Table 13 Complexity analyses bases on values of MET, MGen and MFE indices
Index | Methods | Problem-1 | Problem-2 | Problem-3 | Problem-4 | Problem-5 | Problem-6 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean | STD | Mean | STD | Mean | STD | Mean | STD | Mean | STD | Mean | STD | ||
MET | GA-SQP-1 | 40.38 | 8.17 | 14.78 | 1.78 | 29.62 | 7.20 | 16.02 | 10.40 | 11.95 | 4.36 | 15.06 | 2.88 |
GA-SQP-2 | 37.56 | 9.12 | 13.93 | 2.01 | 28.05 | 6.62 | 15.47 | 10.40 | 11.57 | 5.08 | 13.91 | 3.41 | |
GA-SQP-3 | 38.85 | 6.90 | 14.64 | 1.78 | 30.29 | 7.34 | 19.16 | 10.91 | 11.90 | 3.75 | 14.55 | 3.28 | |
GA-SQP-4 | 36.41 | 8.30 | 13.39 | 1.40 | 28.78 | 7.20 | 21.22 | 11.01 | 10.82 | 3.25 | 14.01 | 3.34 | |
GA-SQP-5 | 39.46 | 7.29 | 14.51 | 1.47 | 29.47 | 7.96 | 17.43 | 11.33 | 11.95 | 2.78 | 14.93 | 3.41 | |
GA-SQP-6 | 38.76 | 8.04 | 13.69 | 1.39 | 29.53 | 7.82 | 13.49 | 9.75 | 11.42 | 3.98 | 14.18 | 3.35 | |
GA-SQP-7 | 37.73 | 8.70 | 14.15 | 1.24 | 29.91 | 7.40 | 19.66 | 11.45 | 11.65 | 3.57 | 14.05 | 4.05 | |
GA-SQP-8 | 37.83 | 6.20 | 13.65 | 1.37 | 29.01 | 7.55 | 20.86 | 10.75 | 10.81 | 2.33 | 13.56 | 3.91 | |
GA-SQP-9 | 38.22 | 8.21 | 14.40 | 1.30 | 29.91 | 6.22 | 18.27 | 10.80 | 11.71 | 1.93 | 14.61 | 3.68 | |
GA-SQP-10 | 37.19 | 7.97 | 13.58 | 1.43 | 27.72 | 7.11 | 15.66 | 10.26 | 10.72 | 1.46 | 14.24 | 2.90 | |
GA-SQP-11 | 38.78 | 7.20 | 14.24 | 1.50 | 30.17 | 6.69 | 19.79 | 10.52 | 11.53 | 1.39 | 13.92 | 4.20 | |
GA-SQP-12 | 37.36 | 8.11 | 13.41 | 1.10 | 27.44 | 7.77 | 20.20 | 10.01 | 10.52 | 1.77 | 13.86 | 4.10 | |
MGen | GA-SQP-1 | 700.00 | 0.00 | 700.00 | 0.00 | 700.00 | 0.00 | 524.91 | 226.38 | 678.62 | 87.58 | 690.43 | 67.33 |
GA-SQP-2 | 688.02 | 55.52 | 700.00 | 0.00 | 700.00 | 0.00 | 545.94 | 216.72 | 675.43 | 91.49 | 681.12 | 92.96 | |
GA-SQP-3 | 700.00 | 0.00 | 700.00 | 0.00 | 700.00 | 0.00 | 569.84 | 205.48 | 692.09 | 46.80 | 685.70 | 81.72 | |
GA-SQP-4 | 689.25 | 60.24 | 700.00 | 0.00 | 700.00 | 0.00 | 600.45 | 196.65 | 684.31 | 77.29 | 685.67 | 81.89 | |
GA-SQP-5 | 700.00 | 0.00 | 700.00 | 0.00 | 700.00 | 0.00 | 531.36 | 225.23 | 687.77 | 61.83 | 685.60 | 82.30 | |
GA-SQP-6 | 698.12 | 14.82 | 700.00 | 0.00 | 700.00 | 0.00 | 520.02 | 219.69 | 692.68 | 46.07 | 681.01 | 93.51 | |
GA-SQP-7 | 692.11 | 47.15 | 700.00 | 0.00 | 700.00 | 0.00 | 573.73 | 207.36 | 690.56 | 57.97 | 662.04 | 129.39 | |
GA-SQP-8 | 696.99 | 21.62 | 700.00 | 0.00 | 700.00 | 0.00 | 601.21 | 199.05 | 690.94 | 53.13 | 666.38 | 123.16 | |
GA-SQP-9 | 691.12 | 55.98 | 700.00 | 0.00 | 700.00 | 0.00 | 572.49 | 203.69 | 691.35 | 51.01 | 671.41 | 113.74 | |
GA-SQP-10 | 689.80 | 56.05 | 700.00 | 0.00 | 700.00 | 0.00 | 562.31 | 204.86 | 680.02 | 81.30 | 690.43 | 67.33 | |
GA-SQP-11 | 693.74 | 32.13 | 700.00 | 0.00 | 700.00 | 0.00 | 584.84 | 198.30 | 694.01 | 44.06 | 657.35 | 136.31 | |
GA-SQP-12 | 693.01 | 46.41 | 700.00 | 0.00 | 695.42 | 45.80 | 616.24 | 181.66 | 683.73 | 74.37 | 671.48 | 113.46 | |
MFE | GA-SQP-1 | 39,020.3 | 4583.9 | 19,219.8 | 735.9 | 28,524.5 | 5397.6 | 524.9 | 226.4 | 16,724.1 | 4258.6 | 17,196.8 | 2364.9 |
GA-SQP-2 | 38,348.1 | 6811.0 | 19,294.1 | 664.4 | 27,864.8 | 5441.3 | 545.9 | 216.7 | 17,137.5 | 4800.8 | 16,761.1 | 2743.6 | |
GA-SQP-3 | 39,021.7 | 4804.0 | 19,289.2 | 665.3 | 29,239.5 | 5831.6 | 569.8 | 205.5 | 16,904.5 | 3431.6 | 16,822.9 | 2647.3 | |
GA-SQP-4 | 37,477.2 | 6766.0 | 19,196.5 | 661.6 | 28,629.6 | 5892.8 | 600.5 | 196.7 | 16,610.1 | 2962.0 | 17,050.3 | 2696.2 | |
GA-SQP-5 | 39,290.2 | 5371.4 | 19,156.5 | 653.5 | 28,136.2 | 6134.7 | 531.4 | 225.2 | 16,757.3 | 2599.1 | 16,970.1 | 2803.3 | |
GA-SQP-6 | 39,251.0 | 5897.7 | 19,160.5 | 827.9 | 28,799.1 | 5729.5 | 520.0 | 219.7 | 17,034.3 | 3742.2 | 16,995.2 | 2846.3 | |
GA-SQP-7 | 37,769.2 | 6040.8 | 19,094.9 | 730.1 | 28,841.3 | 6029.7 | 573.7 | 207.4 | 16,724.7 | 3446.3 | 16,334.1 | 3528.9 | |
GA-SQP-8 | 38,841.6 | 4595.0 | 19,286.5 | 690.5 | 28,691.3 | 5951.9 | 601.2 | 199.1 | 16,677.9 | 2319.0 | 16,618.2 | 3435.4 | |
GA-SQP-9 | 38,365.0 | 6084.0 | 19,193.7 | 663.1 | 28,931.8 | 5356.7 | 572.5 | 203.7 | 16,625.9 | 1585.1 | 16,800.0 | 3224.3 | |
GA-SQP-10 | 38,162.1 | 6281.8 | 19,169.2 | 808.3 | 27,466.8 | 5276.7 | 562.3 | 204.9 | 16,413.2 | 1426.7 | 17,200.7 | 2398.4 | |
GA-SQP-11 | 39,193.2 | 5735.7 | 19,145.4 | 700.8 | 29,093.3 | 5505.6 | 584.8 | 198.3 | 16,541.6 | 924.1 | 16,258.2 | 3736.0 | |
GA-SQP-12 | 38,164.5 | 6395.4 | 19,270.1 | 751.2 | 27,210.9 | 6193.7 | 616.2 | 181.7 | 16,354.8 | 1774.4 | 16,844.8 | 3260.3 | |