Discussion of Householder's method for eigenvalues
After a series of such transformations, we end with a set of diagonal
matrix elements
$$
a_{11}, a'_{22}, a''_{33}\dots a^{n-1}_{nn},
$$
and off-diagonal matrix elements
$$
e_1, e_2,e_3, \dots, e_{n-1}.
$$