Linear Algebra – Examples of Non-Similar Invertible Matrices with Same Minimal and Characteristic Polynomial

linear algebramatrices

I'm trying with matrices over $\mathbb F_2$ and trying to have a look at the Jordan canonical forms of these matrices. If the size of the biggest Jordan block is the same with 1's in all diagonal entries, we do get non-similar invertible matrices with same minimal and characteristic polynomial. But what do I do for satisfying the last condition on eigenspace? Please provide examples if possible and also please explain why it works.

Best Answer

Working over $\mathbb{F}_2$ makes this pretty simple. If your matrices are invertible, then $1$ is the only eigenvalue they can have. Any two invertible $n\times n$ matrices in $\mathbb{F}_2$ will have characteristic polynomial $p(x)=(x-1)^n$. By choosing the largest Jordan block to be the same size between the two matrices, we get two matrices with equal minimal polynomial $q(x) = (x-1)^k$, where $k$ is the size of the largest block. Finally, for the two to have eigenspaces of equal dimension, we must have an equal number of Jordan blocks (recall that the number of Jordan blocks corresponding to an eigenvalue $\lambda$ is equal to the geometric multiplicity of $\lambda$).

You can check that the largest Jordan block must be larger than $2\times 2$, or you cannot possibly fulfill the above conditions. Thus at least a $3\times 3$ block is needed. It is also sufficient, since we can have $$\begin{pmatrix} 1 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 1 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 1 & 1 & 0 & 0\\ 0 & 0 & 0 & 0 & 1 & 0 & 0\\ 0 & 0 & 0 & 0 & 0 & 1 & 1\\ 0 & 0 & 0 & 0 & 0 & 0 & 1\end{pmatrix},\ \begin{pmatrix} 1 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 1 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 1 & 1 & 0 & 0\\ 0 & 0 & 0 & 0 & 1 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & 1\end{pmatrix},$$ which are two non-similar invertible matrices with characteristic polynomial $p(x) = (x-1)^7$, minimal polynomial $q(x) = (x-1)^3$ and eigenspaces of dimension $3$.