[Math] Finding all invariant subspaces of a matrix

invariant-subspacelinear algebramatrices

Let $\alpha$ be a real number. Find all invariant subspaces for the matrix
$$
\begin{pmatrix}
\cos \alpha & -\sin \alpha & 0 \\
\sin \alpha & \cos \alpha & 0 \\
0 & 0 & 1 \\
\end{pmatrix}.
$$

How does the result depend on $\alpha$?

I am a bit confused about how to find all the spaces. I can see that if $\alpha=0$ then every subspace is invariant, but what do I do in other cases? Should I find the eigenspaces?

Best Answer

We assume that $\alpha\notin \pi\mathbb{Z}$. Your matrix, say $R$, has $3$ distinct eigenvalues over $\mathbb{C}$: $e^{i\alpha},e^{-i\alpha},1$ with associated eigenvectors $v,\bar{v},e_3$. A general result says that the proper invariant subspaces over $\mathbb{C}$ are the $span(U)$, where $U$ goes through the strict subsets of $\{v,\bar{v},e_3\}$ (there are $6$ such vector spaces).

Over $\mathbb{R}$, you must group the two first eigenvectors and you cannot group $v,e_3$ or $\bar{v},e_3$. Then, there are only two proper invariant spaces: $span_{\mathbb{R}}(e_1,e_2)\subset span_{\mathbb{C}}(v,\bar{v})$ and $span(e_3)$.

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