Barzilai–Borwein-like rules in proximal gradient schemes for ℓ <sub>1</sub> -regularized problems-Reference-Cited by-同舟云学术

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Barzilai–Borwein-like rules in proximal gradient schemes for ℓ ₁ -regularized problems

Published:2024-01-24 Issue: Volume: Page:1-33
ISSN:1055-6788
Container-title:Optimization Methods and Software
language:en
Short-container-title:Optimization Methods and Software

Author:

Crisci Serena¹,Rebegoldi Simone²,Toraldo Gerardo¹,Viola Marco³

Affiliation:

1. Department of Mathematics and Physics, University of Campania ‘L. Vanvitelli’, Caserta, Italy

2. Department of Industrial Engineering, University of Florence, Florence, Italy

3. School of Mathematics and Statistics, University College Dublin, Dublin, Ireland

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/10556788.2023.2285489

Reference54 articles.

1. Two-point step size gradient methods;Barzilai J.;IMA J. Numer. Anal.,1988

2. A fast iterative Shrinkage-Thresholding algorithm for linear inverse problems;Beck A.;SIAM J. Imaging Sci.,2009

3. A discrepancy principle for poisson data;Bertero M.;Inverse Probl.,2010

4. Nonmonotone spectral projected gradient methods on convex sets;Birgin E.G.;SIAM J. Optim.,2000

5. Spectral projected gradient methods: Review and perspectives;Birgin E.G.;J. Stat. Softw.,2014

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