Table 5.
95% Confidence Interval test of the AI-GPSed optimizer compared to the four traditional methods over 50 runs.
| Load (MW) | Losses | ANN-GA | GA | ANN-PSO | PSO | ANN-TLBO | TLBO | ANN-AGTO | AGTO |
|---|---|---|---|---|---|---|---|---|---|
| 700 | Without | [56801.16, 56,801.17] | [56849.38, 56,893.45] | [56801.16, 56,801.17] | [56801.53, 56,801.76] | [56801.16, 56,801.17] | [56801.53, 56,801.76] | [56801.16, 56,801.17] | [56801.21, 56,804.46] |
| 700 | With | [58491.42, 58,491.43] | [58529.27, 58,562.63] | [58491.42, 58,491.43] | [58491.79, 58,492.01] | [58491.42, 58,491.43] | [58491.79, 58,492.01] | [58491.42, 58,491.43] | [58491.83, 58,493.24] |
| 1000 | Without | [90378.07, 90,378.08] | [90441.11, 90,486.60] | [90378.06, 90,378.07] | [90378.67, 90,379.07] | [90378.06, 90,378.07] | [90378.67, 90,379.07] | [90378.06, 90,378.07] | [90378.40, 90,379.90] |
| 1000 | With | [94826.31, 94,826.32] | [94899.78, 94,943.83] | [94826.30, 94,826.31] | [94826.81, 94,827.05] | [94826.30, 94,826.31] | [94826.81, 94,827.05] | [94826.31, 94,826.32] | [94826.93, 94,828.23] |