函数

HV指标

dMOPSO

SMPSO

MOPSO

GGRAW

ZDT1

Mean

(Std)

6.8507e−1

(1.02e−2) −

6.5054e−1

(7.88e−2) −

0.0000e+0 (0.00e+0) −

7.1717e−1

(7.56e−4)

ZDT2

Mean

(Std)

3.7806e−1

(8.02e−2) −

4.1649e−1

(6.99e−2) =

0.0000e+0 (0.00e+0) −

4.4254e−1

(9.29e−4)

ZDT3

Mean

(Std)

6.0498e−1

(9.71e−3) +

5.5176e−1

(6.34e−2) −

2.8529e−4

(1.11e−3) −

5.9886e−1

(8.00e−4)

DTLZ2

Mean

(Std)

3.6739e−1

(1.58e−2) −

4.4960e−1

(1.57e−2) −

3.9751e−1

(3.52e−2) −

5.4104e−1

(3.10e−3)

WFG4

Mean

(Std)

4.2306e−1

(9.51e−3) −

4.4529e−1

(1.03e−2) −

3.5712e−1

(3.28e−2) −

4.8397e−1

(4.06e−3)

+/−/=

1/4/0

0/4/1

0/5/0