研究文章
飞机控制参数估计使用自适应Teaching-Learning-Based优化接受概率
表4
最好,最差,平均、标准偏差和弗里德曼RMSE 50000函数的测试评估20个人经营,有和没有添加噪音
|
| 算法 |
没有噪音 |
噪声5% |
噪声10% |
| 最糟糕的 |
最好的 |
的意思是 |
性病 |
FR |
最糟糕的 |
最好的 |
的意思是 |
性病 |
FR |
最糟糕的 |
最好的 |
的意思是 |
性病 |
FR |
|
| 氧化铝 |
9.0037 |
0.1529 |
2.7785 |
3.3000 |
8.95 |
10.2319 |
0.2295 |
1.7926 |
2.7769 |
7.8 |
9.0889 |
0.4015 |
1.1421 |
2.1683 |
5.15 |
| 达 |
25.1420 |
0.2640 |
10.0351 |
6.6882 |
14.45 |
28.0098 |
0.3375 |
11.9031 |
8.3283 |
14.45 |
16.8180 |
0.4513 |
5.9119 |
4.8094 |
13.05 |
| 果阿 |
28.0936 |
0.9277 |
18.0601 |
6.7818 |
16.85 |
28.9044 |
0.8945 |
20.7342 |
7.0532 |
17.2 |
26.8451 |
9.1712 |
20.9930 |
5.5621 |
17.35 |
| 拥有 |
1.2739 |
0.1994 |
0.3928 |
0.3098 |
5.6 |
1.0688 |
0.2304 |
0.4032 |
0.2196 |
5.2 |
0.8363 |
0.4266 |
0.5077 |
0.1188 |
5.3 |
| MFO |
9.2415 |
0.1832 |
2.6290 |
2.7619 |
9.55 |
4.6958 |
0.2581 |
1.6013 |
1.5389 |
8.8 |
9.4441 |
0.4307 |
1.5822 |
2.1702 |
8.4 |
| 微血管的 |
29.4382 |
5.4741 |
17.8161 |
6.6723 |
16.6 |
25.0409 |
1.6569 |
14.0516 |
6.9486 |
16.3 |
29.7928 |
9.0117 |
16.8057 |
5.0023 |
16.8 |
| SCA |
8.8118 |
0.2209 |
1.4037 |
1.9144 |
8.9 |
3.1936 |
0.3810 |
1.4519 |
0.8058 |
10.4 |
2.9651 |
0.5678 |
1.3645 |
0.7551 |
10.7 |
| SSA |
0.8091 |
0.3462 |
0.6309 |
0.1288 |
7.75 |
0.7704 |
0.5509 |
0.6597 |
0.0601 |
7.75 |
0.9014 |
0.5689 |
0.7121 |
0.0786 |
8.4 |
| WCA |
0.3967 |
0.0119 |
0.1100 |
0.0960 |
2.9 |
0.3726 |
0.1909 |
0.2217 |
0.0470 |
2.65 |
0.5814 |
0.3943 |
0.4338 |
0.0523 |
3.1 |
| WOA |
24.2830 |
0.2409 |
7.9811 |
8.2753 |
11.95 |
24.2636 |
0.3772 |
8.9912 |
7.3915 |
14.15 |
20.2952 |
0.5557 |
7.1401 |
6.0350 |
13.8 |
| MBO |
22.7703 |
0.4050 |
3.3462 |
5.5273 |
10.85 |
15.0105 |
0.6030 |
2.0042 |
3.1841 |
10.5 |
26.3406 |
0.5751 |
6.9586 |
8.7916 |
13 |
| SMA |
11.2174 |
0.3254 |
2.1315 |
2.3528 |
10.8 |
13.6034 |
0.4805 |
2.4623 |
3.1702 |
11.3 |
25.2341 |
0.7177 |
3.3992 |
6.2542 |
11.1 |
| EHO |
4.0977 |
0.7582 |
1.8700 |
0.7765 |
11.25 |
3.4694 |
0.4009 |
1.3911 |
0.7981 |
10.55 |
1.1310 |
0.9659 |
1.0707 |
0.0423 |
10.85 |
| 美国广播公司 |
16.4939 |
2.3997 |
7.5099 |
4.2127 |
14.6 |
15.2516 |
0.9968 |
5.5834 |
4.6919 |
13.5 |
8.6376 |
1.0979 |
3.9645 |
2.6187 |
13.35 |
| 萨德 |
0.1521 |
0.0028 |
0.0488 |
0.0362 |
2.25 |
0.2123 |
0.1919 |
0.1975 |
0.0060 |
2.4 |
0.4879 |
0.3977 |
0.4253 |
0.0222 |
2.95 |
| TLBO |
4.3630 |
0.1490 |
1.7028 |
1.2234 |
10.15 |
6.2615 |
0.3263 |
1.6474 |
1.4422 |
10.4 |
3.0237 |
0.4984 |
1.3931 |
0.7821 |
10.5 |
| ITLBO |
1.5246 |
0.0174 |
0.4906 |
0.3604 |
6.35 |
2.5530 |
0.2082 |
0.5442 |
0.5402 |
6.45 |
1.1887 |
0.4174 |
0.5755 |
0.1820 |
6.05 |
| SaTLBO-AP |
0.0369 |
0.0024 |
0.0195 |
0.0083 |
1.25 |
0.1968 |
0.1899 |
0.1914 |
0.0017 |
1.2 |
0.4043 |
0.3960 |
0.3994 |
0.0016 |
1.15 |
|
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