Research Article
Multidepot UAV Routing Problem with Weapon Configuration and Time Window
Table 6
Experimental results for instances with 20 targets.
| | No. | Initial solution | Final solution | Time (s) | Impro. (%) | Invoked percentages of neighborhood structures (%) | ED | TRC | WR | RNW | RCW | RWW |
| 4 hanging points and load of 600 kg | 31 | 9.29 × 106 | 7.99 × 106 | 25.08 | 14.06 | 14.96 | 19.45 | 22.51 | 13.57 | 12.61 | 16.89 | 32 | 9.95 × 106 | 7.86 × 106 | 29.48 | 20.95 | 13.85 | 23.27 | 19.55 | 16.19 | 10.36 | 16.79 | 33 | 9.52 × 106 | 7.53 × 106 | 30.99 | 20.86 | 16.81 | 25.79 | 19.06 | 17.31 | 11.47 | 9.56 | 34 | 9.83 × 106 | 8.07 × 106 | 22.95 | 17.94 | 15.11 | 21.05 | 25.03 | 17.84 | 11.96 | 9.00 | 35 | 9.09 × 106 | 7.28 × 106 | 27.39 | 19.82 | 12.11 | 21.15 | 25.34 | 11.45 | 9.83 | 20.12 | 36 | 9.12 × 106 | 7.77 × 106 | 27.27 | 14.72 | 15.26 | 22.53 | 25.28 | 16.09 | 14.20 | 6.63 | 37 | 1.01 × 107 | 8.76 × 106 | 25.81 | 13.79 | 15.49 | 23.81 | 22.07 | 10.52 | 11.49 | 16.63 | 38 | 9.84 × 106 | 8.20 × 106 | 30.67 | 16.73 | 18.63 | 22.15 | 22.06 | 17.50 | 8.83 | 10.83 | 39 | 8.89 × 106 | 8.01 × 106 | 27.86 | 9.96 | 13.65 | 27.04 | 22.04 | 16.33 | 10.36 | 10.59 | 40 | 8.47 × 106 | 7.29 × 106 | 27.57 | 13.90 | 15.96 | 22.04 | 22.95 | 16.18 | 11.39 | 11.48 |
| 6 hanging points and load of 900 kg | 41 | 1.20 × 107 | 9.60 × 106 | 30.70 | 20.60 | 11.62 | 27.00 | 18.25 | 17.18 | 11.49 | 14.46 | 42 | 1.29 × 107 | 9.79 × 106 | 24.09 | 24.31 | 16.92 | 22.51 | 25.38 | 17.22 | 13.60 | 4.38 | 43 | 1.33 × 107 | 9.34 × 106 | 22.89 | 30.09 | 18.46 | 23.41 | 12.80 | 15.21 | 17.79 | 12.34 | 44 | 1.33 × 107 | 8.26 × 106 | 23.50 | 38.28 | 16.97 | 18.44 | 24.67 | 16.07 | 11.29 | 12.57 | 45 | 1.19 × 107 | 9.12 × 106 | 26.76 | 23.52 | 16.07 | 22.29 | 23.09 | 12.16 | 11.54 | 14.85 | 46 | 1.10 × 107 | 8.50 × 106 | 30.74 | 23.07 | 18.26 | 19.21 | 25.69 | 16.15 | 12.17 | 8.50 | 47 | 1.27 × 107 | 8.56 × 106 | 25.03 | 32.66 | 16.38 | 21.77 | 21.93 | 17.11 | 13.04 | 9.77 | 48 | 1.26 × 107 | 1.01 × 107 | 24.80 | 20.74 | 14.49 | 26.74 | 22.69 | 14.24 | 11.99 | 9.85 | 49 | 1.18 × 107 | 8.49 × 106 | 26.08 | 28.57 | 18.57 | 27.77 | 22.50 | 13.33 | 14.57 | 3.26 | 50 | 1.32 × 107 | 8.94 × 106 | 24.54 | 32.52 | 16.15 | 26.93 | 20.09 | 11.52 | 11.44 | 13.87 |
| 8 hanging points and load of 1200 kg | 51 | 1.43 × 107 | 9.95 × 106 | 26.52 | 30.51 | 15.49 | 25.87 | 21.20 | 11.28 | 11.92 | 14.24 | 52 | 1.52 × 107 | 9.48 × 106 | 30.54 | 37.89 | 18.06 | 25.97 | 24.02 | 8.00 | 15.44 | 8.52 | 53 | 1.45 × 107 | 1.01 × 107 | 24.07 | 30.03 | 16.64 | 26.98 | 22.41 | 14.01 | 11.48 | 8.49 | 54 | 1.37 × 107 | 8.37 × 106 | 27.08 | 39.04 | 16.72 | 26.59 | 21.11 | 12.01 | 12.21 | 11.36 | 55 | 1.45 × 107 | 9.05 × 106 | 26.82 | 37.54 | 14.94 | 24.46 | 20.83 | 8.31 | 13.15 | 18.31 | 56 | 1.44 × 107 | 9.57 × 106 | 27.77 | 33.48 | 17.16 | 24.76 | 23.44 | 10.91 | 17.25 | 6.49 | 57 | 1.57 × 107 | 8.84 × 106 | 22.61 | 43.82 | 17.91 | 25.26 | 17.04 | 9.17 | 11.60 | 19.03 | 58 | 1.52 × 107 | 7.09 × 106 | 29.85 | 53.48 | 15.55 | 27.12 | 18.33 | 17.31 | 10.01 | 11.69 | 59 | 1.52 × 107 | 9.34 × 106 | 24.19 | 38.55 | 18.10 | 26.68 | 23.02 | 9.71 | 12.69 | 9.80 | 60 | 1.57 × 107 | 1.01 × 107 | 30.57 | 35.82 | 18.22 | 23.98 | 17.40 | 9.48 | 10.67 | 20.27 |
| Average | | 26.81 | 27.24 | |
|
|