Method |
Iteration Number |
Parameters |
Results(Mean) |
Results(Min) |
Results(Max) |
Results(Std) |
ANN |
1000 |
Hidden Neurons: 30 and 20 |
4.53 |
4.11 |
4.96 |
0.32 |
ANN |
1000 |
Hidden Neurons: 30 and 10 |
4.67 |
4.11 |
5.48 |
0.53 |
ANN |
1000 |
Hidden Neurons: 20 and 20 |
4.44 |
4.24 |
4.62 |
0.16 |
ANN |
1000 |
Hidden Neurons: 20 and 10 |
5.07 |
4.45 |
5.41 |
0.38 |
ANN |
100 |
Hidden Neurons: 30 and 20 |
7.69 |
7.49 |
8.10 |
0.25 |
ANN |
100 |
Hidden Neurons: 30 and 10 |
10.95 |
9.62 |
12.38 |
1.09 |
ANN |
100 |
Hidden Neurons: 20 and 20 |
10.67 |
10.29 |
11.40 |
0.46 |
ANN |
100 |
Hidden Neurons: 20 and 10 |
14.77 |
14.30 |
16.04 |
0.74 |
ANFIS |
1000 |
Number of Rules: 5 |
7.04 |
7.04 |
7.04 |
9E-16 |
ANFIS |
100 |
Number of Rules: 5 |
3.78 |
3.78 |
3.78 |
5E-16 |
ANFIS |
1000 |
Number of Rules: 8 |
3.70 |
3.70 |
3.70 |
5E-16 |
ANFIS |
100 |
Number of Rules: 8 |
3.63 |
3.63 |
3.63 |
5E-16 |
ANFIS |
1000 |
Number of Rules: 10 |
4.94 |
4.94 |
4.94 |
5E-16 |
ANFIS |
100 |
Number of Rules: 10 |
3.65 |
3.65 |
3.65 |
5E-16 |
LSE |
- |
5 Degree Polynomial Curve |
4.10 |
4.10 |
4.10 |
5E-16 |
LSE |
- |
6 Degree Polynomial Curve |
3.19 |
3.19 |
3.19 |
5E-16 |
LSE |
- |
7 Degree Polynomial Curve |
3.49 |
3.49 |
3.49 |
5E-16 |
LSE |
- |
8 Degree Polynomial Curve |
3.51 |
3.51 |
3.51 |
5E-16 |