Parallel implementation of a randomized regularized Kaczmarz’s algorithm
The article describes the parallel implementation of a randomized regularized Kaczmarz's algorithm. By way of illustration, the randomized parallel version of the algorithm is used for solving the Fredholm integral equation of the first kind with a perturbed right-hand side, showing that in thi...
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| Published in: | Kompʹûternaâ optika Vol. 39; no. 4; pp. 536 - 541 |
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| Main Authors: | , |
| Format: | Journal Article |
| Language: | English Russian |
| Published: |
2015
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| ISSN: | 0134-2452, 2412-6179 |
| Online Access: | Get full text |
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| Summary: | The article describes the parallel implementation of a randomized regularized Kaczmarz's algorithm. By way of illustration, the randomized parallel version of the algorithm is used for solving the Fredholm integral equation of the first kind with a perturbed right-hand side, showing that in this way the computation speed can be increased up to 4 times as compared to the sequential randomized version. |
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| ISSN: | 0134-2452 2412-6179 |
| DOI: | 10.18287/0134-2452-2015-39-4-536-541 |