We show that a real, symmetric matrix has basis of real-valued orthonormal eigenvectors and that the corresponding eigenvalues are real. We show moreover that these eigenvalues are all non-negative if and only if the matrix is positive semi-definite.
4 Replies to “Eigendecomposition of real, symmetric matrices”