Consider

(3.34) |

The transformation
is orthogonal and it results in
increase in the sum of the squares of the diagonal elements by
.
Consequently, the sum of the squares
of the off-diagonal terms must decrease by
.
Because *S* is limited from below, it must be always greater than or
equal to zero, and it diminishes with every step, eventually we must
converge.