Research Article
A Hybrid Particle Swarm Optimization-Cuckoo Search Algorithm and Its Engineering Applications
Table 4
Comparison of PSO-CS algorithm with the original PSO and CS algorithms on 30D problem.
| | Functions | Indexes | PSO-CS | PSO | CS | GA-PSO [5] |
| Function F1
Dim=30 | MFV | 4.727e-04 | 6.32e-04 | 5.73e-04 | 5.021e-04 | | SDFV | 6.218e-06 | 7.61e-07 | 1.38e-07 | 1.56e-07 | | C | 99% | 98% | 99% | 99% | | Function F2 | MFV | 3.471e+01 | 1.34e+03 | 9.23e+02 | 7.023e+02 | | Dim=30 | SDFV | 8.15e+02 | 2.11e+03 | 1.7216e+03 | 3.347e+02 | | | C | 100% | 90% | 90% | 92% | | Function F3 | MFV | -1.256e+04 | -1.146e+04 | -1.255+04 | -1.162e+04 | | Dim=30 | SDFV | 2.75e+02 | 5.82e+02 | 5.26e+02 | 3.566e+02 | | | C | 98% | 90% | 91% | 95% | | Function F4 | MFV | 3.273e-06 | 1.9e-01 | 1.8e-01 | 1.539e-02 | | Dim=30 | SDFV | 3.001e-07 | 1.00e-03 | 2.1e-02 | 8.02e-04 | | | C | 99% | 89% | 95% | 96% |
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