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Computing the resolvent of the sum of operators with application to best approximation problems

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journal contribution
posted on 2025-05-09, 18:31 authored by Minh 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

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