单层感知器 逻辑“或”运算学习算法 Matlab

X=[1,0,0;1,0,1;1,1,0;1,1,1];
W=[0.5,0.5,0.5];
d=[-1,1,1,1];
r=0.9;
for n=1:1:1000
    m=W(n,1)+W(n,2)*X(mod(n-1,4)+1,2)+W(n,3)*X(mod(n-1,4)+1,3);
    if(m<0)
        y=-1;
    else
        y=1;
    end
    WW=W(n,:)+r*(d(mod(n-1,4)+1)-y)*X(mod(n-1,4)+1,:);
    WW=WW';
    W=W';
    W=[W,WW];
    W=W';

end
plot(0,0,'.');
hold on;
plot(0,1,'x');
hold on;
plot(1,0,'x');
hold on;
plot(1,1,'x');
hold on;
    syms X1 X2;
    ezplot(W(n,1)+X1*W(n,2)+X2*W(n,3));