Under conditions similar to those in the Hermitian case, the
power method for the non-Hermitian matrix converges
to
, the largest
eigenvalue in magnitude. The convergence rate depends
on the ratio
, where
is the second largest eigenvalue of in
magnitude. For detailed discussions of the power method, see
Wilkinson [457], Golub and Van Loan [198], and
Demmel [114].