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Modified iterative schemes with two inertia and linesearch rule for split variational inclusion and applications to image deblurring and diabetes prediction.
- Source :
-
Carpathian Journal of Mathematics . 2024, Vol. 40 Issue 2, p459-476. 18p. - Publication Year :
- 2024
-
Abstract
- The purpose of this paper is to introduce a new inertial iterative algorithm involving the linesearch rule for the split variational inclusion in real Hilbert spaces. We use two inertial terms to accelerate the convergence speed of the proposed algorithm. Under suitable conditions, we prove its weak convergence theorem. Finally, in applications, we apply our algorithm to image deblurring and data classification problem in predicting diabetes mellitus. [ABSTRACT FROM AUTHOR]
- Subjects :
- *HILBERT space
*DIABETES
*FORECASTING
Subjects
Details
- Language :
- English
- ISSN :
- 15842851
- Volume :
- 40
- Issue :
- 2
- Database :
- Academic Search Index
- Journal :
- Carpathian Journal of Mathematics
- Publication Type :
- Academic Journal
- Accession number :
- 176288752
- Full Text :
- https://doi.org/10.37193/CJM.2024.02.15