Paper 3, Section II, D
Part IA, 2007
Let be a real symmetric matrix. Prove that every eigenvalue of is real, and that eigenvectors corresponding to distinct eigenvalues are orthogonal. Indicate clearly where in your argument you have used the fact that is real.
What does it mean to say that a real matrix is orthogonal ? Show that if is orthogonal and is as above then is symmetric. If is any real invertible matrix, must be symmetric? Justify your answer.
Give, with justification, real matrices with the following properties:
(i) has no real eigenvalues;
(ii) is not diagonalisable over ;
(iii) is diagonalisable over , but not over ;
(iv) is diagonalisable over , but does not have an orthonormal basis of eigenvectors.