Faddeev-Leverrier Method
Letbe
ann � nmatrix.The determination of
eigenvalues
and
eigenvectors
requires the solution of
(1)
whereis
the eigenvalue corresponding to the eigenvector.The
valuesmust
satisfy the equation
(2).
Henceis
a root of an nth degree polynomial
,
which we write in the form
(3).
The Faddeev-Leverrier algorithm is an efficient method for finding the
coefficients
of
the polynomial.As
an additional benefit, the inverse matrixis
obtained at no extra computational expense.
Recall that the trace of the matrix,written,is
(4).
The algorithm generates a sequence of matrices
and
uses their traces to compute the coefficients of,
(5)
Then the characteristic polynomial is given
by
(6).
In addition, the inverse matrix is given by
(7).
For a proof for equations (6) and (7) see
Vera Nikolaevna Faddeeva, "Computational Methods of Linear Algebra," (Translated
From The Russian By Curtis D. Benster), Dover Publications Inc. N.Y., Date
Published: 1959 ISBN: 0486604241.
|