Research Article
Elite Opposition-Based Water Wave Optimization Algorithm for Global Optimization
Table 7
Experiment results of high-dimension functions for different algorithms (
).
| Number | Algorithm | Dimension | Worst | Best | Median | Std |
| | ABC | 100 | 7.637713 | 1.257573 | 3.295669 | 1.651127 | 1000 | | | | | 10000 | | | | | CS | 100 | | | | | 1000 | | | | | 10000 | | | | | FPA | 100 | | | | | 1000 | | | | | 10000 | | | | | BA | 100 | | | | | 1000 | | | | | 10000 | | | | | WWO | 100 | | | | | 1000 | | | | | 10000 | | | | | EOBWWO | 100 | | | | | 1000 | | | | | 10000 | | | | |
| | ABC | 100 | | | | | 1000 | | | | | 10000 | | | | | CS | 100 | | | | | 1000 | | | | | 10000 | | | | | FPA | 100 | | | | | 1000 | | | | | 10000 | | | | | BA | 100 | | | | | 1000 | | | | | 10000 | | | | | WWO | 100 | | | | | 1000 | | | | | 10000 | | | | | EOBWWO | 100 | | | | | 1000 | | | | | 10000 | | | | |
|   | ABC | 100 | | | | | 1000 | | | | | 10000 | | | | | CS | 100 | | | | | 1000 | | | | | 10000 | | | | | FPA | 100 | | | | | 1000 | | | | | 10000 | | | | | BA | 100 | | | 102.4563 | | 1000 | | | | | 10000 | | | | | WWO | 100 | | | | | 1000 | | | | | 10000 | | | | | EOBWWO | 100 | 0 | 0 | 0 | 0 | 1000 | 0 | 0 | 0 | 0 | 10000 | 0 | 0 | 0 | 0 |
| | ABC | 100 | 5.135663 | 1.823636 | 2.836978 | 1.811452675 | 1000 | 16666.76931 | 15706.49796 | 16346.9208 | 252.8474194 | 10000 | 28259.6583 | 274901.5152 | 279624.617 | 1490.552232 | CS | 100 | 3.870724583 | 2.423491994 | 3.008555665 | 0.41301955 | 1000 | 797.6679633 | 582.0471041 | 690.0181057 | 55.72921205 | 10000 | 12543.25214 | 9844.343528 | 10872.16696 | 672.723997 | FPA | 100 | 106.3429 | 50.14951 | 70.05947 | 11.61798957 | 1000 | 1342.792454 | 861.2975273 | 1101.229098 | 134.1435148 | 10000 | 13324.24358 | 9169.071683 | 11107.79476 | 1225.099338 | BA | 100 | | | | | 1000 | 0.025577018 | 0.021496965 | 0.023453281 | 0.001074614 | 10000 | 0.744676593 | 0.500121455 | 0.599339533 | 0.058517493 | WWO | 100 | 1.648358348 | 1.294987676 | 1.41369559 | 0.087489969 | 1000 | 4194.059126 | 2989.289164 | 3304.633104 | 257.7285706 | 10000 | 67780.01333 | 53734.62138 | 60711.98145 | 2937.168912 | EOBWWO | 100 | 0 | 0 | 0 | 0 | 1000 | 0 | 0 | 0 | 0 | 10000 | 0 | 0 | 0 | 0 |
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