Preparing for GRE math subject and I come across this problem:
$S$ and $T$ are linear transformations of a finite space $V$, $ST=TS$, each eigenspace of $S$ is one-dimensional, which of the followings are/is correct?
- Each eigenvector of $S$ is also $T$'s
- Each eigenvector of $T$ is also $S$'s
- $T$ is diagonalizable
Since each eigenspace of $S$ is of one dimension, $S$ should be diagonalizable, but the relationship of $ST=TS$ is hard to interpret. Usually matrix is not communicative, $ST=TS$ should contain some kind of important information.