Table 2.
Comparison between LPCBFO and other algorithms with 30 dimensions
| BFO | BFO-LDC | BFO-NDC | LBFO | BSO | LPCBFO | |
|---|---|---|---|---|---|---|
| Sphere | 3.68e−01 | 6.26e−02 | 3.21e−03 | 5.88e−03 | 5.10e−06 | 1.39e−92 |
| 5.62e−01 | 1.03e−01 | 4.72e−03 | 2.95e−02 | 2.47e−04 | 3.83e−78 | |
| 4.91e−01 | 8.57e−02 | 3.96e−03 | 1.74e−02 | 7.06e−05 | 3.83e−79 | |
| 7.07e−02 | 1.38e−02 | 5.01e−04 | 7.77e−03 | 7.84e−05 | 1.21e−78 | |
| Rosenbrock | 6.09e+01 | 4.18e+01 | 1.43e+01 | 2.55e+01 | 2.29e+01 | 5.99e−02 |
| 7.79e+01 | 7.22e+01 | 2.47e+01 | 2.81e+01 | 1.28e+02 | 4.08e+00 | |
| 7.10e+01 | 5.22e+01 | 2.12e+01 | 2.68e+01 | 3.69e+01 | 1.71e+00 | |
| 5.27e+00 | 8.10e+00 | 3.34e+00 | 1.10e+00 | 3.19e+01 | 1.99e+00 | |
| Schwefel | 3.32e+00 | 2.42e+02 | 1.01e+02 | 1.25e+02 | 9.18e−02 | 6.30e−35 |
| 5.14e+00 | 3.49e+04 | 2.65e+05 | 8.36e+02 | 2.52e−01 | 8.28e−28 | |
| 3.95e+00 | 1.04e+04 | 4.31e+04 | 3.00e+02 | 1.37e−01 | 1.01e−28 | |
| 5.03e−01 | 1.09e+04 | 8.73e+04 | 2.51e+02 | 5.36e−02 | 2.61e−28 | |
| Sum | 1.58e−04 | 1.76e+03 | 1.21e+04 | 1.24e−07 | 1.49e−09 | 1.73e−96 |
| 6.63e−04 | 5.48e+04 | 6.33e+06 | 3.20e−07 | 1.45e−07 | 8.38e−61 | |
| 3.91e−04 | 1.82e+04 | 9.32e+05 | 2.29e−07 | 2.22e−08 | 8.38e−62 | |
| 1.72e−04 | 1.82e+04 | 1.95e+06 | 5.96e−08 | 4.38e−08 | 2.65e−61 | |
| Rastrigin | 1.07e+02 | 2.65e+02 | 1.48e+02 | 1.56e+02 | 2.99e+01 | 1.49e+01 |
| 1.51e+02 | 3.50e+02 | 2.35e+02 | 1.86e+02 | 4.59e+01 | 2.49e+01 | |
| 1.36e+02 | 3.11e+02 | 1.84e+02 | 1.74e+02 | 3.73e+01 | 1.92e+01 | |
| 1.39e+01 | 2.74e+01 | 2.73e+01 | 9.71e+00 | 5.00e+00 | 3.22e+00 | |
| Ackley | 1.68e+01 | 1.06e+01 | 1.83e+01 | 1.80e+01 | 6.18e+00 | 1.16e+00 |
| 1.77e+01 | 1.96e+01 | 1.91e+01 | 1.806e+01 | 1.16e+01 | 4.30e+00 | |
| 1.74e+01 | 1.84e+01 | 1.89e+01 | 1.803e+01 | 9.49e+00 | 2.407e+00 | |
| 2.96e−01 | 2.77e+00 | 2.79e−01 | 1.48e−02 | 1.77e+00 | 8.26e−01 |