Research Article
A Proximal Fully Parallel Splitting Method for Stable Principal Component Pursuit
Table 2
Numerical results for SPCP with
and different
.
| | | | Method | Iter. | Time | | |
| 0.05 | 0.05 | 0.9 | HTY | 38 | 5.94 | | | FJDALM | 104 | 18.69 | | | PADMM | 74 | 8.42 | | | PFPSM | 44 | 4.02 | | |
| 0.05 | 0.05 | 0.8 | HTY | 48 | 7.53 | | | FJDALM | 121 | 20.45 | | | PADMM | 80 | 8.51 | | | PFPSM | 48 | 3.98 | | |
| 0.05 | 0.05 | 0.7 | HTY | 59 | 9.11 | | | FJDALM | 160 | 27.73 | | | PADMM | 88 | 10.11 | | | PFPSM | 56 | 5.23 | | |
| 0.05 | 0.1 | 0.9 | HTY | 54 | 8.24 | | | FJDALM | 171 | 29.41 | | | PADMM | 78 | 8.94 | | | PFPSM | 49 | 4.77 | | |
| 0.05 | 0.1 | 0.8 | HTY | 76 | 11.54 | | | FJDALM | 219 | 38.30 | | | PADMM | 91 | 9.46 | | | PFPSM | 63 | 6.23 | | |
| 0.05 | 0.1 | 0.7 | HTY | 121 | 18.53 | | | FJDALM | 299 | 47.70 | | | PADMM | 123 | 13.31 | | | PFPSM | 99 | 8.51 | | |
| 0.1 | 0.05 | 0.9 | HTY | 37 | 5.58 | | | FJDALM | 122 | 39.53 | | | PADMM | 73 | 10.73 | | | PFPSM | 44 | 4.44 | | |
| 0.1 | 0.05 | 0.8 | HTY | 61 | 8.88 | | | FJDALM | 178 | 37.66 | | | PADMM | 78 | 7.45 | | | PFPSM | 51 | 5.54 | | |
| 0.1 | 0.05 | 0.7 | HTY | 133 | 18.55 | | | FJDALM | 292 | 38.59 | | | PADMM | 140 | 11.54 | | | PFPSM | 116 | 9.91 | | |
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