Table 1.
Experimental Results of BBO, BBO-EP and MTBBO on CEC2014 Benchmark.
| Fun | Item | BBO | BBO-EP | MTBBO |
|---|---|---|---|---|
| F1 | Min | 6.2770E+06 | 2.0654E+06 | 2.7712E+05 |
| Mean | 1.3915E+07 | 5.2787E+06 | 9.5158E+05 | |
| Median | 1.2998E+07 | 4.5628E+06 | 7.5741E+05 | |
| STD | 5.6907E+06 | 2.4820E+06 | 6.0452E+05 | |
| F2 | Min | 4.3809E+03 | 3.4642E+03 | 3.4908E+02 |
| Mean | 1.4757E+04 | 1.1885E+04 | 3.2182E+03 | |
| Median | 1.4349E+04 | 1.1369E+04 | 1.8839E+03 | |
| STD | 6.8686E+03 | 4.1480E+03 | 3.0363E+03 | |
| F3 | Min | 1.4003E+03 | 1.4003E+03 | 1.4002E+03 |
| Mean | 1.4005E+03 | 1.4004E+03 | 1.4003E+03 | |
| Median | 1.4004E+03 | 1.4004E+03 | 1.4003E+03 | |
| STD | 2.4567E−01 | 1.8716E−01 | 3.8149E−02 | |
| F4 | Min | 1.5143E+03 | 1.5151E+03 | 1.5078E+03 |
| Mean | 1.5256E+03 | 1.5260E+03 | 1.5168E+03 | |
| Median | 1.5244E+03 | 1.5241E+03 | 1.5160E+03 | |
| STD | 6.7787E+00 | 7.6171E+00 | 5.3862E+00 | |
| F5 | Min | 1.6847E+06 | 3.3400E+05 | 2.4812E+04 |
| Mean | 4.4889E+06 | 1.5499E+06 | 3.4019E+05 | |
| Median | 4.1148E+06 | 1.4566E+06 | 2.1782E+05 | |
| STD | 2.3226E+06 | 8.3385E+05 | 3.2738E+05 | |
| F6 | Min | 1.9221E+03 | 1.9174E+03 | 1.9108E+03 |
| Mean | 1.9507E+03 | 1.9195E+03 | 1.9155E+03 | |
| Median | 1.9465E+03 | 1.9192E+03 | 1.9156E+03 | |
| STD | 1.4230E+01 | 1.4798E+00 | 2.5134E+00 | |
| F7 | Min | 5.5132E+03 | 4.5715E+03 | 2.2905E+03 |
| Mean | 1.7698E+04 | 1.4706E+04 | 6.7526E+03 | |
| Median | 1.5233E+04 | 1.2871E+04 | 4.6224E+03 | |
| STD | 7.6960E+03 | 8.2104E+03 | 6.4113E+03 | |
| F8 | Min | 1.0547E+06 | 4.0301E+05 | 2.5053E+04 |
| Mean | 4.7210E+06 | 2.1493E+06 | 2.1726E+05 | |
| Median | 3.6827E+06 | 2.1358E+06 | 1.5151E+05 | |
| STD | 2.9399E+06 | 9.5448E+05 | 2.8995E+05 | |
| F9 | Min | 2.7004E+03 | 2.7003E+03 | 2.7003E+03 |
| Mean | 2.7472E+03 | 2.7327E+03 | 2.7005E+03 | |
| Median | 2.7007E+03 | 2.7006E+03 | 2.7005E+03 | |
| STD | 5.7614E+01 | 6.0570E+01 | 1.1179E−01 | |
| F10 | Min | 1.2787E+04 | 1.2688E+04 | 1.1365E+04 |
| Mean | 1.8686E+04 | 1.6709E+04 | 1.5014E+04 | |
| Median | 1.8453E+04 | 1.6804E+04 | 1.4848E+04 | |
| STD | 3.5709E+03 | 2.2759E+03 | 2.1685E+03 | |
| Number of best Mean | 0 | 0 | 10 | |