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