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On multi-inertial extrapolations and forward-backward-forward algorithms.

Authors :
INKRONG, PAPATSARA
CHOLAMJIAK, PRASIT
Source :
Carpathian Journal of Mathematics. 2024, Vol. 40 Issue 2, p293-305. 13p.
Publication Year :
2024

Abstract

In this work, we propose inclusion problems based on a novel class of forward-backwardforward algorithms. Our approach incorporates multi-inertial extrapolations and utilizes a self-adaptive technique to eliminate the need for explicitly selecting Lipschitz assumptions to enhance the speed convergence of the algorithm. We establish a weak convergence theorem under suitable assumptions. Furthermore, we conduct numerical tests on image deblurring as a practical application. The experimental results demonstrate that our algorithm surpasses some existing methods in the literature, which shows its superior performance and effectiveness. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*ALGORITHMS
*SPEED

Details

Language :
English
ISSN :
15842851
Volume :
40
Issue :
2
Database :
Academic Search Index
Journal :
Carpathian Journal of Mathematics
Publication Type :
Academic Journal
Accession number :
176288742
Full Text :
https://doi.org/10.37193/CJM.2024.02.05