Table 6 Statistical results obtained from different algorithms on CEC 2021 test functions.
Algorithm/function | Statistical metrics | F1 | F2 | F3 | F4 | F5 |
|---|---|---|---|---|---|---|
nSCA | avg | 2.6139E+06 | 9.7566E+04 | 2.2058E+04 | 1.9034E+03 | 6.1125E+03 |
std | 3.8102E+06 | 7.6190E+04 | 1.7970E+04 | 8.7061E−01 | 1.4966E+03 | |
GA | avg | 1.0005E+08 | 5.1855E+09 | 3.0612E+09 | 1.9675E+03 | 2.4600E+04 |
std | 1.7850E+08 | 1.3072E+10 | 1.0216E+10 | 7.3585E+01 | 9.1165E+03 | |
PSO | avg | 9.5844E+07 | 2.4241E+09 | 2.9732E+09 | 1.9891E+03 | 1.7675E+05 |
std | 2.6058E+08 | 4.3878E+09 | 6.7726E+09 | 2.3611E+02 | 1.5460E+05 | |
SCA | avg | 3.3244E+07 | 2.1955E+09 | 4.6439E+08 | 1.9043E+03 | 1.5350E+04 |
std | 1.5347E+07 | 9.4690E+08 | 2.1793E+08 | 6.9655E−01 | 7.1861E+03 | |
MFO | avg | 5.7981E+09 | 6.8269E+11 | 2.1017E+11 | 1.7674E+04 | 9.3913E+05 |
std | 2.2265E+09 | 3.3572E+11 | 8.4213E+10 | 2.7271E+04 | 7.9781E+05 | |
ALO | avg | 2.0900E+03 | 3.2377E+05 | 7.5700E+04 | 1.9021E+03 | 4.3610E+04 |
std | 2.2000E+03 | 3.8084E+05 | 7.5302E+04 | 1.1604E+00 | 3.9773E+04 | |
MVO | avg | 1.1209E+04 | 5.1402E+06 | 5.3232E+05 | 1.9022E+03 | 2.1333E+04 |
std | 8.7490E+03 | 9.8699E+05 | 5.2583E+05 | 6.4910E−01 | 6.1424E+03 |
