Back to Search Start Over

Convergence Analysis of a New Forward-Reflected-Backward Algorithm for Four Operators Without Cocoercivity.

Authors :
Cao, Yu
Wang, Yuanheng
ur Rehman, Habib
Shehu, Yekini
Yao, Jen-Chih
Source :
Journal of Optimization Theory & Applications. Aug2024, p1-29.
Publication Year :
2024

Abstract

In this paper, we propose a new splitting algorithm to find the zero of a monotone inclusion problem that features the sum of three maximal monotone operators and a Lipschitz continuous monotone operator in Hilbert spaces. We prove that the sequence of iterates generated by our proposed splitting algorithm converges weakly to the zero of the considered inclusion problem under mild conditions on the iterative parameters. Several splitting algorithms in the literature are recovered as special cases of our proposed algorithm. Another interesting feature of our algorithm is that one forward evaluation of the Lipschitz continuous monotone operator is utilized at each iteration. Numerical results are given to support the theoretical analysis. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00223239
Database :
Academic Search Index
Journal :
Journal of Optimization Theory & Applications
Publication Type :
Academic Journal
Accession number :
178760024
Full Text :
https://doi.org/10.1007/s10957-024-02501-7