Research Article
Hybrid Algorithm of Particle Swarm Optimization and Grey Wolf Optimizer for Improving Convergence Performance
Table 12
Time-consuming results of fixed-dimension multimodal benchmark functions.
| Problem | PSO | GWO | HPSOGWO | TIC and TOC | CPU time | Clock | TIC and TOC | CPU time | Clock | TIC and TOC | CPU time | Clock |
| | 1.01375 | 0.0317 | 1.087 | 1.00787 | 0.0415123 | 1.012 | 1.00423 | 0.0003 | 1.005 | | 1.02471 | 0.8783879 | 1.069 | 1.00581 | 0.0529014 | 1.017 | 1.01247 | 0.0126391 | 1.009 | | 1.01691 | 0.00097 | 1.015 | 0.897854 | 0.0372012 | 1.008 | 1.01219 | 0.00161 | 1.006 | | 1.01719 | 0.8788782 | 1.098 | 1.02139 | 0.0156071 | 1.019 | 1.00194 | 0.0136321 | 1.014 | | 1.03241 | 0.03715 | 1.045 | 1.00596 | 0.0166701 | 1.024 | 1.00279 | 0.00107 | 1.011 | | 1.00607 | 0.5198069 | 1.096 | 1.01685 | 0.0196041 | 1.036 | 1.0203 | 0.0017981 | 1.024 | | 1.01307 | 0.59741 | 1.045 | 1.01652 | 0.0413012 | 1.006 | 1.00734 | 0.00231 | 1.001 | | 1.00009 | 0.00077 | 1.011 | 1.01727 | 0.0146781 | 1.001 | 1.02751 | 0.00001 | 1.000 | | 0.906710 | 0.61981 | 0.856 | 1.00582 | 0.0712109 | 1.013 | 1.0071 | 0.02041 | 1.008 | | 1.03272 | 0.0335917 | 1.066 | 1.00522 | 0.0192509 | 1.010 | 1.01017 | 0.0087552 | 1.002 |
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