Research Article
A Hybrid Particle Swarm Optimization-Cuckoo Search Algorithm and Its Engineering Applications
Table 3
Comparison of PSO-CS algorithm with the original PSO and CS algorithms on 10D problem.
| | Functions | Indexes | PSO-CS | PSO | CS | GA-PSO [5] |
| Function F1
Dim=10 | MFV | 4.81e-04 | 9.069e-03 | 7.752e-03 | 5.673e-03 | | SDFV | 5.125e-07 | 4.796e-06 | 3.613e-06 | 1.721e-06 | | C | 100% | 100% | 100% | 100% | | Function F2 | MFV | 2.495e+01 | 8.031e+02 | 7.972e+02 | 3.546e+02 | | Dim=10 | SDFV | 3.510e+02 | 6.39e+02 | 3.986e+02 | 4.620e+02 | | | C | 100% | 91% | 91% | 98% | | Function F3 | MFV | -4.192e+03 | -5.735e+03 | -4.013e+04 | -5.301e+04 | | Dim=10 | SDFV | 7.64e+01 | 9.127e+02 | 2.048e+02 | 1.846e+02 | | | C | 100% | 92% | 95% | 99% | | Function F4 | MFV | 0.000e+00 | 1.677e-03 | 2.23e-03 | 1.342e-04 | | Dim=10 | SDFV | 4.419e-10 | 0.000e+00 | 0.000e+00 | 0.001e+03 | | | C | 100% | 90% | 97% | 97% | | Function F5 | MFV | 6.3582e+04 | 8.1716e+03 | 7.5484e+03 | 9.100e+04 | | Dim=10 | SDFV | 7.500e+03 | 2.249e+02 | 2.943e+02 | 8.301e+03 | | | C | 100% | 100% | 100% | 100% | | Function F6 | MFV | 2.8735e+01 | 4.4293e+01 | 1.1336e+01 | 9.3499e+02 | | Dim=10 | SDFV | 1.348e+01 | 1.676 e+01 | 2.892 e+02 | 2.201e+02 | | | C | 100% | 95% | 98% | 98% | | Function F7 | MFV | 1.6745e+01 | 6.4205e+00 | 2.3136e+01 | 5.1514e+01 | | Dim=10 | SDFV | 2.956e+01 | 1.9657e+00 | 4.061e+01 | 9.6007e+01 | | | C | 100% | 99% | 99% | 99% | | Function F8 | MFV | 1.7391e+00 | 1.4661e+01 | 1.5014 e+01 | 3.0457e+00 | | Dim=10 | SDFV | 2.934e+00 | 8.0252e+00 | 7.212 e+00 | 3.237e+00 | | | C | 99% | 93% | 94% | 94% |
|
|
