Table 1 Statistical results for CEC 2019 Test Suite.
Function | Metric | jDE100 | DE | FDO | ASSA | NMRA | ANMRA |
|---|---|---|---|---|---|---|---|
CEC01 | Mean | 1.59E+05 | 3.42E+11 | 1.34E+09 | 5.57E+05 | 6.65E+09 | 7.51E+04 |
Std | 1.60E+05 | 3.39E+11 | 1.72E+09 | 4.12E+05 | 9.21E+09 | 9.45E+04 | |
p-rank | − | − | − | − | − | ||
f-rank | 2 | 6 | 4 | 3 | 5 | 1 | |
CEC02 | Mean | 2.39E+06 | 4.83E+01 | 1.73E+01 | 1.79E+01 | 1.75E+01 | 1.73E+01 |
Std | 2.72E+04 | 9.29E+01 | 1.65E−05 | 4.10E−01 | 7.24E−02 | 6.24E−05 | |
p-rank | − | − | + | − | − | ||
f-rank | 6 | 5 | 1 | 4 | 3 | 2 | |
CEC03 | Mean | 1.31E+06 | 1.27E+01 | 1.27E+01 | 1.27E+01 | 1.27E+01 | 1.27E+01 |
Std | 8.52E+05 | 1.60E−03 | 1.40E−11 | 3.14E−05 | 4.73E−05 | 1.53E−16 | |
p-rank | − | − | − | − | − | ||
f-rank | 6 | 5 | 2 | 3 | 4 | 1 | |
CEC04 | Mean | 3.48E+05 | 1.55E+03 | 3.75E+01 | 2.63E+03 | 1.15E+03 | 3.75E+01 |
Std | 1.15E+05 | 1.63E+03 | 2.05E+01 | 1.06E+03 | 4.12E+02 | 1.92E+01 | |
p-rank | − | − | − | − | − | ||
f-rank | 6 | 4 | 2 | 5 | 3 | 1 | |
CEC05 | Mean | 1.67E+05 | 2.16E+00 | 1.19E+00 | 2.49E+00 | 2.17E+00 | 1.25E+00 |
Std | 8.43E+04 | 3.06E−01 | 1.23E−01 | 2.91E−01 | 8.31E−02 | 2.00E−01 | |
p-rank | − | − | + | − | − | ||
f-rank | 3 | 4 | 1 | 6 | 5 | 2 | |
CEC06 | Mean | 3.84E+04 | 9.77E+00 | 1.10E+01 | 1.14E+01 | 1.08E+01 | 1.09E+01 |
Std | 2.06E+03 | 1.49E+00 | 7.62E−01 | 9.15E−01 | 5.72E−01 | 6.16E−01 | |
p-rank | − | + | − | − | + | ||
f-rank | 6 | 1 | 4 | 5 | 2 | 3 | |
CEC07 | Mean | 9.11E+06 | 1.26E+03 | 5.05E+00 | 9.08E+02 | 5.85E+00 | 5.11E+02 |
Std | 4.53E+06 | 4.12E+02 | 6.27E−01 | 2.35E+02 | 5.42E−01 | 2.78E+02 | |
p-rank | − | − | + | − | + | ||
f-rank | 6 | 5 | 1 | 4 | 2 | 3 | |
CEC08 | Mean | 1.22E+09 | 7.01E+00 | 4.85E+00 | 6.15E+00 | 5.93E+00 | 4.83E+00 |
Std | 4.39E+08 | 2.15E−01 | 7.80E−01 | 5.84E−01 | 5.91E−01 | 1.83E−01 | |
p-rank | − | − | − | − | − | ||
f-rank | 6 | 5 | 2 | 4 | 3 | 1 | |
CEC09 | Mean | 9.21E+08 | 2.71E+02 | 2.55E+00 | 3.69E+02 | 9.12E+01 | 4.19E+00 |
Std | 1.13E+08 | 3.52E+02 | 1.54E−01 | 1.41E+02 | 6.96E+01 | 6.57E−01 | |
p-rank | − | − | + | − | − | ||
f-rank | 6 | 4 | 1 | 5 | 3 | 2 | |
CEC10 | Mean | 1.54E+06 | 2.05E+01 | 1.93E+01 | 2.05E+01 | 2.04E+01 | 2.00E+01 |
Std | 7.46E+05 | 1.12E−01 | 3.65E+00 | 7.44E−02 | 1.55E−01 | 2.57E+00 | |
p-rank | − | − | + | − | − | ||
f-rank | 6 | 4 | 1 | 5 | 3 | 2 | |
Average f-rank | 5.3 | 4.3 | 1.9 | 4.4 | 3.3 | 1.8 | |
Overall f-rank | 6 | 4 | 2 | 5 | 3 | 1 | |