Table 2.
Minimization results for BPSO, BQPSO, and SOGA.
| Function | Algorithm | The best | Mean | SD | The worst | Median |
|---|---|---|---|---|---|---|
| F 1 | BPSO | 65.1674 | 278.1128 | 160.0441 | 702.2221 | 244.4259 |
| BQPSO | 1.4096 | 3.3647 | 1.4272 | 6.5327 | 3.1107 | |
| SOGA | 7.4510e − 05 | 1.6641e − 04 | 4.8945e − 04 | 0.0028 | 7.4510e − 05 | |
|
| ||||||
| F 2 | BPSO | 1.5918 | 3.0268 | 0.9300 | 5.3401 | 2.9463 |
| BQPSO | 0.2155 | 0.4080 | 0.1226 | 0.7025 | 0.4025 | |
| SOGA | 0.0024 | 0.0026 | 0.0005 | 0.0049 | 0.0024 | |
|
| ||||||
| F 3 | BPSO | 121.8395 | 1171.3480 | 911.2165 | 3261.0044 | 860.7055 |
| BQPSO | 8.2112 | 30.8752 | 25.8621 | 120.6034 | 21.4084 | |
| SOGA | 263.9170 | 1919.6076 | 1078.9650 | 3782.1623 | 2175.0068 | |
|
| ||||||
| F 4 | BPSO | 56 | 312.7667 | 248.9619 | 1154 | 250.5 |
| BQPSO | 1 | 4.8667 | 2.4174 | 11 | 5 | |
| SOGA | 0 | 0.1000 | 0.4026 | 2 | 0 | |
|
| ||||||
| F 5 | BPSO | 9.0243 | 16.3089 | 5.5677 | 27.5491 | 14.3406 |
| BQPSO | 0.9430 | 1.8437 | 0.5141 | 3.3296 | 1.8342 | |
| SOGA | 0.0031 | 0.2228 | 0.6241 | 3.1281 | 0.0275 | |
|
| ||||||
| F 6 | BPSO | −77.5179 | −74.5146 | 1.8144 | −70.6644 | −74.5941 |
| BQPSO | −72.7114 | −69.3385 | 1.7327 | −66.4601 | −68.9703 | |
| SOGA | −77.7357 | −76.2789 | 0.6355 | −75.1676 | −76.2048 | |
|
| ||||||
| F 7 | BPSO | −3136.9403 | −2724.3377 | 194.8185 | −2263.5189 | −2752.3562 |
| BQPSO | −1810.3356 | −1498.0555 | 157.2211 | −1272.7048 | −1454.7974 | |
| SOGA | −3248.4725 | −2913.3245 | 218.1944 | −2467.9053 | −2952.6730 | |
|
| ||||||
| F 8 | BPSO | 4.5456 | 7.6315 | 2.0230 | 15.5215 | 7.8838 |
| BQPSO | 0.9446 | 1.9230 | 0.3842 | 2.5818 | 1.9273 | |
| SOGA | 0.0040 | 1.3614 | 1.1703 | 3.1276 | 1.8407 | |
|
| ||||||
| F 9 | BPSO | 2.6925 | 12.6817 | 7.3535 | 31.3502 | 10.9785 |
| BQPSO | 0.7294 | 1.7635 | 0.5748 | 2.9455 | 1.7687 | |
| SOGA | 0.0742 | 1.4639 | 1.4386 | 5.2594 | 0.9397 | |
|
| ||||||
| F 10 | BPSO | 1.5798 | 3.6606 | 1.5582 | 7.7680 | 3.4519 |
| BQPSO | 0.3552 | 0.8360 | 0.2063 | 1.1561 | 0.8923 | |
| SOGA | 0.0546 | 0.3702 | 0.1933 | 0.6738 | 0.4183 | |