Suppose that \(A\) is an \(n\times n\) matrix with \(n\) distinct eigenvalues.
- How are the eigenvalues of \(A\) and \(A^*\) related?
- Show that the eigenvectors of \(A\) and \(A^*\) form a biorthogonal set, that is, if \(\{\phi _i\}_{i=1}^n\) and \(\{\psi _i\}_{i=1}^n\) are the eigenvectors of \(A\) and \(A^*\), appropriately ordered, then \(\langle \phi _i,\psi _j\rangle =0\) if \(i\ne j\).
- Establish that \(\langle \phi _i,\psi _i\rangle \ne 0\).