Sunday, 2 February 2014

linear algebra - Finding eigenvectors to eigenvalues, and diagonalization



I just finished solving a problem on finding eigenvectors corresponding to eigenvalues, however, I'm not sure if it is correct. I was wondering if someone could check my work:



For the matrix W=[1232], I must find the eigenvectors corresponding to the eigenvalues, as well as a diagonal matrix similar to W.



I was able to find that the eigenvalues were equal to λ=4,1. Then, I used the equation (AλI)v=0 to solve for the vector.



When λ=4, I set up the equation [1232][4004] = [3232], which gave me the eigenvector [23].




For λ=1, I did the exact same procedure and received the eigenvector which gave me the eigenvector [11].



Did I do this part correctly? How do I find a diagonal matrix similar to W?


Answer



we can use Row operations to obtain a diagonal matrix similar to W




W =
[1232]
r1r2=R1
gives W=[2032]
then R2=2r2 gives
W =
[2064]
now R2=r2+3r1 gives
W=[2004]
and R1=12r1
gives W=[1004]
which is in diagonal form, as required, as you can see the diagonal entries are the eigenvalues you calculated



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