An alternating direction method for solving convex nonlinear semidefinite programming problems
An alternating direction method is proposed for solving convex semidefinite optimization problems. This method only computes several metric projections at each iteration. Convergence analysis is presented and numerical experiments in solving matrix completion problems are reported.
| Main Authors: | , , |
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| Format: | Journal Article |
| Published: |
Taylor & Francis Ltd.
2013
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| Online Access: | http://hdl.handle.net/20.500.11937/45136 |
| _version_ | 1848757199140028416 |
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| author | Zhang, S. Ang, J. Sun, Jie |
| author_facet | Zhang, S. Ang, J. Sun, Jie |
| author_sort | Zhang, S. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | An alternating direction method is proposed for solving convex semidefinite optimization problems. This method only computes several metric projections at each iteration. Convergence analysis is presented and numerical experiments in solving matrix completion problems are reported. |
| first_indexed | 2025-11-14T09:24:18Z |
| format | Journal Article |
| id | curtin-20.500.11937-45136 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T09:24:18Z |
| publishDate | 2013 |
| publisher | Taylor & Francis Ltd. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-451362017-09-13T15:57:40Z An alternating direction method for solving convex nonlinear semidefinite programming problems Zhang, S. Ang, J. Sun, Jie An alternating direction method is proposed for solving convex semidefinite optimization problems. This method only computes several metric projections at each iteration. Convergence analysis is presented and numerical experiments in solving matrix completion problems are reported. 2013 Journal Article http://hdl.handle.net/20.500.11937/45136 10.1080/02331934.2011.611883 Taylor & Francis Ltd. fulltext |
| spellingShingle | Zhang, S. Ang, J. Sun, Jie An alternating direction method for solving convex nonlinear semidefinite programming problems |
| title | An alternating direction method for solving convex nonlinear semidefinite programming problems |
| title_full | An alternating direction method for solving convex nonlinear semidefinite programming problems |
| title_fullStr | An alternating direction method for solving convex nonlinear semidefinite programming problems |
| title_full_unstemmed | An alternating direction method for solving convex nonlinear semidefinite programming problems |
| title_short | An alternating direction method for solving convex nonlinear semidefinite programming problems |
| title_sort | alternating direction method for solving convex nonlinear semidefinite programming problems |
| url | http://hdl.handle.net/20.500.11937/45136 |