Table 3.
Standard deviation test results 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 | 0.008406122 | 77.53660728 | 0.00603261 | 0.392228425 | 0.002779971 | 0.069864714 | 0.019156636 | 5.712028154 |
| 700 | With | 0.008526658 | 58.68352507 | 0.005043479 | 0.415736353 | 0.003014938 | 0.065972187 | 0.015604 | 2.466363396 |
| 1000 | Without | 0.00971797 | 80.03744099 | 0.006956166 | 0.70528246 | 0.002242319 | 0.126883354 | 0.010885655 | 2.640581902 |
| 1000 | With | 0.009355813 | 77.49626751 | 0.006108874 | 0.435187508 | 0.002529071 | 0.129731888 | 0.016911248 | 2.276456326 |