A Proximal Fully Parallel Splitting Method for Stable Principal Component Pursuit

Table 1

Numerical results for SPCP with and different .

			Method	Iter.	Time
0.05	0.05	0.9	HTY	38	6.51
			FJDALM	104	15.50
			PADMM	74	6.46
			PFPSM	46	4.35
0.05	0.05	0.8	HTY	45	7.07
			FJDALM	121	16.41
			PADMM	80	6.37
			PFPSM	51	4.42
0.05	0.05	0.7	HTY	57	9.24
			FJDALM	160	21.09
			PADMM	88	7.43
			PFPSM	58	5.50
0.05	0.1	0.9	HTY	47	7.43
			FJDALM	171	25.36
			PADMM	78	7.85
			PFPSM	52	5.36
0.05	0.1	0.8	HTY	66	10.00
			FJDALM	219	32.29
			PADMM	91	7.82
			PFPSM	63	6.93
0.05	0.1	0.7	HTY	107	16.97
			FJDALM	299	39.63
			PADMM	123	10.49
			PFPSM	94	9.61
0.1	0.05	0.9	HTY	36	5.21
			FJDALM	122	17.56
			PADMM	73	5.91
			PFPSM	44	3.79
0.1	0.05	0.8	HTY	53	7.68
			FJDALM	178	22.78
			PADMM	78	5.91
			PFPSM	51	4.28
0.1	0.05	0.7	HTY	118	16.91
			FJDALM	292	37.57
			PADMM	140	11.63
			PFPSM	116	9.32