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STRONG CONVERGENCE FOR THE ALTERNATING HALPERN-MANN ITERATION IN CAT(0) SPACES.
- Source :
- SIAM Journal on Optimization; 2023, Vol. 33 Issue 2, p785-815, 31p
- Publication Year :
- 2023
-
Abstract
- In this paper we consider, in the general context of CAT(0) spaces, an iterative schema which alternates between Halpern and Krasnoselskii-Mann style iterations. We prove, under suitable conditions, the strong convergence of this algorithm, benefiting from ideas from the proof mining program. We give quantitative information in the form of effective rates of asymptotic regularity and of metastability (in the sense of Tao). Motivated by these results, we are also able to obtain strongly convergent versions of the forward-backward and the Douglas-Rachford algorithms. Our results generalize recent work by Boţ, Csetnek, and Meier and Cheval and Leuştean. [ABSTRACT FROM AUTHOR]
- Subjects :
- FORWARD-backward algorithm
Subjects
Details
- Language :
- English
- ISSN :
- 10526234
- Volume :
- 33
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- SIAM Journal on Optimization
- Publication Type :
- Academic Journal
- Accession number :
- 164895933
- Full Text :
- https://doi.org/10.1137/22M1511199