研究文章
一个帐篷海洋食肉动物和估计算法和高斯分布随机游走算法连续优化问题
表6
七个算法的时间成本在CEC2014 30 d测试。
|
|
MPA |
TLMPA |
风投公司 |
HFPSO |
MMPA |
CPIJADE |
HEGMPA |
|
| F1 |
2.80E+ 00 |
2.19E+ 00 |
2.52E+ 00 |
1.32E+ 00 |
2.71E+ 01 |
3.51E+ 00 |
3.24E+ 00 |
| F2 |
2.25E+ 00 |
1.69E+ 00 |
1.97E+ 00 |
8.31E-01年 |
2.58E+ 01 |
3.09E+ 00 |
2.63E+ 00 |
| F3 |
2.26E+ 00 |
1.73E+ 00 |
1.94E+ 00 |
8.23E-01年 |
2.65E+ 01 |
3.15E+ 00 |
2.68E+ 00 |
|
| F4 |
2.26E+ 00 |
1.74E+ 00 |
1.97E+ 00 |
8.22E-01年 |
2.75E+ 01 |
3.18E+ 00 |
2.61E+ 00 |
| F5 |
2.57E+ 00 |
1.83E+ 00 |
2.92E+ 00 |
1.10E+ 00 |
2.69E+ 01 |
3.11E+ 00 |
2.94E+ 00 |
| F6 |
2.69E+ 01 |
2.78E+ 01 |
3.25E+ 01 |
2.52E+ 01 |
6.61E+ 01 |
2.83E+ 01 |
2.74E+ 01 |
| F7 |
2.59E+ 00 |
1.95E+ 00 |
2.25E+ 00 |
1.08E+ 00 |
2.61E+ 01 |
3.40E+ 00 |
2.91E+ 00 |
| F8 |
2.12E+ 00 |
1.49E+ 00 |
1.80E+ 00 |
6.31E-01年 |
2.54E+ 01 |
2.64E+ 00 |
2.40E+ 00 |
| F9 |
2.54E+ 00 |
1.99E+ 00 |
2.17E+ 00 |
1.06E+ 00 |
2.73E+ 01 |
3.12E+ 00 |
2.87E+ 00 |
| F10 |
2.90E+ 00 |
1.87E+ 00 |
2.28E+ 00 |
1.03E+ 00 |
2.66E+ 01 |
3.03E+ 00 |
2.73E+ 00 |
| 季 |
3.28E+ 00 |
2.35E+ 00 |
3.18E+ 00 |
1.58E+ 00 |
2.79E+ 01 |
3.52E+ 00 |
3.15E+ 00 |
| F12 |
7.98E+ 00 |
8.13E+ 00 |
6.31E+ 00 |
6.52E+ 00 |
3.65E+ 01 |
9.59E+ 00 |
8.32E+ 00 |
| F13 |
2.28E+ 00 |
1.54E+ 00 |
1.93E+ 00 |
8.16E-01年 |
2.65E+ 01 |
2.87E+ 00 |
2.62E+ 00 |
| F14 |
2.26E+ 00 |
1.43E+ 00 |
1.91E+ 00 |
7.92E-01年 |
2.74E+ 01 |
2.84E+ 00 |
2.59E+ 00 |
| F15 |
2.60E+ 00 |
2.05E+ 00 |
2.25E+ 00 |
1.11E+ 00 |
2.62E+ 01 |
3.22E+ 00 |
2.99E+ 00 |
| F16 |
2.62E+ 00 |
2.18E+ 00 |
2.46E+ 00 |
1.16E+ 00 |
2.61E+ 01 |
3.24E+ 00 |
3.24E+ 00 |
|
| F17 |
3.02E+ 00 |
1.99E+ 00 |
2.57E+ 00 |
1.25E+ 00 |
2.63E+ 01 |
3.50E+ 00 |
3.17E+ 00 |
| F18 |
2.41E+ 00 |
1.41E+ 00 |
2.13E+ 00 |
9.30E-01年 |
2.58E+ 01 |
3.14E+ 00 |
2.85E+ 00 |
| F19 |
7.42E+ 00 |
7.55E+ 00 |
7.28E+ 00 |
5.93E+ 00 |
3.36E+ 01 |
8.91E+ 00 |
7.88E+ 00 |
| F20 |
2.47E+ 00 |
1.56E+ 00 |
2.44E+ 00 |
1.02E+ 00 |
2.61E+ 01 |
3.17E+ 00 |
2.83E+ 00 |
| F21 |
2.57E+ 00 |
1.75E+ 00 |
2.44E+ 00 |
1.11E+ 00 |
2.64E+ 01 |
3.31E+ 00 |
2.94E+ 00 |
| ——F22 |
3.19E+ 00 |
2.78E+ 00 |
3.15E+ 00 |
1.67E+ 00 |
2.70E+ 01 |
4.06E+ 00 |
3.55E+ 00 |
| F23 |
4.76E+ 00 |
4.47E+ 00 |
4.46E+ 00 |
3.27E+ 00 |
2.97E+ 01 |
6.25E+ 00 |
5.16E+ 00 |
|
| F24 |
4.60E+ 00 |
3.32E+ 00 |
3.29E+ 00 |
2.11E+ 00 |
2.78E+ 01 |
4.51E+ 00 |
6.73E+ 00 |
| F25 |
5.49E+ 00 |
4.42E+ 00 |
4.23E+ 00 |
3.10E+ 00 |
2.95E+ 01 |
5.87E+ 00 |
4.93E+ 00 |
| F26 |
3.10E+ 01 |
3.09E+ 01 |
4.76E+ 01 |
2.86E+ 01 |
7.00E+ 01 |
3.17E+ 01 |
3.08E+ 01 |
| F27 |
3.01E+ 01 |
3.10E+ 01 |
4.45E+ 01 |
2.88E+ 01 |
6.96E+ 01 |
3.15E+ 01 |
3.06E+ 01 |
| F28 |
5.96E+ 00 |
6.00E+ 00 |
6.32E+ 00 |
4.39E+ 00 |
3.09E+ 01 |
7.00E+ 00 |
6.34E+ 00 |
| F29 |
9.24E+ 00 |
9.67E+ 00 |
1.31E+ 01 |
7.47E+ 00 |
3.62E+ 01 |
1.06E+ 01 |
9.45E+ 00 |
| + 30 |
4.68E+ 00 |
4.66E+ 00 |
5.09E+ 00 |
3.18E+ 00 |
2.94E+ 01 |
5.76E+ 00 |
5.06E+ 00 |
| 平均排名 |
3.73 |
2.50 |
3.36 |
1.03 |
7.00 |
5.76 |
4.60 |
|
|
