Table 9.
Average evaluation of proposed algorithm compared with other well-known optimization techniques.
| No. | PSO | EA | ABC | BA | ANSSA-BA | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Avg. evaluations | Std. Dev. | Avg. evaluations | Std. Dev. | Avg. evaluations | Std. Dev. | Avg. evaluations | Std. Dev. | Avg. evaluations | Std. Dev. | |
| 1 | 3,262 | 822 | 2,002 | 390 | 2,082 | 435 | 504 | 211 | 250,049 | 0 |
| 2 | 84,572 | 90,373 | 298,058 | 149,638 | 4,750 | 1,197 | 1,140 | 680 | 250,049 | 0 |
| 3 | 28,072 | 21,717 | 219,376 | 183,373 | 21,156 | 13,714 | 121,088 | 174,779 | 250,049 | 0 |
| 4 | 492,912 | 29,381 | 500,000 | 0 | 497,728 | 16,065 | 935,000 | 0 | 30,893.2 | 48,267.4 |
| 5 | 171,754 | 7,732 | 36,376 | 2,736 | 13,114 | 480 | 285,039 | 277,778 | 25,098.3 | 36,483.4 |
| 6 | 236,562 | 9,119 | 50,344 | 3,949 | 18,664 | 627 | 910,000 | 0 | 234,190.7 | 54.086.8 |
| 7 | 412,440 | 67,814 | 500,000 | 0 | 207,486 | 57,568 | 885,000 | 0 | 93,580 | 97,429.1 |
| 8 | 1,778 | 612 | 1,512 | 385 | 1,498 | 329 | 600 | 259 | 53,005.7 | 66,284.5 |
| 9 | 16,124 | 15,942 | 36,440 | 28,121 | 1,542 | 201 | 5,280 | 6,303 | 250,049 | 0 |
| 10 | 290,466 | 74,501 | 490,792 | 65,110 | 357,438 | 149,129 | 4,300,000 | 0 | 122,713.17 | 99,163.3 |