研究文章
一个轻量级的智能无线传感器网络入侵检测模型
表2
结果PM-CSCA CSCA, SCA, PSO, WOA 12日基准函数。
|
| 函数 |
算法 |
最好的价值 |
Avg |
性病 |
|
|
|
PM-CSCA |
1.49E−95年 |
1.62E−94年 |
3.62E−21 |
| CSCA |
6.02E−19 |
4.07E−03 |
9.37E+ 2 |
| SCA |
7.04E−17 |
1.70E−19 |
4.03E−19 |
| 算法 |
201.2388 |
8.30E+ 01 |
3.00E+ 01 |
| WOA |
7.91E−20 |
7.41E−19 |
1.03E−17 |
|
|
|
PM-CSCA |
2.79E−08年 |
5.91E−08年 |
3.93809E−07年 |
| CSCA |
1.70E−06 |
3.22E−01 |
7.330382517 |
| SCA |
0.00010521 |
4.39E−07 |
3.81943E−07 |
| 算法 |
6.0981 |
5.82E+ 00 |
1.426012414 |
| WOA |
10.1124 |
9.35E−02 |
0.004428296 |
|
|
|
PM-CSCA |
0.0024941 |
0.000918692 |
0.000285841 |
| CSCA |
0.0030472 |
0.811201 |
0.429978878 |
| SCA |
0.010223 |
0.000496352 |
0.000630681 |
| 算法 |
0.076345 |
0.01382486 |
0.002997254 |
| WOA |
0.0032755 |
0.000493716 |
0.007144592 |
|
|
|
PM-CSCA |
1.97E−11 |
1.74E−04 |
4.49035E−05 |
| CSCA |
4.58E−09年 |
6.23E−02 |
20.2012566 |
| SCA |
3.52E+ 01 |
3.72E+ 00 |
0.40291051 |
| 算法 |
42.6913 |
2.75E+ 01 |
8.681105181 |
| WOA |
0 |
0.00E+00 |
0.000095952 |
|
|
|
PM-CSCA |
0 |
0.070084961 |
0.234385246 |
| CSCA |
0.55431 |
0.4014294 |
16.96738349 |
| SCA |
0.35735 |
0.018086667 |
0.171485471 |
| 算法 |
3.0755 |
2.14161 |
0.388616247 |
| WOA |
0.12531 |
0.0712398 |
0.019007278 |
|
|
|
PM-CSCA |
0.022866 |
0.0694455 |
0.015782176 |
| CSCA |
0.10923 |
0.115816364 |
1738716.553 |
| SCA |
0.10679 |
0.0784325 |
0.022381946 |
| 算法 |
8.9794 |
4.19622 |
1.311501322 |
| WOA |
0.14293 |
0.001379359 |
0.000136212 |
|
|
|
PM-CSCA |
0.99867 |
0.998402 |
0.59335955 |
| CSCA |
1.0924 |
1.70102 |
0.966604051 |
| SCA |
2.9821 |
1.401698 |
0.792971048 |
| 算法 |
1.993 |
0.998402 |
9.2957E−05 |
| WOA |
2.9821 |
1.791716 |
0.907953884 |
|
|
|
PM-CSCA |
0.00076939 |
0.001097476 |
0.000323742 |
| CSCA |
0.0015264 |
0.00461873 |
0.003881268 |
| SCA |
0.0015936 |
0.000929303 |
0.00040039 |
| 算法 |
0.001016 |
0.001423611 |
0.0004534 |
| WOA |
0.0014995 |
0.001104929 |
0.000151675 |
|
|
|
PM-CSCA |
3 |
3 |
2.22045 e−16 |
| CSCA |
3.0003 |
3.88066 |
0.007128226 |
| SCA |
3.0001 |
3.0003 |
4.58258E−05 |
| 算法 |
3.0033 |
3.00784 |
0.000652993 |
| WOA |
3.0001 |
3 |
3.68258E−05 |
|
|
|
PM-CSCA |
−3.8499 |
−3.85357 |
0.000224499 |
| CSCA |
−3.8544 |
−3.80696 |
0.854785298 |
| SCA |
−3.8317 |
−3.83598 |
0.000801249 |
| 算法 |
−3.6506 |
−3.79914 |
0.006526132 |
| WOA |
−3.8074 |
−3.75664 |
0.001567945 |
|
|
|
PM-CSCA |
−4.9998 |
−4.35345 |
0.000961301 |
| CSCA |
−2.9376 |
−3.68698 |
0.077142766 |
| SCA |
−4.5372 |
−3.8552 |
0.002753834 |
| 算法 |
−1.9555 |
−3.81817 |
0.046047219 |
| WOA |
−3.7214 |
−3.86085 |
0.010410014 |
|
|
|
PM-CSCA |
−4.9514 |
−4.80574 |
0.201138842 |
| CSCA |
−0.94657 |
−1.89185 |
0.998811381 |
| SCA |
−4.7207 |
−3.995813 |
1.204583359 |
| 算法 |
−1.4388 |
−2.313657 |
0.934009458 |
| WOA |
−2.4202 |
−2.24961 |
0.706751911 |
|
| 统计数量的获胜 |
PM-CSCA |
11 |
10 |
10 |
| CSCA |
0 |
0 |
0 |
| SCA |
0 |
0 |
0 |
| 算法 |
0 |
0 |
0 |
| WOA |
1 |
2 |
2 |
|
|
