Research Article

Computing Weighted Analytic Center for Linear Matrix Inequalities Using Infeasible Newton’s Method

Table 3

Infeasible Newton’s versus Standard Newton’s methods using weights .

Problem Inf. Newton
1st feas. point
iter.
Inf. Newton
1st feas. point
time (sec)
Inf. Newton iter.Inf. Newton
time (sec)
St. Newton
iter.
St. Newton
time (sec)

1 1 0.0115 3 0.0068 3 0.0059
2 2 0.0327 4 0.0188 3 0.0177
3 1 0.0318 9 0.0271 10 0.0180
4 2 0.0230 3 0.0114 3 0.0249
5 1 0.0250 4 0.0180 4 0.0239
6 1 0.0348 4 0.0248 4 0.0355
7 1 0.0271 5 0.0206 7 0.0247
8 1 0.0284 4 0.0202 3 0.0170
9 1 0.0215 4 0.0145 3 0.0224
10 1 0.0641 6 0.0532 8 0.0520
11 1 0.0451 3 0.0311 3 0.0207
12 20.0460 3 0.0237 3 0.0461
13 2 0.0555 4 0.0268 6 0.3949
14 13 0.1481 4 0.0302 6 0.8056
15 1 0.0805 5 0.0629 3 0.0330
16 2 0.0599 4 0.0339 7 0.2742
17 2 0.0370 3 0.0185 3 0.0508
18 2 0.0184 3 0.0088 4 0.0569
19 3 0.0933 4 0.0390 3 0.4423
20 1 0.0196 4 0.0134 7 0.0665
21 12 0.2080 4 0.0463 5 0.7110
22 2 0.1079 4 0.0659 3 0.2002
23 1 0.0276 4 0.0196 3 0.0164
24 4 0.0281 4 0.0123 6 0.0616
25 2 0.0553 3 0.0286 3 0.0217
26 13 0.1980 3 0.0303 3 0.3295
27 3 0.1791 2 0.0902 2 1.6525
28 3 0.0612 3 0.0262 3 0.0567
29 1 0.0102
30 2 0.0275 4 0.0157 3 0.0140
31 1 0.0359 3 0.0231 3 0.0210
32 2 0.0431 3 0.0212 2 0.0264
33 4 0.0573 4 0.0240 6 0.0543
34 2 0.0992 4 0.0550 4 0.7863
35 13 0.1795 4 0.0367 6 0.8997