Table 7 Comparison between GA and DOE-guided samples in predicted and experimental scenarios.

From: Modeling and optimization of dyeing process of polyamide 6 and woolen fabrics with plum-tree leaves using artificial intelligence

Sample

Method

Input parameter

K/S

Error (%)

X1

X2

X3

X4

Predicted

Experimental

Polyamide 6

GA-Guided

100.00

86.06

8.28

100.00

9.60

10.21

5.97

DOE-Guided

100.00

75.00

7.00

100.00

9.23

9.23

0.00

Wool

GA-Guided

55.85

120.00

5.00

99.97

7.38

7.65

3.52

DOE-Guided

60.00

120.00

5.00

70.00

5.59

5.59

0.00