Tuesday, November 17, 2015

linear algebra - Characteristic polynomial of a matrix in block form



Let $ A_1, ...,A_n$ be square matrices over a field $F$, and let $A$ have the block form
$$ A= \begin{bmatrix} A_1 & \\ & A_2 & & \\ & &...

& \\
& & & A_n \end{bmatrix} $$
where all other off-diagonal entries are zero. Show that characteristic polynomial $\Delta_A $ of A is $\Delta_A = \Delta_{A_1} \Delta_{A_2} ... \Delta_{A_n} $



Firstly, I observed that $ \Delta_A(A) = 0 \quad \Leftrightarrow \Delta_A(A_1)=...=\Delta_A(A_n) =0 $. But I did not proceed from here.


Answer



The characteristic polynomial is a determinant.
$$\lambda I - A =
\begin{bmatrix} \lambda I_1 - A_1 & \\ & \lambda I_2 -A_2 & & \\ & &... & \\
& & & \lambda I_n -A_n \end{bmatrix}$$




Where $I_j$ are identity matrices of the same size as $A_j$. The determinant of a block-diagonal matrix is the product of the blocks' determinants:
$$ k_A(\lambda) = \det (\lambda I - A) = \det(\lambda I_1 - A_1) \det(\lambda I_2 - A_2) \cdot \ldots \cdot \det(\lambda I_n - A_n). $$


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