Table 4.
Numerical comparison of the averaged performance between Algorithm 3 and ADMM2
| Alg. 3 (α = 1) | Alg. 3 (α = 1.9) | ADMM2 | ||
|---|---|---|---|---|
| Scheme 1 | CPU time(s) | 215.12 | 154.7 | 1045.62 |
| Objective Value | 60.6777 | 60.6821 | 60.8028 | |
| Violation | 0.0048 | 0.0050 | 0.1464 | |
|
| ||||
| Scheme 2 | CPU time(s) | 213.80 | 147.29 | 1184.98 |
| Objective Value | 54.7704 | 54.7729 | 54.7915 | |
| Violation | 0.0049 | 0.0052 | 0.1773 | |
|
| ||||
| Scheme 3 | CPU time(s) | 613.20 | 462.41 | 5514.81 |
| Objective Value | 124.0258 | 124.0208 | 124.2314 | |
| Violation | 0.0072 | 0.0072 | 0.2361 | |
|
| ||||
| Scheme 4 | CPU time(s) | 607.80 | 463.58 | 5357.55 |
| Objective Value | 111.8513 | 111.8489 | 112.0675 | |
| Violation | 0.0072 | 0.0071 | 0.2137 | |