Table 13.
Statistical analysis of algorithms.
| m | GA | PSO | SHO | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Best | Worst | Std | Best | Worst | Std | Best | Worst | Std | |
| 0.1 | 6.49E+02 | 6.50E+04 | 1.17E+02 | 2.18E+02 | 8.39E+04 | 0.00E+00 | 2.18E+02 | 1.22E+05 | 2.14E–12 |
| 0.2 | 2.81E+02 | 7.23E+04 | 4.60E+02 | 7.66E+01 | 1.14E+05 | 4.47E+04 | 7.66E+01 | 1.28E+05 | 2.13E–01 |
| 0.3 | 2.76E+02 | 4.43E+04 | 3.16E+02 | 6.09E+01 | 5.80E+04 | 1.28E–14 | 6.09E+01 | 4.70E+04 | 4.57E+00 |
| 0.4 | 3.92E+01 | 4.05E+04 | 1.18E+02 | 4.26E+00 | 1.03E+05 | 4.47E+04 | 3.95E+00 | 1.01E+05 | 3.77E+01 |
| 0.5 | 7.41E+01 | 4.11E+04 | 1.12E+02 | 8.30E+00 | 1.01E+05 | 1.92E–06 | 8.32E+00 | 1.05E+05 | 5.50E+01 |
| 0.6 | 1.15E+02 | 2.41E+04 | 1.07E+02 | 4.31E–29 | 2.45E+04 | 3.88E–06 | 4.31E–29 | 2.45E+04 | 3.88E–06 |
| 0.7 | 4.21E+01 | 1.41E+04 | 1.29E+02 | 3.66E–29 | 3.00E+04 | 5.09E–01 | 3.66E–29 | 3.00E+04 | 5.09E–01 |
| 0.8 | 7.55E+01 | 1.00E+05 | 8.43E+01 | 6.51E–30 | 3.62E+04 | 6.07E+00 | 6.51E–30 | 3.62E+04 | 6.07E+00 |
| 0.9 | 3.57E+01 | 8.09E+03 | 2.99E+01 | 1.19E–01 | 1.61E+04 | 1.07E+01 | 1.19E–01 | 1.61E+04 | 1.07E+01 |
| 1.0 | 8.02E+01 | 1.00E+05 | 1.73E+02 | 4.26E–29 | 1.01E+05 | 0.00E+00 | 4.26E–29 | 1.01E+05 | 0.00E+00 |