numbers coming from the equation of an ellipse eigenvectors show the direction of axes of the ellipse eigenvalues show the square of the length of the axes just the radiuses just keep the main diagonal of the matrix cast to grid SIMPLE EXAMPLE : a Dim(N, N) grid, that is, a square matrix a Dim(N) grid, the diagonal vector