Table 1: Training
results of MPFNN and BPNN.
Number of hidden neurons |
Iteration number |
Computational time |
MSE |
|||
MPFNN |
BPNN |
MPFNN |
BPNN |
MPFNN |
BPNN |
|
5 |
1000 |
1000 |
67.15 |
55.82 |
0.01432 |
0.02284 |
10 |
611 |
832 |
41.53 |
47.47 |
0.00985 |
0.00991 |
20 |
158 |
351 |
10.16 |
20.23 |
0.00922 |
0.00973 |
25 |
374 |
670 |
24.74 |
38.40 |
0.00910 |
0.00951 |
30 |
729 |
916 |
46.88 |
51.13 |
0.00908 |
0.00950 |