Table 7 Statistical results obtained from different algorithms on CEC 2021 test functions (continued).
Algorithm/function | Statistical metrics | F6 | F7 | F8 | F9 | F10 |
|---|---|---|---|---|---|---|
nSCA | avg | 2.1239E+03 | 6.3754E+03 | 2.3024E+03 | 2.5968E+03 | 3.0088E+03 |
std | 2.9213E+02 | 2.2236E+03 | 9.3241E−01 | 1.7917E+01 | 1.8385E+01 | |
GA | avg | 4.8594E+03 | 7.1530E+03 | 2.3345E+03 | 3.1832E+03 | 3.1595E+03 |
std | 3.7275E+03 | 5.2281E+03 | 1.1242E+01 | 8.3419E+02 | 4.1794E+01 | |
PSO | avg | 7.2962E+03 | 1.5042E+05 | 2.3130E+03 | 3.0133E+03 | 3.0895E+03 |
std | 5.0285E+03 | 5.4994E+05 | 4.4205E+00 | 3.3501E+02 | 6.3185E+01 | |
SCA | avg | 2.9617E+03 | 1.1761E+04 | 2.3087E+03 | 2.8274E+03 | 3.0072E+03 |
std | 1.0790E+03 | 4.5072E+03 | 1.1630E+00 | 8.4929E+01 | 1.1181E+01 | |
MFO | avg | 2.9666E+04 | 7.2657E+06 | 2.3457E+03 | 5.5363E+03 | 3.4342E+03 |
std | 1.7217E+04 | 6.1941E+06 | 9.3688E+00 | 6.0756E+02 | 2.1886E+02 | |
ALO | avg | 6.2181E+03 | 2.5595E+04 | 2.3075E+03 | 2.5974E+03 | 3.0110E+03 |
std | 5.7222E+03 | 2.6519E+04 | 2.9237E+00 | 3.3996E+01 | 3.7818E+01 | |
MVO | avg | 2.4545E+03 | 2.3408E+03 | 2.3036E+03 | 2.6071E+03 | 2.9798E+03 |
std | 2.1974E+03 | 2.3907E+02 | 1.8328E+00 | 5.2987E+01 | 2.5083E+01 |
