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Table 14 Comparative studies bases on values of global performance indices

From: Memetic computing through bio-inspired heuristics integration with sequential quadratic programming for nonlinear systems arising in different physical models

Methods MFit TMFit GMET GMGens GMFEs
Values STD Values STD Values STD Values STD Values STD
GA-1 5.59E−03 9.65E−03 7.55E−04 1.42E−03 3.18 0.20 199.86 0.34 5058.20 2380.43
GA-2 4.89E−03 6.52E−03 1.37E−03 2.29E−03 2.31 0.19 199.95 0.13 5058.28 2380.22
GA-3 8.31E−03 1.29E−02 1.85E−03 1.91E−03 2.91 0.18 200.00 0.00 5058.33 2380.09
GA-4 8.75E−03 1.39E−02 1.94E−03 2.65E−03 2.13 0.18 199.62 0.65 5054.67 2379.08
GA-5 4.38E−03 6.83E−03 6.95E−04 1.30E−03 3.16 0.17 199.82 0.44 5058.16 2380.52
GA-6 4.38E−03 5.55E−03 1.41E−03 2.34E−03 2.37 0.18 199.97 0.08 5058.30 2380.17
GA-7 8.18E−03 1.33E−02 1.53E−03 1.97E−03 2.98 0.17 199.98 0.04 5058.32 2380.13
GA-8 8.81E−03 1.36E−02 2.31E−03 3.21E−03 2.19 0.18 199.51 1.19 5057.85 2381.28
GA-9 6.36E−03 1.11E−02 7.73E−04 1.39E−03 3.11 0.18 200.00 0.00 5058.33 2380.09
GA-10 7.99E−03 1.30E−02 1.54E−03 2.37E−03 2.32 0.18 200.00 0.00 5058.33 2380.09
GA-11 1.36E−02 2.44E−02 2.68E−03 2.46E−03 2.93 0.19 200.00 0.00 5058.33 2380.09
GA-12 1.23E−02 2.13E−02 2.62E−03 3.16E−03 2.14 0.19 199.38 0.84 5045.19 2374.33
GA-SQP-1 3.08E−03 6.02E−03 5.11E−09 1.25E−08 18.12 11.06 465.80 69.13 15,143.54 11,238.70
GA-SQP-2 2.04E−03 3.48E−03 6.92E−09 1.69E−08 17.77 10.38 465.14 59.07 14,933.64 10,933.65
GA-SQP-3 1.15E−03 2.54E−03 1.04E−09 2.54E−09 18.65 10.68 474.61 51.65 15,249.61 11,335.91
GA-SQP-4 2.20E−03 5.11E−03 1.40E−09 3.44E−09 18.65 10.03 476.99 37.35 14,872.66 10,776.58
GA-SQP-5 2.01E−03 3.46E−03 6.83E−09 1.67E−08 18.14 10.82 467.63 66.56 15,082.10 11,289.61
GA-SQP-6 1.78E−03 2.83E−03 7.01E−09 1.72E−08 17.80 11.24 465.34 71.46 15,235.05 11,342.57
GA-SQP-7 1.72E−03 3.37E−03 1.96E−09 4.79E−09 18.21 10.41 469.76 49.04 14,831.32 10,948.08
GA-SQP-8 2.20E−03 4.21E−03 5.82E−09 1.42E−08 18.76 10.55 476.41 37.61 15,061.59 11,228.61
GA-SQP-9 3.86E−03 7.58E−03 5.66E−09 1.39E−08 18.08 10.52 471.06 49.41 15,023.15 11,113.62
GA-SQP-10 3.24E−03 6.05E−03 8.23E−09 2.02E−08 17.53 10.32 470.43 53.49 14,770.72 10,847.38
GA-SQP-11 2.29E−03 5.08E−03 1.46E−09 3.59E−09 18.48 10.82 471.66 45.47 15,077.75 11,445.12
GA-SQP-12 2.53E−03 4.86E−03 7.25E−09 1.78E−08 18.33 10.23 477.27 31.12 14,698.36 10,850.71