Wednesday, December 27, 2017

linear algebra - Is this circular reasoning, when trying to prove that similar matrices have the same eigenvalues and characteristic polynomial?



I am trying to prove that similar nxn matrices A and B share the same eigenvalues and characteristic polynomial.



I am not sure how to start, but I am tempted to start with something like



tr(A)=tr(B)




and



det(A)=det(B)



since we know that the matrices are similar.



But, this approach sort of seems to be using what I am trying to prove.



Is this a valid approach? Or, should I head in another direction instead?




Thanks,


Answer



If A is similar to B then there exists invertible P such that A=P1BP.



We can rewrite this as PA=BP.



Suppose λ is an eigenvalue of A with eignevector v. Then PAv=P(λv)=λPv=BPv



is an eigenvalue of B with eigenvector Pv.




Switching the roles of A and B gives you that an eigenvalue of B is an eigenvalue of A.


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