From: New algorithms to compute the nearness symmetric solution of the matrix equation
m, n, p | Algorithm 1 | Algorithm 2 | Algorithm CG | Algorithm LSQR | ||||
---|---|---|---|---|---|---|---|---|
IT | CPU | IT | CPU | IT | CPU | IT | CPU | |
20, 20, 20 | 2807 | 1.0407 | 1992 | 0.9338 | 941 | 0.1603 | 816 | 0.1181 |
40, 40, 40 | 6709 | 60.3186 | 5085 | 52.1359 | 3445 | 25.3471 | 2925 | 21.6702 |
60, 60, 60 | 8109 | 74.2018 | 7882 | 67.0493 | 7203 | 45.1428 | 5987 | 43.2527 |
80, 80, 80 | 8246 | 88.6394 | 5503 | 73.6081 | 10,974 | 88.6511 | 9773 | 83.7413 |
100, 80, 80 | 5795 | 67.6304 | 2081 | 23.6263 | 6681 | 59.9316 | 5636 | 54.6361 |
200, 80, 80 | 9445 | 130.5067 | 2503 | 12.2904 | 4721 | 60.9609 | 4913 | 55.7173 |
400, 80, 60 | 13,756 | 252.4951 | 2234 | 0.2925 | 1885 | 22.5552 | 1518 | 20.8768 |
80, 80, 100 | 2843 | 46.9736 | 6082 | 82.7429 | 7393 | 66.6155 | 6228 | 59.0029 |
80, 80, 200 | 728 | 8.8492 | 7324 | 101.4176 | 4768 | 62.8689 | 4855 | 54.1167 |
60, 80, 400 | 25 | 0.4173 | 14,009 | 258.8992 | 2245 | 40.7279 | 1786 | 22.5928 |
100, 80, 100 | 332 | 3.9936 | 352 | 4.1774 | 2011 | 18.5992 | 1604 | 16.1305 |
200, 80, 200 | 39 | 0.7021 | 38 | 0.6241 | 531 | 7.8664 | 459 | 6.9108 |
200, 80, 400 | 21 | 0.5096 | 41 | 0.9568 | 299 | 11.5416 | 348 | 7.3581 |
400, 80, 200 | 41 | 1.0451 | 22 | 0.4941 | 415 | 8.7829 | 361 | 7.8676 |