Proximal point methods with possible unbounded errors for monotone operators in Hadamard spaces

被引:2
|
作者
Rouhani, Behzad Djafari [1 ]
Mohebbi, Vahid [1 ]
机构
[1] Univ Texas El Paso, Dept Math Sci, El Paso, TX 79968 USA
关键词
Monotone operator; proximal point method; resolvent; strong convergence; unbounded error; ASYMPTOTIC-BEHAVIOR; CONVERGENCE; CURVATURE; ALGORITHM;
D O I
10.1080/02331934.2022.2057854
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
In this paper, we investigate and analyse the strong convergence of the sequence generated by an inexact proximal point method with possible unbounded errors for finding zeros of monotone operators in Hadamard spaces. We show that the boundedness of the generated sequence is equivalent to the zero set of the operator to be nonempty. In this case, we prove the strong convergence of the generated sequence to a zero of the operator. We also provide some applications of our main results and give a numerical example to show the performance of the proposed algorithm.
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页码:2345 / 2366
页数:22
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