Table 7 Friedman rank test for HV values of TAMOPSO with each comparison algorithm.
Algorithm | ZDT1-4,6 | UF1-10 | DTLZ1-7 | Overall | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
Friedman test | rank | Friedman test | rank | Friedman test | rank | Friedman test | rank | |||
CMOPSO | 3.10 | 2 | 4.65 | 5 | 3.64 | 2 | 3.98 | 2 | ||
MOPSO | 9.90 | 10 | 7.65 | 8 | 7.57 | 8 | 8.14 | 10 | ||
MOPSOCD | 4.10 | 3 | 6.90 | 7 | 7.29 | 7 | 6.39 | 7 | ||
MPSOD | 7.30 | 8 | 7.85 | 9 | 8.14 | 9 | 7.82 | 8 | ||
NMPSO | 4.30 | 4 | 4.00 | 2 | 3.14 | 1 | 3.80 | 1 | ||
DGEA | 6.30 | 6 | 9.35 | 11 | 9.29 | 10 | 8.64 | 11 | ||
IDBEA | 9.50 | 9 | 8.45 | 10 | 6.00 | 5 | 7.91 | 9 | ||
MOEADD | 5.60 | 5 | 4.50 | 4 | 5.14 | 3 | 4.95 | 5 | ||
NSGAIII | 7.00 | 7 | 4.10 | 3 | 3.64 | 2 | 4.61 | 4 | ||
SPEAR | 7.30 | 8 | 5.10 | 6 | 5.43 | 4 | 5.70 | 6 | ||
TAMOPSO | 1.60 | 1 | 3.45 | 1 | 6.71 | 6 | 4.07 | 3 | ||
