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A Hybrid Forward–Backward Algorithm and Its Optimization Application.
- Source :
-
Mathematics (2227-7390) . Mar2020, Vol. 8 Issue 3, p447. 1p. - Publication Year :
- 2020
-
Abstract
- In this paper, we study a hybrid forward–backward algorithm for sparse reconstruction. Our algorithm involves descent, splitting and inertial ideas. Under suitable conditions on the algorithm parameters, we establish a strong convergence solution theorem in the framework of Hilbert spaces. Numerical experiments are also provided to illustrate the application in the field of signal processing. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 22277390
- Volume :
- 8
- Issue :
- 3
- Database :
- Academic Search Index
- Journal :
- Mathematics (2227-7390)
- Publication Type :
- Academic Journal
- Accession number :
- 142565908
- Full Text :
- https://doi.org/10.3390/math8030447