Theoretical Aspect of Diagonal Bregman Proximal Methods
In this paper, we propose and study a diagonal inexact version of Bregman proximal methods, to solve convex optimization problems with and without constraints. The proposed method forms a unified framework for existing algorithms by providing others.
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
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| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2020/3108056 |
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| _version_ | 1849307154096324608 |
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| author | S. Kabbadj |
| author_facet | S. Kabbadj |
| author_sort | S. Kabbadj |
| collection | DOAJ |
| description | In this paper, we propose and study a diagonal inexact version of Bregman proximal methods, to solve convex optimization problems with and without constraints. The proposed method forms a unified framework for existing algorithms by providing others. |
| format | Article |
| id | doaj-art-2633d05c658d46dbb5a6834e7801438c |
| institution | Kabale University |
| issn | 1110-757X 1687-0042 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-2633d05c658d46dbb5a6834e7801438c2025-08-20T03:54:51ZengWileyJournal of Applied Mathematics1110-757X1687-00422020-01-01202010.1155/2020/31080563108056Theoretical Aspect of Diagonal Bregman Proximal MethodsS. Kabbadj0Department of Mathematics, Faculty of Sciences of Meknes, University Moulay Ismail, B.P. 11201, Meknes, MoroccoIn this paper, we propose and study a diagonal inexact version of Bregman proximal methods, to solve convex optimization problems with and without constraints. The proposed method forms a unified framework for existing algorithms by providing others.http://dx.doi.org/10.1155/2020/3108056 |
| spellingShingle | S. Kabbadj Theoretical Aspect of Diagonal Bregman Proximal Methods Journal of Applied Mathematics |
| title | Theoretical Aspect of Diagonal Bregman Proximal Methods |
| title_full | Theoretical Aspect of Diagonal Bregman Proximal Methods |
| title_fullStr | Theoretical Aspect of Diagonal Bregman Proximal Methods |
| title_full_unstemmed | Theoretical Aspect of Diagonal Bregman Proximal Methods |
| title_short | Theoretical Aspect of Diagonal Bregman Proximal Methods |
| title_sort | theoretical aspect of diagonal bregman proximal methods |
| url | http://dx.doi.org/10.1155/2020/3108056 |
| work_keys_str_mv | AT skabbadj theoreticalaspectofdiagonalbregmanproximalmethods |