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Efficient projective methods for the split feasibility problem and its applications to compressed sensing and image debluring

Authors :
Suparat Kesornprom
Nattawut Pholasa
Prasit Cholamjiak
Source :
Filomat. 35:3241-3266
Publication Year :
2021
Publisher :
National Library of Serbia, 2021.

Abstract

In this paper, new projective algorithms using linesearch technique are proposed to solve the split feasibility problem. Weak convergence theorems are established, under suitable conditions, in a real Hilbert space. Some numerical experiments in compressed sensing and image debluring are also provided to show its implementation and efficiency. The main results improve the corresponding results in the literature.

Subjects

Subjects :
General Mathematics

Details

ISSN :
24060933 and 03545180
Volume :
35
Database :
OpenAIRE
Journal :
Filomat
Accession number :
edsair.doi...........bc6578c88687e852169fc277a8ebc8ea