Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2014/iii/paper-44/1/a/solution

For a unitary matrix, , so . Cyclicity of the trace then gives for both powers entering the action. Thus the action is invariant under unitary conjugation.
The spectral theorem for normal operators diagonalizes a finite-dimensional Hermitian matrix by a unitary matrix. Applying the invariance to that diagonal form gives
Only the eigenvalues enter, not the choice of eigenvectors.

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