.

The eigenvectors of are generally different to those of . However, there is a relationship between the two:

If is an eigenvector of corresponding to the eigenvalue and is an eigenvector of corresponding to the eigenvalue then .

Proof:

.... (1)

.... (2)

(1) - (2): and the result is easily seen.