Research Article
A Hybrid Particle Swarm Optimization-Cuckoo Search Algorithm and Its Engineering Applications
Table 5
Comparison of PSO-CS algorithm with the original PSO and CS algorithms on 50D problem.
| Functions | Indexes | PSO-CS | PSO | CS | GA-PSO [5] |
| Function F1 | MFV | 3.191e-01 | 8.231e+01 | 3.09e+01 | 2.845e+01 | Dim=30 | SDFV | 2.94e-02 | 1.348e+02 | 5.7e+02 | 3.689e+02 | Dim=50 | C | 82% | 71% | 70% | 70% | Function F2 | MFV | 9.855e+01 | 6.073e+03 | 5.903e+03 | 3.834e+03 | Dim=50 | SDFV | 6.725e+02 | 1.678e+04 | 8.325e+03 | 9.560e+02 | | C | 84% | 70% | 70% | 76% | Function F3 | MFV | -2.094e+04 | -2.073e+04 | -2.092e+04 | -2.8373+04 | Dim=50 | SDFV | 6.477e-04 | 4.381e-02 | 6.557e-04 | 7.638e-04 | | C | 85% | 73% | 81% | 85% | Function F4 | MFV | 5.141e-04 | 3.874e-03 | 8.783e-04 | 6.273e-04 | Dim=50 | SDFV | 6.453e-06 | 9.425e-04 | 3.214e-06 | 4.385e-05 | | C | 79% | 60% | 67% | 70% |
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