Research Article
A Hybrid Particle Swarm Optimization-Cuckoo Search Algorithm and Its Engineering Applications
Table 6
Comparison of PSO-CS algorithm with the original PSO and CS algorithms on 100D problem.
| Functions | Indexes | PSO-CS | PSO | CS | GA-PSO [5] |
| Function F1 | MFV | 1.231e+00 | 3.124e+01 | 8.684e+00 | 5.34e+00 | Dim=30 | SDFV | 6.364e-01 | 4.594e+00 | 1.358e+01 | 3.576e-01 | Dim=100 | C | 82% | 65% | 68% | 76% | Function F2 | MFV | 5.609e+01 | 7.52e+02 | 7.00e+02 | 6.456e+02 | Dim=100 | SDFV | 1.078e+02 | 3.027e+03 | 2.65e+02 | 2.564e+02 | | C | 78% | 68% | 71% | 76% | Function F3 | MFV | -4.190e+04 | -4.021e+04 | -4.102e+04 | -4.231e+04 | Dim=100 | SDFV | 8.320e+02 | 3.43e+03 | 1.75e+03 | 9.457e+02 | | C | 80% | 72% | 72% | 77% | Function F4 | MFV | 3.21e-03 | 6.481e-03 | 4.28e-03 | 4.348e-04 | Dim=100 | SDFV | 7.463e-04 | 2.41e-03 | 8.39e-04 | 7.569e-04 | | C | 72% | 63% | 67% | 72% |
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