Research Article
Research on Dynamic Weapon Target Assignment Based on Cross-Entropy
Table 8
Comparative results of CE, GA, PSO, and MC methods with respect to the index CT (s).
| No. | Method | Scenario 1 | Scenario 2 | Scenario 3 | Scenario 4 |
| 1 | CE | 0.51 | 0.26 | 0.13 | 0.14 | GA | 6.78 | 2.59 | 1.23 | 1.22 | PSO | 3.81 | 2.68 | 1.31 | 1.32 | MC | 24.66 | 18.16 | 8.67 | 8.79 |
| 2 | CE | 0.97 | 0.62 | 0.21 | 0.21 | GA | 8.06 | 5.42 | 1.42 | 1.41 | PSO | 7.65 | 5.49 | 1.79 | 1.8 | MC | 50 | 46.97 | 11 | 11.03 |
| 3 | CE | 1.43 | 1.02 | 0.53 | 0.54 | GA | 10.8 | 5.94 | 2.88 | 2.93 | PSO | 9.52 | 7.46 | 3.83 | 3.95 | MC | 59.57 | 51.65 | 21.77 | 22.46 |
| 4 | CE | 2.73 | 1.76 | 0.78 | 0.75 | GA | 15.23 | 11.87 | 3.47 | 3.46 | PSO | 19.95 | 15.84 | 5.02 | 5.01 | MC | 135.52 | 121.49 | 28.22 | 28.2 |
| 5 | CE | 2.85 | 3.05 | 1.50 | 1.52 | GA | 18.48 | 13.48 | 6.03 | 6.02 | PSO | 24.56 | 19.56 | 8.69 | 8.7 | MC | 156.1 | 159.42 | 48.71 | 48.96 |
| 6 | CE | 5.83 | 4.08 | 2.04 | 2 | GA | 26.78 | 23.31 | 7.34 | 7.26 | PSO | 34.34 | 34.72 | 11.31 | 11.11 | MC | 261.23 | 260.37 | 62.43 | 62.31 |
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