How to generate a badly conditioned matrix?
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I want to test how, badly conditioning of a matrix A, will affect calculation of A*x = b where A is my increasingly badly conditioned matrix and x is a vector of ones, so we know the exact solution. This is my code, however it gives me correct results no matter how badly conditioned my matrix is. Do you have any suggestions on what am I doing wrong?
n = 31;
for a = 1:n-1;
A = gallery('randsvd',a,a,4);
%disp(A)
x = ones(a,1);
b = A*x;
xGauss=A\b
xInv=inv(A)*b
end
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Matt J
2013년 11월 9일
편집: Matt J
2013년 11월 9일
I don't think you've actually checked cond(A). Your matrices aren't all that ill-conditioned, for any a=1...30. Here's an example where you can see the effects of ill-conditioning
for a = 1:n-1;
A=vander(1:a);
x = ones(a,1);
b = A*x;
errorSlash=norm(A\b-1)
errorInv=norm(inv(A)*b-1)
end
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