10.1007/s00025-019-1061-4
Shehu, Yekini
Yekini
Shehu0000-0001-9224-7139
Convergence results of forward-backward algorithms for sum of monotone operators in Banach spaces
Springer
2019
2019-06-29T10:11:30Z
2020-01-21T12:03:43Z
journal_article
https://research-explorer.app.ist.ac.at/record/6596
https://research-explorer.app.ist.ac.at/record/6596.json
1422-6383
466942 bytes
application/pdf
It is well known that many problems in image recovery, signal processing, and machine learning can be modeled as finding zeros of the sum of maximal monotone and Lipschitz continuous monotone operators. Many papers have studied forward-backward splitting methods for finding zeros of the sum of two monotone operators in Hilbert spaces. Most of the proposed splitting methods in the literature have been proposed for the sum of maximal monotone and inverse-strongly monotone operators in Hilbert spaces. In this paper, we consider splitting methods for finding zeros of the sum of maximal monotone operators and Lipschitz continuous monotone operators in Banach spaces. We obtain weak and strong convergence results for the zeros of the sum of maximal monotone and Lipschitz continuous monotone operators in Banach spaces. Many already studied problems in the literature can be considered as special cases of this paper.