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If a matrix $A$ is diagonalizable, is $A$ invertible?

I know that $P^{-1}AP = \text{some diagonal matrix}$ and therefore $P$ is invertible, but not sure of $A$ itself.

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    $\begingroup$ The zero matrix is diagonalizable.... $\endgroup$ – N. S. Dec 9 '12 at 4:33
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If that diagonal matrix has any zeroes on the diagonal, then $A$ is not invertible. Otherwise, $A$ is invertible. The determinant of the diagonal matrix is simply the product of the diagonal elements, but it's also equal to the determinant of $A$.

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No. For instance, the zero matrix is diagonalizable, but isn't invertible.

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  • $\begingroup$ I agree, but may I get a source for the same? $\endgroup$ – Aaron John Sabu Feb 25 '18 at 4:41
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A square matrix is invertible if an only if its kernel is $0$, and an element of the kernel is the same thing as an eigenvector with eigenvalue $0$, since it is mapped to $0$ times itself, which is $0$.

When we diagonalize a matrix, we pick a basis so that the matrix's eigenvalues are on the diagonal, and all other entries are $0$. So if $P^{-1}AP$ is diagonal, then $P^{-1}AP$ is invertible if an only if none of its diagonal entries (eigenvalues) are $0$.

$P^{-1}AP$ is invertible if an only if $A$ is invertible because they are the same transformation, written with different bases. Alternatively, note that $(P^{-1}AP)^{-1}=P^{-1}A^{-1}P$.

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