Monday, December 26, 2016

linear algebra - Block matrix characteristic polynomial



Let nN and AMn(R) a square matrix. Let the block matrix B=(AAAA)M2n(R)



1) Calculate the characteristic polynomial χB unsing χA.




2) Proof that A is diangonalizable B is diagonalisable.


Answer



For the first part: we have
tI2nB=(tInAAAtInA)
Noting that these matrices commute (or in particular, that the lower two matrices commute), we have
det




Second part: I haven't put it all together nicely, but here are some potentially helpful thoughts



Thought 1: If B is diagonalizable, then B has 2n linearly independent eigenvectors. Now, let
v = \pmatrix{v_1\\v_2}
be an eigenvector of B, with v_1,v_2 \in \mathbb{C}^n. What can we say about the vectors v_1 and v_2? Remember that B has the eigenvector 0 of multiplicity n + \operatorname{null}(A).



Thought 2:

\pmatrix{I & I\\ I& -I} \pmatrix{A & A\\ A & A}\pmatrix{I& I\\I & -I} = \pmatrix{4A & 0\\0 & 0}
Or, in particular,
\frac{1}{2}\pmatrix{I & I\\ I& -I} \pmatrix{A & A\\ A & A} \pmatrix{I& I\\I & -I} = \\ \left(\frac{1}{\sqrt{2}}\pmatrix{I & I\\ I& -I}\right)^{-1} \pmatrix{A & A\\ A & A} \frac{1}{\sqrt{2}}\pmatrix{I& I\\I & -I} = \pmatrix{2A & 0\\0 & 0}


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