Table 4 Statistical results obtained from different algorithms on CEC 2019 test functions.
Algorithm/function | Statistical metrics | F6 | F7 | F8 | F9 | F10 |
|---|---|---|---|---|---|---|
nSCA | avg | 9.3824E+00 | 1.0001E+00 | 1.0000E+00 | 1.2184E+00 | 1.9098E+01 |
std | 4.0091E−01 | 6.2581E−05 | 8.5380E−11 | 3.6162E−02 | 5.4587E+00 | |
GA | avg | 1.0651E+01 | 5.9839E+01 | 1.0119E+00 | 7.1370E+00 | 2.1416E+01 |
std | 1.4966E−01 | 5.8617E+01 | 4.6964E−03 | 4.3181E−01 | 1.7170E−02 | |
PSO | avg | 1.1121E+01 | 6.8933E+01 | 1.0008E+00 | 3.0083E+00 | 2.1452E+01 |
std | 5.1184E−01 | 8.7810E+01 | 9.1039E−04 | 3.2582E+00 | 2.6011E−01 | |
SCA | avg | 1.1069E+01 | 6.3272E+00 | 1.0020E+00 | 4.8350E+00 | 2.0601E+01 |
std | 5.8813E−01 | 1.7654E+00 | 8.6689E−04 | 8.1033E−01 | 2.5256E+00 | |
MFO | avg | 1.0302E+01 | 6.0386E+02 | 1.2980E+00 | 5.7099E+02 | 2.1465E+01 |
std | 1.2608E+00 | 1.4460E+02 | 1.1544E−01 | 2.0007E+02 | 1.1999E−01 | |
ALO | avg | 5.3504E+00 | 4.4431E+01 | 1.0000E+00 | 1.3973E+00 | 2.1038E+01 |
std | 1.4560E+00 | 1.8339E+02 | 2.4321E−11 | 2.2292E−01 | 8.2668E−02 | |
MVO | avg | 7.4261E+00 | 6.1456E+01 | 1.0000E+00 | 1.5303E+00 | 2.1103E+01 |
std | 1.2525E+00 | 2.0799E+02 | 8.7431E−07 | 1.6057E−01 | 4.3663E−02 |
