Research Article
A Hybrid Global Optimization Algorithm Based on Wind Driven Optimization and Differential Evolution
Table 4
Comparison of performance of algorithms in low dimension.
| Test functions | Result | Algorithm | PSO | BA | DE | WDO | GAPSO | WDO-DE |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Worst | | | | | | | Best | | | | | | | Worst | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | | | | | | |
| ā () | Mean | | | | | | | Std. | | | | | | | Worst | | | | | | | Best | | | | | | | Rank | 3 | 5 | 1 | 6 | 4 | 2 |
| Average rank | ā | 4.06 | 5.06 | 3 | 3.33 | 2.8 | 1.33 | Overall rank | ā | 5 | 6 | 3 | 4 | 2 | 1 |
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