Table 5. Experimental results and average rank.
EEs of DMBBPSO, FisBBPSO, PBBPSO, TBBPSO and ET-BBPSO. Mean EE is the average EE of 37 experiments, Std is the standard deviation of 37 EEs, Rank is the rank competition results based on EEs, f16–f29.
| Function Number | Data Type | DMBBPSO | FisBBPSO | PBBPSO | TBBPSO | ETBBPSO |
|---|---|---|---|---|---|---|
| f 16 | Mean EE | 5.240E+03 | 6.566E+03 | 8.887E+03 | 6.480E+03 | 6.624E+03 |
| Std | 6.981E+02 | 2.590E+03 | 2.706E+03 | 2.493E+03 | 2.414E+03 | |
| Rank | 1 | 3 | 5 | 2 | 4 | |
| f 17 | Mean EE | 4.723E+03 | 4.856E+03 | 6.005E+03 | 4.955E+03 | 5.171E+03 |
| Std | 7.406E+02 | 1.205E+03 | 1.513E+03 | 1.233E+03 | 9.961E+02 | |
| Rank | 1 | 2 | 5 | 3 | 4 | |
| f 18 | Mean EE | 2.636E+06 | 6.789E+06 | 7.217E+06 | 4.932E+06 | 6.719E+06 |
| Std | 1.177E+06 | 3.763E+06 | 5.035E+06 | 4.422E+06 | 3.899E+06 | |
| Rank | 1 | 4 | 5 | 2 | 3 | |
| f 19 | Mean EE | 3.645E+03 | 7.993E+03 | 7.453E+03 | 8.500E+03 | 9.853E+03 |
| Std | 5.753E+03 | 1.088E+04 | 9.692E+03 | 9.840E+03 | 1.355E+04 | |
| Rank | 1 | 3 | 2 | 4 | 5 | |
| f 20 | Mean EE | 3.112E+03 | 3.914E+03 | 4.983E+03 | 3.750E+03 | 3.631E+03 |
| Std | 4.908E+02 | 1.130E+03 | 1.504E+03 | 1.216E+03 | 1.141E+03 | |
| Rank | 1 | 4 | 5 | 3 | 2 | |
| f 21 | Mean EE | 1.055E+03 | 1.188E+03 | 1.125E+03 | 1.106E+03 | 1.109E+03 |
| Std | 1.274E+02 | 1.528E+02 | 1.697E+02 | 1.474E+02 | 1.502E+02 | |
| Rank | 1 | 5 | 4 | 2 | 3 | |
| f 22 | Mean EE | 2.013E+04 | 2.480E+04 | 3.222E+04 | 2.623E+04 | 2.698E+04 |
| Std | 7.371E+03 | 8.347E+03 | 4.319E+03 | 5.163E+03 | 8.592E+03 | |
| Rank | 1 | 2 | 5 | 3 | 4 | |
| f 23 | Mean EE | 1.266E+03 | 1.307E+03 | 1.334E+03 | 1.281E+03 | 1.287E+03 |
| Std | 9.421E+01 | 1.018E+02 | 1.484E+02 | 1.081E+02 | 1.166E+02 | |
| Rank | 1 | 4 | 5 | 2 | 3 | |
| f 24 | Mean EE | 1.901E+03 | 1.936E+03 | 1.839E+03 | 1.875E+03 | 1.929E+03 |
| Std | 1.561E+02 | 1.991E+02 | 1.657E+02 | 1.754E+02 | 2.645E+02 | |
| Rank | 3 | 5 | 1 | 2 | 4 | |
| f 25 | Mean EE | 7.521E+02 | 7.636E+02 | 7.607E+02 | 7.523E+02 | 7.595E+02 |
| Std | 5.244E+01 | 6.427E+01 | 5.656E+01 | 5.669E+01 | 6.666E+01 | |
| Rank | 1 | 5 | 4 | 2 | 3 | |
| f 26 | Mean EE | 1.390E+04 | 1.462E+04 | 1.437E+04 | 1.482E+04 | 1.467E+04 |
| Std | 1.786E+03 | 1.725E+03 | 1.554E+03 | 1.809E+03 | 1.580E+03 | |
| Rank | 1 | 3 | 2 | 5 | 4 | |
| f 27 | Mean EE | 5.000E+02 | 5.000E+02 | 5.000E+02 | 5.000E+02 | 5.000E+02 |
| Std | 3.535E-04 | 5.553E-04 | 3.064E-04 | 3.289E-04 | 5.400E-04 | |
| Rank | 1 | 3 | 5 | 4 | 2 | |
| f 28 | Mean EE | 5.000E+02 | 5.000E+02 | 5.000E+02 | 5.000E+02 | 5.000E+02 |
| Std | 3.393E-04 | 4.275E-04 | 3.206E-04 | 3.485E-04 | 4.873E-04 | |
| Rank | 1 | 4 | 5 | 3 | 2 | |
| f 29 | Mean EE | 4.290E+03 | 4.303E+03 | 4.374E+03 | 4.425E+03 | 4.267E+03 |
| Std | 668.2378204 | 868.1706402 | 796.0159241 | 590.8446466 | 796.7057972 | |
| Rank | 2 | 3 | 4 | 5 | 1 | |
| Average Rank | 1.586 | 3.655 | 3.621 | 3.035 | 3.103 |