Table 25.
Comparison between BPSO and various well-know algorithms in terms of running time (in seconds).
| Dataset | Measure | BPSO1 | BHHO | BGSA | BWOA | BGWO | BBA | BALO | BMFO |
|---|---|---|---|---|---|---|---|---|---|
| all | AVG | 464.05 | 798.02 | 465.45 | 476.24 | 475.84 | 468.76 | 474.47 | 468.78 |
| STD | 4.862 | 9.414 | 4.992 | 4.813 | 5.720 | 5.622 | 7.119 | 6.179 | |
| caucasion | AVG | 368.14 | 613.92 | 376.20 | 378.73 | 377.41 | 376.77 | 375.30 | 374.28 |
| STD | 4.340 | 5.295 | 3.015 | 3.928 | 4.045 | 3.191 | 5.114 | 4.507 | |
| females | AVG | 245.75 | 401.38 | 248.90 | 248.18 | 249.38 | 250.27 | 247.90 | 247.08 |
| STD | 2.170 | 4.390 | 2.088 | 2.839 | 2.664 | 1.802 | 2.385 | 2.445 | |
| age > 50 | AVG | 266.88 | 441.47 | 267.54 | 272.05 | 272.21 | 269.97 | 269.77 | 269.41 |
| STD | 2.540 | 4.207 | 2.024 | 2.318 | 2.357 | 2.169 | 3.116 | 2.618 | |
| hispanic | AVG | 260.48 | 431.94 | 264.26 | 261.83 | 264.53 | 265.01 | 262.17 | 261.13 |
| STD | 2.950 | 4.529 | 1.983 | 2.527 | 2.019 | 3.110 | 2.884 | 1.943 | |
| age ≤ 50 | AVG | 261.38 | 429.46 | 266.24 | 263.29 | 266.10 | 265.21 | 262.29 | 262.48 |
| STD | 2.311 | 3.038 | 2.525 | 1.785 | 2.330 | 2.237 | 3.266 | 1.700 | |
| males | AVG | 382.68 | 409.66 | 250.95 | 249.72 | 251.26 | 255.21 | 249.02 | 249.54 |
| STD | 46.577 | 4.520 | 1.540 | 2.240 | 1.781 | 3.173 | 2.732 | 2.101 | |
| mean rank | F-test | 1.86 | 8.00 | 4.14 | 4.86 | 6.00 | 5.43 | 3.14 | 2.57 |