Table 5. Experimental Results with CEC2020, CEs of BBPSO and ETBBPSO.
Mean is the mean valut from 31 independent runs, STD is the standard deviation of the 31 runs.
| Function Number | Data Tpye | FBBPSO | BBPSO | ETBBPSO |
|---|---|---|---|---|
| f 1 | Mean | 3.002E+04 | 1.278E+04 | 1.778E+04 |
| Std | 3.915E+04 | 2.346E+04 | 3.322E+04 | |
| Rank | 3 | 1 | 2 | |
| f 2 | Mean | 5.768E+02 | 6.037E+02 | 5.568E+02 |
| Std | 2.124E+02 | 2.718E+02 | 2.086E+02 | |
| Rank | 2 | 3 | 1 | |
| f 3 | Mean | 4.746E+01 | 4.553E+01 | 4.348E+01 |
| Std | 9.161E+00 | 1.028E+01 | 1.141E+01 | |
| Rank | 3 | 2 | 1 | |
| f 4 | Mean | 2.238E+00 | 2.506E+00 | 2.473E+00 |
| Std | 1.021E-00 | 9.659E-01 | 8.925E-01 | |
| Rank | 1 | 3 | 2 | |
| f 5 | Mean | 9.121E+04 | 8.048E+04 | 7.323E+04 |
| Std | 8.335E+04 | 7.829E+04 | 7.657E+04 | |
| Rank | 3 | 2 | 1 | |
| f 6 | Mean | 1.176E+01 | 2.218E+01 | 2.948E+01 |
| Std | 1.335E+01 | 3.763E+01 | 4.494E+01 | |
| Rank | 1 | 2 | 3 | |
| f 7 | Mean | 4.601E+04 | 3.929E+04 | 4.205E+04 |
| Std | 3.750E+04 | 2.595E+04 | 4.416E+04 | |
| Rank | 3 | 1 | 2 | |
| f 8 | Mean | 1.429E+03 | 1.219E+03 | 8.123E+02 |
| Std | 1.217E+03 | 1.085E+03 | 1.013E+03 | |
| Rank | 3 | 2 | 1 | |
| f 9 | Mean | 4.614E+02 | 4.725E+02 | 4.623E+02 |
| Std | 2.869E+01 | 2.237E+01 | 2.611E+01 | |
| Rank | 1 | 3 | 2 | |
| f 10 | Mean | 4.363E+02 | 4.317E+02 | 4.387E+02 |
| Std | 3.185E+01 | 3.263E+01 | 3.014E+01 | |
| Rank | 2 | 1 | 3 | |
| Average Rank | 2.2 | 2 | 1.8 |