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A modified inertial projected forward–backward algorithm for convex optimization problems: A modified inertial projected forward–backward algorithm for convex...: K. Kankam et al.

Authors :
Kankam, Kunrada
Inkrong, Papatsara
Cholamjiak, Prasit
Source :
Rendiconti del Circolo Matematico di Palermo (Series 2); Feb2025, Vol. 74 Issue 1, p1-11, 11p
Publication Year :
2025

Abstract

The primary objective of this study is to establish the convergence theorem associated with the modified inertial projected forward–backward algorithm using line search techniques. Many applications in applied sciences can be modeled as constrained convex minimization problems. Our numerical experiments offer practical applications for resolving image deblurring issues. The results of our numerical analysis conclusively indicate that the proposed algorithms exhibit greater efficiency than those previously introduced in the literature. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0009725X
Volume :
74
Issue :
1
Database :
Complementary Index
Journal :
Rendiconti del Circolo Matematico di Palermo (Series 2)
Publication Type :
Academic Journal
Accession number :
182201830
Full Text :
https://doi.org/10.1007/s12215-024-01134-z