Table 3. Results for D = 10, N = 50, FEs = 100,000.
Function | Algorithm | |||||
---|---|---|---|---|---|---|
CLPSO | ECLPSO | DNLPSO | LILPSO1 | LILPSO2 | ||
F1 | mean | 4.94E−19 | 1.78E−30 | 5.71E−177 | 1.64E−58 | 1.11E−73 |
sd | 2.19E−37 | 2.34E−60 | 1.11E−123 | 7.11E−116 | 6.27E−146 | |
ttest | + | + | − | + | ||
F2 | mean | 1.26E+00 | 1 | 1.86E−03 | 1.00E+00 | 3.28E−01 |
sd | 1.79E+00 | 3.80E−09 | 2.64E−02 | 6.32E−10 | 1.71E−01 | |
ttest | + | + | − | + | ||
F3 | mean | 2.05E−18 | 1.03E−30 | 0.00E+00 | 0.00E+00 | 0.00E+00 |
sd | 2.27E−36 | 9.88E−61 | 0.00E+00 | 0.00E+00 | 0.00E+00 | |
ttest | + | + | = | = | ||
F4 | mean | 1.50E−11 | 6.22E+00 | 1.96E−66 | 2.29E−13 | 1.50E−16 |
sd | 3.73E−23 | 5.67E+01 | 3.31E−54 | 1.54E−27 | 1.61E−33 | |
ttest | + | + | − | + | ||
F5 | mean | 5.00E−03 | 2.30E−03 | 5.21E−01 | 4.50E−03 | 1.40E−03 |
sd | 3.34E−06 | 1.74E−06 | 1.89E−01 | 3.40E−06 | 1.99E−07 | |
ttest | + | + | + | + | ||
F6 | mean | 2.20E−18 | 2.85E−29 | 4.71E−32 | 4.71E−32 | 4.71E−32 |
sd | 4.46E−36 | 7.99E−57 | 0.00E+00 | 0.00E+00 | 0.00E+00 | |
ttest | + | + | = | = | ||
F7 | mean | 2.02E−16 | 1.41E−27 | 1.35E−32 | 2.45E−32 | 1.35E−32 |
sd | 3.24E−32 | 5.91E−54 | 0.00E+00 | 1.44E−65 | 0.00E+00 | |
ttest | + | + | = | = | ||
F8 | mean | 1.94E−08 | 3.55E−15 | 3.26E−15 | 2.58E−11 | 1.84E−14 |
sd | 1.49E−16 | 4.21E−30 | 1.83E−15 | 3.02E−22 | 6.84E−28 | |
ttest | + | + | = | + | ||
F15 | mean | 3.76E−02 | 2.31E+00 | 2.02E+01 | 6.27E−05 | 2.01E−08 |
sd | 4.01E−04 | 2.83E+01 | 4.04E−01 | 4.38E−09 | 2.26E−16 | |
ttest | + | + | + | + | ||
F16 | mean | 6.11E+00 | 7.09E+01 | 7.57E+00 | 2.71E+00 | 2.67E+00 |
sd | 7.02E+00 | 1.03E+02 | 4.70E+00 | 8.83E+00 | 6.65E+00 | |
ttest | + | + | + | + | ||
F17 | mean | 1.40E−01 | 1.84E+01 | 8.07E−03 | 1.52E−04 | 9.29E−02 |
sd | 3.10E−03 | 2.53E+02 | 1.14E−01 | 2.01E−08 | 1.09E−02 | |
ttest | + | + | = | − |