Let be a polynomial,if the eigenvalue of is , then the eigenvalue of is
we may look as a polynomial series of (limit)
note that:
but is the eigenvalue of (regard it as polynomial)
so
In the case where the matrix is diagonal then it is easy to show that the identity holds because if is one of the diagonal entries, the corresponding entry of will be .