Table 4.
The p-value of the Wilcoxon rank-sum test at a 5% significance level for the AI-GPSed optimizer compared to the four traditional methods over 50 runs.
| Load (MW) | Losses | ANN-GA versus GA | ANN-PSO versus PSO | ANN-TLBO versus TLBO | ANN-AGTO versus AGTO | ||||
|---|---|---|---|---|---|---|---|---|---|
| p-value | R | p-value | R | p-value | R | p-value | R | ||
| 700 | Without | 1.77636E-15 | + | 1.77636E-15 | + | 1.77636E-15 | + | 5.32907E-15 | + |
| 700 | With | 1.77636E-15 | + | 1.77636E-15 | + | 1.77636E-15 | + | 3.55271E-15 | + |
| 1000 | Without | 1.77636E-15 | + | 1.77636E-15 | + | 1.77636E-15 | + | 1.77636E-15 | + |
| 1000 | With | 1.77636E-15 | + | 1.77636E-15 | + | 1.77636E-15 | + | 1.77636E-15 | + |