Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor
In this paper, we present an iterative algorithm for computing thelargest singular value of a nonnegative rectangular tensor.We establishthe convergence of this algorithm for any irreducible nonnegativerectangular tensor.
| Main Authors: | , , |
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| Format: | Journal Article |
| Published: |
Elsevier BV
2013
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/16911 |
| _version_ | 1848749312168689664 |
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| author | Zhou, Guanglu Caccetta, Louis Qi, L. |
| author_facet | Zhou, Guanglu Caccetta, Louis Qi, L. |
| author_sort | Zhou, Guanglu |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this paper, we present an iterative algorithm for computing thelargest singular value of a nonnegative rectangular tensor.We establishthe convergence of this algorithm for any irreducible nonnegativerectangular tensor. |
| first_indexed | 2025-11-14T07:18:56Z |
| format | Journal Article |
| id | curtin-20.500.11937-16911 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:18:56Z |
| publishDate | 2013 |
| publisher | Elsevier BV |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-169112017-09-13T15:45:17Z Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor Zhou, Guanglu Caccetta, Louis Qi, L. Convergence Singular value Iterative method Nonnegative tensor In this paper, we present an iterative algorithm for computing thelargest singular value of a nonnegative rectangular tensor.We establishthe convergence of this algorithm for any irreducible nonnegativerectangular tensor. 2013 Journal Article http://hdl.handle.net/20.500.11937/16911 10.1016/j.laa.2011.06.038 Elsevier BV unknown |
| spellingShingle | Convergence Singular value Iterative method Nonnegative tensor Zhou, Guanglu Caccetta, Louis Qi, L. Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor |
| title | Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor |
| title_full | Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor |
| title_fullStr | Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor |
| title_full_unstemmed | Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor |
| title_short | Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor |
| title_sort | convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor |
| topic | Convergence Singular value Iterative method Nonnegative tensor |
| url | http://hdl.handle.net/20.500.11937/16911 |