資源簡(jiǎn)介
TS的模糊神經(jīng)網(wǎng)絡(luò)程序,包括數(shù)據(jù)對(duì)比輸出,網(wǎng)絡(luò)均方差輸出對(duì)比,隸屬度函數(shù)對(duì)比
代碼片段和文件信息
clc;
clear;
clear?all
clc
A=xlsread(‘erjitong.xls‘?1?‘A2:C51‘);
B=xlsread(‘erjitong.xls‘?1?‘A52:C101‘);
%C=xlsread(‘erjitong.xls‘?1?‘C2:C201‘);
%D=xlsread(‘erjitong.xls‘?1?‘C202:C401‘);
A(isnan(A))=0?;????????
B(isnan(B))=0?;
%C(isnan(C))=0?;
%D(isnan(D))=0?;
pstudy=A;
ptest=B;
%t=C‘;
%numPts=51;%數(shù)據(jù)點(diǎn)個(gè)數(shù)
%x1=linspace(01numPts);
%y=.6*sin(pi*x1)+.3*sin(3*pi*x1)+.1*sin(5*pi*x1);
%data=[x1‘?y‘];%整體數(shù)據(jù)集
%trnData=data(1:2:numPts:);%訓(xùn)練
%chkData=data(2:2:numPts:);%檢驗(yàn)數(shù)據(jù)
trnData=pstudy;
chkData=ptest;
figure;
plot(trnData(:1)trnData(:2)?‘o‘chkData(:1)chkData(:2)‘x‘);%訓(xùn)練數(shù)據(jù)檢驗(yàn)數(shù)據(jù)分布曲線
%采用genfis1()由訓(xùn)練數(shù)據(jù)直接生成模糊推理系統(tǒng)
numMFs=5;%隸屬度函數(shù)個(gè)數(shù)
mfType=‘gbellmf‘;%類(lèi)型
fisMat=genfis1(trnDatanumMFsmfType);
[xmf]=plotmf(fisMat‘input‘1);%初始隸屬度函
?屬性????????????大小?????日期????時(shí)間???名稱(chēng)
-----------?---------??----------?-----??----
?????文件???????1708??2010-07-14?19:48??fuzzyanfis.m
-----------?---------??----------?-----??----
?????????????????1708????????????????????1
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