Table 3 Statistical results obtained from different algorithms on CEC 2019 test functions.
Algorithm/function | Statistical metrics | F1 | F2 | F3 | F4 | F5 |
|---|---|---|---|---|---|---|
nSCA | avg | 1.0000E+00 | 4.4360E+00 | 1.8642E+00 | 1.4672E+01 | 1.0438E+00 |
std | 5.3101E−10 | 4.1999E−02 | 2.5608E−01 | 2.3899E+00 | 1.4185E−02 | |
GA | avg | 3.2648E+05 | 4.5220E+02 | 7.6939E+00 | 1.1665E+02 | 1.4314E+00 |
std | 1.1632E+05 | 3.4891E+01 | 5.6725E−02 | 1.2830E+01 | 5.4219E−02 | |
PSO | avg | 1.3819E+07 | 9.0960E+02 | 1.0444E+01 | 2.4056E+02 | 1.9162E+00 |
std | 2.1059E+07 | 3.2540E+02 | 5.6372E−01 | 1.7613E+02 | 2.0756E−01 | |
SCA | avg | 2.2568E+05 | 2.6646E+02 | 5.1290E+00 | 1.2443E+02 | 1.5491E+00 |
std | 3.0806E+05 | 6.7367E+01 | 1.0833E+00 | 2.4558E+01 | 9.7463E−02 | |
MFO | avg | 3.3762E+08 | 2.1620E+03 | 1.0816E+01 | 8.6194E+03 | 3.9494E+00 |
std | 1.3608E+08 | 5.6290E+02 | 4.8941E−01 | 3.4470E+03 | 6.7227E−01 | |
ALO | avg | 2.5662E+06 | 4.2218E+02 | 5.0445E+00 | 3.0418E+01 | 1.3248E+00 |
std | 2.0764E+06 | 2.1465E+02 | 2.4198E+00 | 1.2777E+01 | 2.0214E−01 | |
MVO | avg | 1.6838E+06 | 2.6842E+02 | 7.5775E+00 | 2.9282E+01 | 1.1843E+00 |
std | 1.5459E+06 | 1.3917E+02 | 1.8665E+00 | 1.0332E+01 | 8.2334E−02 |
