Research Article
A Db-Scan Binarization Algorithm Applied to Matrix Covering Problems
Table 5
Comparison between
- and
k-
operators.
| Instance | Best known | k- | - | k- | - | Best | Avg | Time | Best | Avg | Time | Best | Avg | Time | Best | Avg | Time (s) |
| E.1 | 29 | 29 | 29.2 | 17.1 | 29 | 29.0 | 13.4 | 29 | 29.1 | 18.1 | 29 | 29.0 | 12.1 | E.2 | 30 | 30 | 30.1 | 18.1 | 30 | 30.1 | 13.7 | 30 | 30.2 | 17.9 | 30 | 30.2 | 11.8 | E.3 | 27 | 27 | 27.6 | 16.8 | 27 | 27.5 | 14.1 | 27 | 27.1 | 19.1 | 27 | 27.3 | 12.9 | E.4 | 28 | 28 | 28.3 | 17.3 | 28 | 28.1 | 12.9 | 28 | 28.2 | 16.4 | 28 | 28.0 | 11.5 | E.5 | 28 | 28 | 28.6 | 17.9 | 28 | 28.3 | 13.2 | 28 | 28.2 | 16.9 | 28 | 28.0 | 11.4 |
| F.1 | 14 | 14 | 14.1 | 17.5 | 14 | 14.1 | 12.8 | 14 | 14.1 | 19.1 | 14 | 14.0 | 12.7 | F.2 | 15 | 15 | 15.4 | 18.1 | 15 | 15.4 | 13.5 | 15 | 15.3 | 17.2 | 15 | 15.2 | 13.1 | F.3 | 14 | 14 | 14.5 | 18.4 | 14 | 14.4 | 13.7 | 14 | 14.2 | 17.3 | 14 | 14.1 | 12.6 | F.4 | 14 | 14 | 14.1 | 17.3 | 14 | 14.1 | 13.1 | 14 | 14.3 | 17.7 | 14 | 14.0 | 12.9 | F.5 | 13 | 13 | 13.3 | 17.8 | 13 | 13.4 | 13.4 | 13 | 13.0 | 18.1 | 13 | 13.2 | 13.2 |
| G.1 | 176 | 176 | 176.5 | 98.5 | 176 | 176.8 | 81.3 | 176 | 176.8 | 102.7 | 176 | 177.1 | 73.1 | G.2 | 154 | 156 | 157.1 | 95.5 | 156 | 156.8 | 77.4 | 156 | 156.9 | 96.5 | 156 | 156.6 | 72.6 | G.3 | 166 | 168 | 168.6 | 93.4 | 168 | 168.9 | 79.8 | 169 | 169.7 | 99.1 | 168 | 168.4 | 70.3 | G.4 | 168 | 169 | 170.4 | 103.2 | 169 | 170.1 | 78.1 | 169 | 169.4 | 97.4 | 169 | 169.7 | 68.9 | G.5 | 168 | 168 | 170.0 | 101.8 | 169 | 169.6 | 81.2 | 168 | 168.4 | 96.3 | 168 | 168.2 | 72.1 |
| H.1 | 63 | 64 | 64.7 | 99.7 | 64 | 64.5 | 74.2 | 63 | 63.6 | 101.3 | 64 | 64.8 | 65.3 | H.2 | 63 | 63 | 63.5 | 101.2 | 64 | 64.3 | 73.2 | 64 | 64.5 | 99.8 | 63 | 63.6 | 68.1 | H.3 | 59 | 60 | 60.3 | 96.6 | 60 | 60.4 | 72.1 | 60 | 60.8 | 97.4 | 60 | 60.9 | 69.7 | H.4 | 58 | 59 | 59.7 | 97.3 | 59 | 59.8 | 76.5 | 59 | 59.7 | 99.5 | 59 | 59.2 | 70.3 | H.5 | 55 | 55 | 55.3 | 98.2 | 55 | 55.2 | 74.6 | 55 | 55.4 | 95.1 | 55 | 55.2 | 69.3 |
| Average | 67.1 | 67.5 | 68.07 | 58.09 | 67.6 | 68.04 | 45.11 | 67.55 | 67.94 | 58.14 | 67.5 | 67.84 | 41.2 | Wilcoxon | | 0.16 | 0.42 | | | | | 0.56 | 0.21 | | | | |
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