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Possible Duplicate:
Simultaneous diagonalization

If $A$ and $B$ are diagonalisable matrices such that $AB=BA$, prove that there exists an invertible matrix $P$ such that $P^{-1}AP$ and $P^{-1}BP$ are diagonal matrices.

If such $P$ exists, the columns of $P$ must be eigenvectors of $A$ and $B$, right? So we need to prove that $A$ and $B$ have exactly the same eigenvectors. If $x$ is an eigenvector of $A$ associated to an eigenvalue $\lambda$, then $ABx=BAx=B\lambda x=\lambda Bx$. So $Bx$ is also an eigenvector of $A$. I'm not sure how to continue from here.

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    @kdewrwe:$A$subspace $W$ is $A$-invariant if for every $w\in W$, $Aw \in W$. That is, the restriction of $A$ to $W$ is a linear map from $A$ to itself.2011-11-23

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