package r1;
public class drive {
int datanumber,number;
int[] y=new int[201];
int[][] es=new int[201][4];
double sig;
double[] delta=new double[3];
double[][] x=new double[201][4];
double[] alpha=new double[3];
double[][] beta=new double[3][3];
double[] ddelta=new double[3];
double dsig;
double[] dalpha=new double[3];
double[][] dbeta=new double[3][3];
void makedata(int n){
ex sub=new ex();
sub.alpha=alpha;
sub.beta=beta;
sub.x=x;
sub.e=es;
sub.datanumber=datanumber;
sub.number=number;
double u1=sub.makedata(n);
double de=0.01;
double[] alphax=new double[3];
alphax[n]=alpha[n]+de;
ex sub2=new ex();
sub2.alpha=alphax;
sub2.beta=beta;
sub2.x=x;
sub2.e=es;
sub2.datanumber=datanumber;
sub2.number=number;
double u2=sub2.makedata(n);
dalpha[n]=(u2-u1)/de;
double[][] betax=new double[3][3];
int s;
for(s=1;s<number+1;s++){
int sx;
for(sx=1;sx<number+1;sx++){
betax[n][sx]=beta[n][sx];
}
betax[n][s]=betax[n][s]+de;
ex sub3=new ex();
sub3.beta=betax;
sub3.alpha=alpha;
sub3.x=x;
sub3.e=es;
sub3.datanumber=datanumber;
sub3.number=number;
double u3=sub3.makedata(n);
dbeta[n][s]=(u3-u1)/de;
}
double du=-u1/100;
double dz=dalpha[n]*dalpha[n];
for(s=1;s<number+1;s++){
dz=dz+dbeta[n][s]*dbeta[n][s];
}
double t=du/dz;
alphax[n]=alpha[n]+t*dalpha[n];
for(s=1;s<number+1;s++){
betax[n][s]=beta[n][s]+t*dbeta[n][s];
}
ex sub4=new ex();
sub4.beta=betax;
sub4.alpha=alphax;
sub4.x=x;
sub4.e=es;
sub4.datanumber=datanumber;
sub4.number=number;
double u4=sub4.makedata(n);
if(u1>u4){
alpha[n]=alpha[n]+dalpha[n]*t;
for(s=1;s<number+1;s++){
beta[n][s]=betax[n][s];
}
}
}}
package r1;
public class ex {
int datanumber,number;
double[][] x=new double[201][4];
int[][] e=new int[201][4];
double[] alpha=new double[3];
double[][] beta=new double[3][3];
double makedata(int tr){
int s,sx;
double zz=0;
for(s=1;s<datanumber+1;s++){
double z=alpha[tr];
for(sx=1;sx<number+1;sx++){
z=z+beta[tr][sx]*x[s][sx];
}
double z1=1/(1+Math.exp(-z));
if(e[s][tr]>0.5)zz=zz+(z1-1)*(z1-1);
if(e[s][tr]<0.5)zz=zz+z1*z1;
}
return zz;
}
}
最終更新:2016年12月28日 11:32