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2

统计结果的五个算法CEC2014 30 d测试。

函数 MPA MPA-1 MPA-2 MPA-3 HEGMPA
的意思是 性病 排名 的意思是 性病 排名 的意思是 性病 排名 的意思是 性病 排名 的意思是 性病 排名

F1 6.02E+ 7 3.69E+ 7 5 5.08E+ 7 3.45E+ 7 4 0.00E+ 00 0.00E+ 00 1 1.44E+ 7 8.57E+ 06 3 0.00E+ 00 0.00E+ 00 1
F2 3.86E+ 09年 3.19E+ 09年 5 3.67E+ 09年 2.61E+ 09年 4 0.00E+ 00 0.00E+ 00 1 9.32E+ 7 5.60E+ 08年 3 0.00E+ 00 0.00E+ 00 1
F3 3.72E+ 04 1.14E+ 04 5 3.20E+ 04 1.03E+ 04 4 0.00E+ 00 0.00E+ 00 1 4.84E+ 03 3.14E+ 03 3 0.00E+ 00 0.00E+ 00 1

F4 4.10E+ 2 1.63E+ 2 4 4.24E+ 2 1.61E+ 2 5 2.01E−14 9.15E−14 1 1.56E+ 2 3.80E+ 01 3 6.02E−14 1.94E−13 2
F5 2.00E+ 01 4.53E−02 4 2.00E+ 01 4.77E−02 5 2.00E+ 01 1.70E−02 2 2.00E+ 01 3.82E−02 3 2.00E+ 01 5.64E−03 1
F6 2.58E+ 01 2.53E+ 00 5 2.50E+ 01 2.65E+ 00 4 2.79E−05 9.58E−05 1 1.57E+ 01 2.23E+ 00 3 3.00E−02 2.10E−1 2
F7 3.21E+ 01 2.01E+ 01 5 2.99E+ 01 1.87E+ 01 4 0.00E+ 00 0.00E+ 00 1 6.45E−1 4.73E−1 3 0.00E+ 00 0.00E+ 00 1
F8 1.27E+ 2 2.53E+ 01 5 1.22E+ 2 2.78E+ 01 4 1.38E+ 01 5.45E+ 00 2 1.52E+ 01 7.02E+ 00 3 1.35E+ 01 5.94E+ 00 1
F9 1.62E+ 2 2.59E+ 01 5 1.56E+ 2 3.04E+ 01 4 3.49E+ 01 8.50E+ 00 1 1.12E+ 2 1.66E+ 01 3 3.74E+ 01 1.09E+ 01 2
F10 2.09E+ 03 6.43E+ 2 5 1.83E+ 03 4.49E+ 2 4 3.53E+ 2 1.80E+ 2 2 2.99E+ 2 1.82E+ 2 1 3.79E+ 2 1.87E+ 2 3
3.34E+ 03 5.12E+ 2 5 3.17E+ 03 5.23E+ 2 4 2.45E+ 03 5.18E+ 2 2 2.16E+ 03 4.71E+ 2 1 2.46E+ 03 4.13E+ 2 3
F12 1.76E−1 7.58E−02 4 1.84E−1 9.38E−02 5 1.13E−02 7.21E−03 1 6.78E−02 3.21E−02 3 1.36E−02 1.04E−02 2
F13 9.15E−1 3.99E−1 4 9.32E−1 3.70E−1 5 1.68E−1 3.62E−02 2 4.33E−1 8.89E−02 3 1.66E−1 3.27E−02 1
F14 5.12E+ 00 6.14E+ 00 5 4.23E+ 00 5.98E+ 00 4 2.18E−1 3.74E−02 2 2.64E−1 7.52E−02 3 2.05E−1 4.06E−02 1
F15 1.73E+ 03 2.53E+ 03 5 1.25E+ 03 1.78E+ 03 4 3.01E+ 00 7.14E−1 1 1.11E+ 01 4.99E+ 00 3 3.06E+ 00 8.33E−1 2
F16 1.17E+ 01 5.54E−1 4 1.18E+ 01 4.79E−1 5 9.98E+ 00 5.98E−1 2 1.05E+ 01 4.45E−1 3 9.75E+ 00 5.74E−1 1

F17 1.05E+ 06 8.70E+ 05 4 1.24E+ 06 1.13E+ 06 5 1.58E+ 2 1.35E+ 2 2 2.32E+ 05 1.36E+ 05 3 1.51E+ 2 1.16E+ 2 1
F18 6.31E+ 03 6.69E+ 03 5 5.34E+ 03 4.39E+ 03 4 2.20E+ 01 7.42E+ 00 2 1.20E+ 03 4.22E+ 2 3 2.18E+ 01 6.38E+ 00 1
F19 3.77E+ 01 2.06E+ 01 5 3.50E+ 01 2.08E+ 01 4 2.11E+ 00 6.50E−1 2 1.63E+ 01 1.28E+ 01 3 2.09E+ 00 6.36E−1 1
F20 1.09E+ 04 6.82E+ 03 5 1.07E+ 04 6.90E+ 03 4 6.96E+ 00 2.48E+ 00 2 4.58E+ 03 3.85E+ 03 3 6.79E+ 00 2.45E+ 00 1
F21 2.94E+ 05 2.69E+ 05 4 3.15E+ 05 2.92E+ 05 5 8.89E+ 01 1.01E+ 2 1 9.14E+ 04 4.73E+ 04 3 1.08E+ 2 1.32E+ 2 2
——F22 4.90E+ 2 1.89E+ 2 4 5.08E+ 2 2.00E+ 2 5 1.99E+ 2 9.35E+ 01 2 3.76E+ 2 1.40E+ 2 3 1.58E+ 2 3.03E+ 01 1
F23 3.54E+ 2 1.45E+ 01 4 3.56E+ 2 1.77E+ 01 5 3.02E+ 2 3.75E+ 01 2 3.17E+ 2 1.25E+ 00 3 2.75E+ 2 5.56E+ 01 1

F24 2.70E+ 2 9.95E+ 00 5 2.57E+ 2 9.11E+ 00 4 2.00E+ 2 2.26E−07 1 2.00E+ 2 4.02E−05 3 2.00E+ 2 2.56E−07 2
F25 2.16E+ 2 4.76E+ 00 5 2.16E+ 2 3.91E+ 00 4 2.02E+ 2 7.02E−1 2 2.00E+ 2 2.85E−13 1 2.02E+ 2 5.08E−1 3
F26 1.01E+ 2 2.88E−1 2 1.03E+ 2 1.41E+ 01 3 1.00E+ 2 2.98E−02 1 1.06E+ 2 2.37E+ 01 4 1.14E+ 2 3.47E+ 01 5
F27 4.38E+ 2 2.12E+ 01 4 4.49E+ 2 3.29E+ 01 5 3.29E+ 2 4.60E+ 01 2 4.06E+ 2 2.70E+ 00 3 3.08E+ 2 3.37E+ 01 1
F28 1.32E+ 03 2.27E+ 2 5 1.30E+ 03 2.15E+ 2 4 7.82E+ 2 1.45E+ 2 2 1.13E+ 03 3.09E+ 2 3 7.37E+ 2 1.70E+ 2 1
F29 1.48E+ 04 4.26E+ 03 4 4.52E+ 05 2.23E+ 06 5 1.23E+ 2 2.63E+ 01 2 2.52E+ 03 1.02E+ 03 3 1.21E+ 2 2.49E+ 01 1
+ 30 2.99E+ 04 2.69E+ 04 4 3.12E+ 04 2.62E+ 04 5 4.14E+ 2 2.97E+ 01 2 6.65E+ 03 2.77E+ 03 3 4.12E+ 2 4.33E+ 01 1
平均排名 4.50 4.37 1.60 2.83 1.56