基于聚类和探测精英引导的蜻蜓算法
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杜晓昕,王浩,崔连和,罗金琦,刘岩,张剑飞,王一萍
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Dragonfly algorithm based on clustering and detection elite guidance
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Xiao-xin DU,Hao WANG,Lian-he CUI,Jin-qi LUO,Yan LIU,Jian-fei ZHANG,Yi-ping WANG
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| 表 2 单峰函数2 000次独立运行结果 |
| Tab.2 Results of 2 000 independent runs of unimodal function |
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| 函数 | 算法 | Xbest | Xmean | $\sigma $ | | f1 | CEDA | 2.36×10−93 | 5.43×10−90 | 1.05×10−89 | | DA | 1.54×10−3 | 5.15×100 | 9.82×100 | | GWO | 5.78×10−69 | 3.36×10−63 | 2.11×10−62 | | FOA | 1.38×10−4 | 2.39×10−4 | 5.73×10−5 | | DE | 2.40×10−20 | 4.52×10−19 | 4.93×10−19 | | ABC | 4.61×10−10 | 4.61×10−10 | 1.25×10−07 | | PSO | 1.28×10−5 | 4.82×10−4 | 1.10×10−3 | | f2 | CEDA | 1.39×10−6 | 2.37×10−2 | 1.21×10−1 | | DA | 5.86×100 | 7.36×102 | 1.25×103 | | GWO | 5.12×100 | 6.58×100 | 6.32×10−1 | | FOA | 8.07×100 | 8.75×100 | 1.86×10−1 | | DE | 6.74×100 | 7.81×100 | 3.61×100 | | ABC | 4.70×100 | 7.25×100 | 1.47×100 | | PSO | 1.80×10−2 | 6.83×101 | 1.15×102 | | f3 | CEDA | 0 | 0 | 0 | | DA | 1.49×10−5 | 5.66×100 | 1.06×101 | | GWO | 1.21×10−6 | 5.00×10−3 | 3.53×10−2 | | FOA | 2.53×100 | 2.54×100 | 5.30×10−3 | | DE | 2.32×10−20 | 4.19×10−19 | 4.75×10−19 | | ABC | 3.46×10−10 | 4.13×10−8 | 9.69×10−8 | | PSO | 3.87×10−5 | 5.50×10−4 | 5.58×10−4 |
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