Research Article
A Population-Based Optimization Method Using Newton Fractal
Table 1
Benchmark for NPO, PSO, and FA: tested with 28 10-dimensional functions from CEC 2013 competition.
| | Function | Best | Worst | Median | Mean | Variance |
| | 1 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 2 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 3 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 4 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 5 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 6 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 7 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 8 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 9 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 10 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 11 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 12 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 13 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 14 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 15 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 16 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 17 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 18 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 19 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 20 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 21 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 22 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 23 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 24 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 25 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 26 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 27 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
| | 28 | NPO | | | | | | | PSO | | | | | | | FA | | | | | |
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