Research Article

Kernel Method Based Human Model for Enhancing Interactive Evolutionary Optimization

Table 1

Mean and standard variance of final results. The number in blanket is standard variance, and the bold font shows better result among the proposed methods.

LinearPoly2Poly5Poly7Poly10RBF1 RBF5 RBF7 RBF10

3-D 4.09
(0.87)
4.91
(0.62)
4.81
(0.68)
4.67
(1.10)
4.57
(0.79)
4.66
(0.91)
4.74
(0.73)
4.65
(0.76)
4.81
(0.76)
4.91
(0.59)

5-D 1.68
(0.38)
2.29
(0.25)
2.28
(0.32)
2.27
(0.25)
2.26 
(0.32)
2.26
(0.22)
2.26
(0.31)
2.16
(0.39)
2.21
(0.35)
2.27
(0.26)

7-D 0.63
(0.20)
1.00
(0.28)
0.96
(0.30)
1.16
(0.38)
1.06
(0.30)
1.09
(0.31)
0.99
(0.30)
0.88
(0.18)
1.10
(0.39)
1.08
(0.30)

10-D 0.06
(0.01)
0.27
(0.07)
0.35
(0.10)
0.35
(0.10)
0.38
(0.14)
0.24
(0.04)
0.28
(0.18)
0.25
(0.06)
0.29
(0.05)
0.25
(0.04)