Table 5 The best values of AHA, AO, DA, DMOA, GBO, HGS, HHO, LFGOA, and MVO.
From: Enhancing grasshopper optimization algorithm (GOA) with levy flight for engineering applications
F | AHA | AO | DA | DMOA | GBO | HGS | HHO | LFGOA | MVO |
|---|---|---|---|---|---|---|---|---|---|
F1 | 5.27E-34 | 1.99E-39 | 4.47E-02 | 3.84E-02 | 7.49E-17 | 0.00E+00 | 6.22E-33 | 2.20E-11 | 1.20E-01 |
F2 | 4.34E-15 | 7.20E-20 | 5.21E-01 | 2.10E-02 | 1.20E-33 | 1.01E-26 | 2.72E-20 | 1.94E-31 | 8.16E-02 |
F3 | 3.32E-29 | 1.95E-39 | 1.20E+01 | 3.49E+02 | 1.61E-22 | 1.45E-38 | 4.74E-27 | 1.19E-12 | 2.91E-01 |
F4 | 2.48E-14 | 2.72E-20 | 3.99E+00 | 4.13E+00 | 2.63E+01 | 3.20E-28 | 2.25E-15 | 5.18E-07 | 1.64E-01 |
F5 | 2.87E+01 | 1.28E-04 | 1.01E+01 | 1.47E+02 | 1.05E-22 | 2.28E-02 | 4.26E-02 | 3.84E+00 | 5.99E+01 |
F6 | 0.00E+00 | 2.20E-06 | 1.52E+00 | 1.94E-02 | 2.02E-20 | 6.45E-06 | 3.88E-04 | 2.31E-01 | 1.19E-01 |
F7 | 3.63E-04 | 1.91E-04 | 7.03E-03 | 8.41E-03 | 2.18E+00 | 1.10E-04 | 7.29E-04 | 1.31E-04 | 3.82E-03 |
F8 | −7.51E+03 | −3.01E+03 | −2.51E+03 | −1.38E+14 | 2.25E-02 | −1.26E+04 | −1.26E+04 | −1.58E+03 | −2.57E+03 |
F9 | 0.00E+00 | 0.00E+00 | 1.64E+01 | 3.42E+01 | 3.82E-04 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 3.79E+01 |
F10 | 4.44E-15 | 8.88E-16 | 2.35E+00 | 5.68E-01 | 7.90E-14 | 8.88E-16 | 4.44E-15 | 1.45E-09 | 1.86E-01 |
F11 | 0.00E+00 | 0.00E+00 | 7.60E-01 | 7.01E-01 | 2.42E-13 | 0.00E+00 | 0.00E+00 | 3.51E-10 | 7.12E-01 |
F12 | 6.31E-02 | 4.23E-08 | 3.75E-01 | 2.46E-01 | 5.73E-01 | 3.19E-06 | 8.01E-06 | 9.23E-05 | 3.79E-03 |
F13 | 2.71E+00 | 7.88E-07 | 1.55E-02 | 1.51E-01 | 4.81E-01 | 1.92E-06 | 3.46E-05 | 1.97E-05 | 3.54E-02 |
F14 | 9.98E-01 | 2.98E+00 | 9.98E-01 | 9.98E-01 | 1.01E-14 | 9.98E-01 | 1.99E+00 | 9.98E-01 | 9.98E-01 |
F15 | 4.17E-04 | 4.87E-04 | 1.66E-03 | 1.06E-03 | 3.07E-04 | 7.78E-04 | 3.25E-04 | 1.31E-03 | 7.55E-04 |
F16 | −1.03E+00 | −1.03E+00 | −1.03E+00 | −1.03E+00 | −1.03E+00 | −1.03E+00 | −1.03E+00 | −1.03E+00 | −1.03E+00 |
F17 | 3.98E-01 | 3.98E-01 | 3.98E-01 | 3.98E-01 | 3.98E-01 | 3.98E-01 | 3.98E-01 | 3.98E-01 | 3.98E-01 |
F18 | 3.00E+00 | 3.02E+00 | 3.00E+00 | 3.00E+00 | 3.00E+00 | 3.00E+00 | 3.00E+00 | 3.00E+00 | 3.00E+00 |
F19 | −3.86E+00 | −3.85E+00 | −3.86E+00 | −3.86E+00 | −3.86E+00 | −3.86E+00 | −3.86E+00 | −3.59E+00 | −3.86E+00 |
F20 | −3.32E+00 | −3.08E+00 | −3.17E+00 | −3.32E+00 | −3.32E+00 | −3.32E+00 | −3.02E+00 | −3.32E+00 | −3.32E+00 |
F21 | −9.61E+00 | −1.02E+01 | −1.02E+01 | −1.02E+01 | −5.06E+00 | −1.02E+01 | −5.05E+00 | −5.06E+00 | −1.02E+01 |
F22 | −1.04E+01 | −1.04E+01 | −1.04E+01 | −1.04E+01 | −1.04E+01 | −1.04E+01 | −5.09E+00 | −5.09E+00 | −2.77E+00 |
F23 | −1.04E+01 | −1.05E+01 | −1.05E+01 | −1.05E+01 | −5.13E+00 | −1.05E+01 | −5.11E+00 | −5.13E+00 | −1.05E+01 |
