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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?

  1. Each eigenvector of $S$ is also $T$'s
  2. Each eigenvector of $T$ is also $S$'s
  3. $T$ 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.

Arnaud D.
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JP Zhang
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