introducing a function measuring the proximity to the involved sets, Censor et al. proposed to solve the MSFP via minimizing the proximity function, and they developed a class of simultaneous methods to solve the resulting constrained optimization model numerically. In this paper, by combining the ideas of the proximity function and the operator splitting methods, we propose an efficient simultaneous method for solving the constrained MSFP. The efficiency of the new method is illustrated by some numerical experiments.
引用
收藏
页码:825 / 843
页数:19
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