Research Article
The Improved Ant Colony Optimization Algorithm for MLP considering the Advantage from Relationship
Table 3
Critical iterations of improved ACO algorithm under local polar coordinate systems.
| Generations | | | | | | | | | | | | | | | | | |
| 100 | 29.07 | 9.01 | 11.51 | 11.37 | 15.17 | 11.19 | 15.33 | 6.10 | 21282 | 0.08 | 1.15 | 0.92 | 0.58 | 0.01 | 1.85 | 0.98 | 1.57 | 200 | 8.89 | 21.62 | 12.18 | 27.02 | 8.09 | 8.38 | 9.82 | 9.05 | 26883 | 0.05 | 0.05 | 0.44 | 1.01 | 1.32 | 1.86 | 0.31 | 1.94 | 600 | 31.01 | 9.01 | 6.72 | 9.23 | 11.27 | 12.19 | 12.12 | 7.41 | 20012 | 0.08 | 1.27 | 0.81 | 0.37 | 1.15 | 0.75 | 0.03 | 1.26 | 750 | 31.22 | 10.01 | 6.51 | 9.10 | 11.26 | 12.19 | 12.12 | 12.40 | 18839 | 0.12 | 1.38 | 0.81 | 0.37 | 1.16 | 0.74 | 1.93 | 1.47 | 800 | 28.81 | 9.01 | 5.92 | 8.30 | 11.27 | 15.09 | 12.12 | 7.40 | 13454 | 0.12 | 1.17 | 0.81 | 0.27 | 1.66 | 0.78 | 0.03 | 1.28 | 850 | 28.07 | 9.00 | 6.51 | 8.37 | 8.17 | 11.19 | 9.33 | 6.40 | 12542 | 0.08 | 1.15 | 0.82 | 0.28 | 1.65 | 0.85 | 0.13 | 1.27 | 916 | 28.81 | 9.01 | 5.92 | 8.30 | 9.27 | 12.09 | 9.12 | 6.41 | 11768 | 0.12 | 1.17 | 0.81 | 0.27 | 1.67 | 0.86 | 0.03 | 1.27 |
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