Research Article
Particle Swarm Algorithms to Solve Engineering Problems: A Comparison of Performance
Table 5
Results for E03: speed reducer design.
| | Algorithm | FEs | Runs | Best | Mean | St. Dev. | Worst |
| | ()-ES | 30000 | 30 | 2996.348094 | 2996.348094 | 0 | 2996.348094 | | PSO | NA | NA | NA | NA | NA | NA | | HPSACO | NA | NA | NA | NA | NA | NA | | NM-PSO | NA | NA | NA | NA | NA | NA | | HEA-ACT | 200000 | 30 | 2994.4991 | 2994.6134 | | 2994.7523 | | PSOLVER | NA | NA | NA | NA | NA | NA | | CPSOSA | NA | NA | NA | NA | NA | NA | | GABC | 30000 | 30 | 2996.783 | 2996.783 | 0 | 2996.783 | | PSO | 5000 | 30 | 3000.8 | NA | NA | NA | | GDA | 20000 | 20 | 2996.348072 | 3094.556809 | | 3016.492651 | | SiCPSO | 30000 | 50 | 2996.348165 | 2996.3481 | 0 | 2996.3481 | | MCEPSO | 30000 | 50 | 2996.348165 | 2996.3482 | 0 | 2996.3482 |
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NA stands for not available.
[8], [9], [10], [11], [12], [13], [14], [15], [16], and [17].
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