bnderr.fis

模糊神经网络采用matlab编程 o install NEFCON follow these steps: 1. Unpack the tar file NEFCON.TAR into your MA

[System]
Name='BNDERR'
Type='mamdani'
NumInputs=2
NumOutputs=1
NumRules=9
AndMethod='min'
OrMethod='probor'
ImpMethod='min'
AggMethod='max'
DefuzzMethod='centroid'

[Input1]
Name='out_err'
Range=[-1 1]
NumMFs=3
MF1='neg':'gaussmf',[0.4247 -1]
MF2='zero':'gaussmf',[0.1 0]
MF3='pos':'gaussmf',[0.4247 1]

[Input2]
Name='out_dt'
Range=[-1 1]
NumMFs=3
MF1='neg':'gaussmf',[0.4247 -1]
MF2='zero':'gaussmf',[0.2 0]
MF3='pos':'gaussmf',[0.4247 1]

[Output1]
Name='error'
Range=[-1 1]
NumMFs=5
MF1='nb':'trimf',[-1.5 -1 -0.5]
MF2='neg':'trimf',[-1 -0.5 0]
MF3='zero':'trimf',[-0.5 0 0.5]
MF4='pos':'trimf',[0 0.5 1]
MF5='pb':'trimf',[0.5 1 1.5]

[Rules]
1 1, 3 (1) : 1 
1 3, 1 (1) : 1 
1 2, 2 (1) : 1 
3 1, 5 (1) : 1 
3 3, 3 (1) : 1 
3 2, 4 (1) : 1 
2 1, 3 (1) : 1 
2 3, 3 (1) : 1 
2 2, 3 (1) : 1