Research Article

Multidepot UAV Routing Problem with Weapon Configuration and Time Window

Table 6

Experimental results for instances with 20 targets.

No.Initial solutionFinal solution Time 
(s)
Impro.
(%)
Invoked percentages of neighborhood structures 
(%)
EDTRCWRRNWRCWRWW

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
329.95 × 1067.86 × 10629.4820.9513.8523.2719.5516.1910.3616.79
339.52 × 1067.53 × 10630.9920.8616.8125.7919.0617.3111.479.56
349.83 × 1068.07 × 10622.9517.9415.1121.0525.0317.8411.969.00
359.09 × 1067.28 × 10627.3919.8212.1121.1525.3411.459.8320.12
369.12 × 1067.77 × 10627.2714.7215.2622.5325.2816.0914.206.63
371.01 × 1078.76 × 10625.8113.7915.4923.8122.0710.5211.4916.63
389.84 × 1068.20 × 10630.6716.7318.6322.1522.0617.508.8310.83
398.89 × 1068.01 × 10627.869.9613.6527.0422.0416.3310.3610.59
408.47 × 1067.29 × 10627.5713.9015.9622.0422.9516.1811.3911.48

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
421.29 × 1079.79 × 10624.0924.3116.9222.5125.3817.2213.604.38
431.33 × 1079.34 × 10622.8930.0918.4623.4112.8015.2117.7912.34
441.33 × 1078.26 × 10623.5038.2816.9718.4424.6716.0711.2912.57
451.19 × 1079.12 × 10626.7623.5216.0722.2923.0912.1611.5414.85
461.10 × 1078.50 × 10630.7423.0718.2619.2125.6916.1512.178.50
471.27 × 1078.56 × 10625.0332.6616.3821.7721.9317.1113.049.77
481.26 × 1071.01 × 10724.8020.7414.4926.7422.6914.2411.999.85
491.18 × 1078.49 × 10626.0828.5718.5727.7722.5013.3314.573.26
501.32 × 1078.94 × 10624.5432.5216.1526.9320.0911.5211.4413.87

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
521.52 × 1079.48 × 10630.5437.8918.0625.9724.028.0015.448.52
531.45 × 1071.01 × 10724.0730.0316.6426.9822.4114.0111.488.49
541.37 × 1078.37 × 10627.0839.0416.7226.5921.1112.0112.2111.36
551.45 × 1079.05 × 10626.8237.5414.9424.4620.838.3113.1518.31
561.44 × 1079.57 × 10627.7733.4817.1624.7623.4410.9117.256.49
571.57 × 1078.84 × 10622.6143.8217.9125.2617.049.1711.6019.03
581.52 × 1077.09 × 10629.8553.4815.5527.1218.3317.3110.0111.69
591.52 × 1079.34 × 10624.1938.5518.1026.6823.029.7112.699.80
601.57 × 1071.01 × 10730.5735.8218.2223.9817.409.4810.6720.27

Average26.8127.24