posted on 2025-05-09, 18:31authored byMinh N. Dao, Hung M. Phan
We propose a flexible approach for computing the resolvent of the sum of weakly monotone operators in real Hilbert spaces. This relies on splitting methods where strong convergence is guaranteed. We also prove linear convergence under Lipschitz continuity assumption. The approach is then applied to computing the proximity operator of the sum of weakly convex functions, and particularly to finding the best approximation to the intersection of convex sets.
Funding
ARC
160101537
History
Journal title
Optimization Letters
Volume
14
Pagination
1193-1205
Publisher
Springer
Language
en, English
College/Research Centre
Faculty of Science
School
School of Mathematical and Physical Sciences
Rights statement
This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/s11590-019-01432-x