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 $A=P^{-1}BP$.
We can rewrite this as $PA=BP$.
Suppose $\lambda$ is an eigenvalue of $A$ with eignevector $v$. Then $$PAv=P(\lambda v)=\lambda Pv=BPv$$
$\therefore\lambda$ 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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