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[parent] example of non-diagonalizable matrices (Example)

Some matrices with real entries which are not diagonalizable over $\mathbb{R}$ are diagonalizable over the complex numbers $\mathbb{C}$

For instance,

$$A = \begin{pmatrix} 0 &-1 \\ 1 & 0 \end{pmatrix} $$

has $\lambda^2+1$ as characteristic polynomial. This polynomial doesn't factor over the reals, but over $\mathbb{C}$ it does. Its roots are $\lambda = \pm i$

Interpreting the matrix as a linear transformation $\mathbb{C}^2 \to \mathbb{C}^2$ it has eigenvalues $i$ and $-i$ and linearly independent eigenvectors $(1, -i)$ $(-i, 1)$ So we can diagonalize $A$

$$A = \begin{pmatrix} 0 &-1 \\ 1 & 0 \end{pmatrix}=\begin{pmatrix} 1 & -i \\ -i & 1 \end{pmatrix}\begin{pmatrix} i&0 \\0&-i \end{pmatrix}\begin {pmatrix} .5&.5i \\.5i&.5 \end{pmatrix}$$

But there exist real matrices which aren't diagonalizable even if complex eigenvectors and eigenvalues are allowed.

For example,

$$B = \begin{pmatrix} 0 & 1 \\ 0 & 0 \end{pmatrix}$$

cannot be written as $U D U^{-1}$ with $D$ diagonal.

In fact, the characteristic polynomial is $\lambda^2$ and it has only one double root $\lambda=0$ However the eigenspace corresponding to the $0$ (kernel) eigenvalue has dimension 1.

$B \begin{pmatrix} v_1 \\v_2 \end{pmatrix} = \begin{pmatrix} 0 \\0 \end{pmatrix} \iff v_2 = 0 $ and thus the eigenspace is $ker(B) = span_{\mathbb{C}}\left \{ (1,0)^T \right\}$ with only one dimension.

There isn't a change of basis where $B$ is diagonal.




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Cross-references: change of basis, dimension, kernel, eigenspace, diagonal, complex, even, diagonalize, linearly independent, eigenvalues, linear transformation, roots, factor, polynomial, characteristic polynomial, complex numbers, diagonalizable, real, matrices

This is version 11 of example of non-diagonalizable matrices, born on 2004-03-11, modified 2006-07-09.
Object id is 5686, canonical name is ExampleOfNonDiagonalizableMatrices2.
Accessed 4440 times total.

Classification:
AMS MSC15-00 (Linear and multilinear algebra; matrix theory :: General reference works )

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