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test.m:
n=8;
r=0.01;
a=ones(n,1);
b=ones(n-1,1);
I=eye(n);
MM=2*diag(a)-diag(b,-1)-diag(b,1);
N=0.5*diag(b,-1)-0.5*diag(b,1);
A=MM+2*r*N+100*I/(n+1);
B=A;
X=rand(n,n);
F=A*X+X*B;
E=kron(I,A)+kron(B',I);
b=F( ;
%x=E\b;
x0=b;
ww=0.01:0.01:1.99;
D=diag(diag(E)); %ÇóEµÄ¶Ô½Ç¾ØÕó
L=-tril(E,-1); %ÇóEµÄÏÂÈý½Ç¾ØÕó
U=-triu(E,1); %ÇóEµÄÉÏÈý½Ç¾ØÕó
for i=1:length(ww)
w=ww(i);
B=inv(D-L*w)*((1-w)*D+w*U);
p(i)=max(max(abs(eig(B))));
%plot(ww,p);
[x,n1]=SOR(E,b,x0,w);
mm(i)=n1;
end
plot(ww,mm);
Xe=reshape(x,n,n);
errror=norm((Xe-X),2)
SOR.m:
function [x,n1]=SOR(E,b,x0,w,eps,M)
if nargin==4
eps=1.0e-6;
M=2000;
elseif nargin<4
error
return
elseif nargin==5
M=200;
end
if(w<=0 || w>=2) %ÊÕÁ²Ìõ¼þÒªÇó
error;
return;
end
D=diag(diag(E)); %ÇóEµÄ¶Ô½Ç¾ØÕó
L=-tril(E,-1); %ÇóEµÄÏÂÈý½Ç¾ØÕó
U=-triu(E,1); %ÇóEµÄÉÏÈý½Ç¾ØÕó
B=inv(D-L*w)*((1-w)*D+w*U);
f=w*inv((D-L*w))*b;
x=B*x0+f;
n1=1; %µü´ú´ÎÊý
%µü´ú¹ý³Ì
while norm(x-x0)>=eps
x0=x;
x=B*x0+f;
n1=n1+1;
if(n1>=M)
disp('Warining:µü´ú´ÎÊýÌ«¶à£¬¿ÉÄܲ»ÊÕÁ²£¡');
return;
end
end
test2.m
w=1.02
n=8;
r=0.01;
a=ones(n,1);
b=ones(n-1,1);
I=eye(n);
M=2*diag(a)-diag(b,-1)-diag(b,1);
N=0.5*diag(b,-1)-0.5*diag(b,1);
A=M+2*r*N+100*I/(n+1);
B=A;
X=rand(n,n);
F=A*X+X*B;
E=kron(I,A)+kron(B',I);
b=F( ;
%x=E\b;
x0=b;
[x,n1]=SOR(E,b,x0,w)
Xe=reshape(x,n,n);
errror=norm((Xe-X),2)
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1.png
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