Table 7. results for D = 50, N = 100, FEs = 500,000.
Function | Algorithm | |||||
---|---|---|---|---|---|---|
CLPSO | ECLPSO | DNLPSO | LILPSO1 | LILPSO2 | ||
F1 | mean | 1.07E−08 | 8.06E+03 | 9.44E−74 | 2.60E−57 | 4.77E−74 |
sd | 5.82E−18 | 1.26E+07 | 9.13E−32 | 1.22E−113 | 5.61E−147 | |
ttest | + | + | + | + | ||
F2 | mean | 3.16E+01 | 1.08E+01 | 1.86E−03 | 1.00E+00 | 2.28E−01 |
sd | 2.04E+02 | 8.00E+02 | 2.64E−02 | 6.23E−14 | 1.89E−01 | |
ttest | + | + | − | + | ||
F3 | mean | 3.19E−08 | 2.03E+04 | 0.00E+00 | 0.00E+00 | 0.00E+00 |
sd | 4.15E−17 | 1.14E+08 | 0.00E+00 | 0.00E+00 | 0.00E+00 | |
ttest | + | + | = | = | ||
F4 | mean | 2.59E−05 | 1.27E+02 | 7.02E−09 | 8.85E−09 | 3.84E−13 |
sd | 2.80E−11 | 2.38E+02 | 2.29E−06 | 1.99E−18 | 5.09E−25 | |
ttest | + | + | + | + | ||
F5 | mean | 2.69E−02 | 1.97E−02 | 6.11E−01 | 1.32E−02 | 9.30E−03 |
sd | 1.64E−05 | 2.05E−05 | 2.20E−01 | 1.92E−06 | 8.08E−06 | |
ttest | + | + | + | + | ||
F6 | mean | 1.73E−09 | 1.35E+02 | 1.50E−32 | 1.28E−32 | 9.42E−33 |
sd | 3.25E−19 | 3.25E+05 | 0.00E+00 | 2.57E−66 | 0.00E+00 | |
ttest | + | + | + | + | ||
F7 | mean | 1.69E−06 | 1.92E+02 | 1.34E−32 | 8.75E−31 | 9.42E−33 |
sd | 2.23E−13 | 7.26E+05 | 0.00E+00 | 1.77E−60 | 0.00E+00 | |
ttest | + | + | + | + | ||
F8 | mean | 3.95E−04 | 1.58E+01 | 1.90E+01 | 8.13E−08 | 3.05E−14 |
sd | 1.20E−08 | 1.43E+01 | 0.00E+00 | 1.87E−15 | 1.55E−27 | |
ttest | + | + | + | + | ||
F15 | mean | 6.80E+00 | 1.81E+01 | 2.07E+01 | 1.86E−01 | 3.07E−01 |
sd | 2.47E−01 | 9.77E−02 | 1.13E−02 | 2.86E−02 | 3.61E−01 | |
ttest | + | + | + | − | ||
F16 | mean | 1.07E+02 | 1.65E+02 | 3.40E+01 | 8.83E+01 | 8.13E+01 |
sd | 5.02E+01 | 2.03E+02 | 8.03E+00 | 2.27E+02 | 1.22E+04 | |
ttest | + | + | − | = | ||
F17 | mean | 2.63E+00 | 4.40E+02 | 1.11E−02 | 2.75E−01 | 2.54E−01 |
sd | 1.61E−01 | 4.54E+01 | 1.12E−02 | 2.46E−02 | 4.04E−02 | |
ttest | + | + | − | = |