DHGEQZ(1) LAPACK routine (version 3.2) DHGEQZ(1)NAME
DHGEQZ - computes the eigenvalues of a real matrix pair (H,T),
SYNOPSIS
SUBROUTINE DHGEQZ( JOB, COMPQ, COMPZ, N, ILO, IHI, H, LDH, T, LDT,
ALPHAR, ALPHAI, BETA, Q, LDQ, Z, LDZ, WORK, LWORK,
INFO )
CHARACTER COMPQ, COMPZ, JOB
INTEGER IHI, ILO, INFO, LDH, LDQ, LDT, LDZ, LWORK, N
DOUBLE PRECISION ALPHAI( * ), ALPHAR( * ), BETA( * ), H(
LDH, * ), Q( LDQ, * ), T( LDT, * ), WORK( * ), Z(
LDZ, * )
PURPOSE
DHGEQZ computes the eigenvalues of a real matrix pair (H,T), where H is
an upper Hessenberg matrix and T is upper triangular, using the double-
shift QZ method.
Matrix pairs of this type are produced by the reduction to generalized
upper Hessenberg form of a real matrix pair (A,B):
A = Q1*H*Z1**T, B = Q1*T*Z1**T,
as computed by DGGHRD.
If JOB='S', then the Hessenberg-triangular pair (H,T) is
also reduced to generalized Schur form,
H = Q*S*Z**T, T = Q*P*Z**T,
where Q and Z are orthogonal matrices, P is an upper triangular matrix,
and S is a quasi-triangular matrix with 1-by-1 and 2-by-2 diagonal
blocks.
The 1-by-1 blocks correspond to real eigenvalues of the matrix pair
(H,T) and the 2-by-2 blocks correspond to complex conjugate pairs of
eigenvalues.
Additionally, the 2-by-2 upper triangular diagonal blocks of P corre‐
sponding to 2-by-2 blocks of S are reduced to positive diagonal form,
i.e., if S(j+1,j) is non-zero, then P(j+1,j) = P(j,j+1) = 0, P(j,j) >
0, and P(j+1,j+1) > 0.
Optionally, the orthogonal matrix Q from the generalized Schur factor‐
ization may be postmultiplied into an input matrix Q1, and the orthogo‐
nal matrix Z may be postmultiplied into an input matrix Z1. If Q1 and
Z1 are the orthogonal matrices from DGGHRD that reduced the matrix pair
(A,B) to generalized upper Hessenberg form, then the output matrices
Q1*Q and Z1*Z are the orthogonal factors from the generalized Schur
factorization of (A,B):
A = (Q1*Q)*S*(Z1*Z)**T, B = (Q1*Q)*P*(Z1*Z)**T.
To avoid overflow, eigenvalues of the matrix pair (H,T) (equivalently,
of (A,B)) are computed as a pair of values (alpha,beta), where alpha is
complex and beta real.
If beta is nonzero, lambda = alpha / beta is an eigenvalue of the gen‐
eralized nonsymmetric eigenvalue problem (GNEP)
A*x = lambda*B*x
and if alpha is nonzero, mu = beta / alpha is an eigenvalue of the
alternate form of the GNEP
mu*A*y = B*y.
Real eigenvalues can be read directly from the generalized Schur form:
alpha = S(i,i), beta = P(i,i).
Ref: C.B. Moler & G.W. Stewart, "An Algorithm for Generalized Matrix
Eigenvalue Problems", SIAM J. Numer. Anal., 10(1973),
pp. 241--256.
ARGUMENTS
JOB (input) CHARACTER*1
= 'E': Compute eigenvalues only;
= 'S': Compute eigenvalues and the Schur form.
COMPQ (input) CHARACTER*1
= 'N': Left Schur vectors (Q) are not computed;
= 'I': Q is initialized to the unit matrix and the matrix Q of
left Schur vectors of (H,T) is returned; = 'V': Q must contain
an orthogonal matrix Q1 on entry and the product Q1*Q is
returned.
COMPZ (input) CHARACTER*1
= 'N': Right Schur vectors (Z) are not computed;
= 'I': Z is initialized to the unit matrix and the matrix Z of
right Schur vectors of (H,T) is returned; = 'V': Z must contain
an orthogonal matrix Z1 on entry and the product Z1*Z is
returned.
N (input) INTEGER
The order of the matrices H, T, Q, and Z. N >= 0.
ILO (input) INTEGER
IHI (input) INTEGER ILO and IHI mark the rows and columns
of H which are in Hessenberg form. It is assumed that A is
already upper triangular in rows and columns 1:ILO-1 and
IHI+1:N. If N > 0, 1 <= ILO <= IHI <= N; if N = 0, ILO=1 and
IHI=0.
H (input/output) DOUBLE PRECISION array, dimension (LDH, N)
On entry, the N-by-N upper Hessenberg matrix H. On exit, if
JOB = 'S', H contains the upper quasi-triangular matrix S from
the generalized Schur factorization; 2-by-2 diagonal blocks
(corresponding to complex conjugate pairs of eigenvalues) are
returned in standard form, with H(i,i) = H(i+1,i+1) and
H(i+1,i)*H(i,i+1) < 0. If JOB = 'E', the diagonal blocks of H
match those of S, but the rest of H is unspecified.
LDH (input) INTEGER
The leading dimension of the array H. LDH >= max( 1, N ).
T (input/output) DOUBLE PRECISION array, dimension (LDT, N)
On entry, the N-by-N upper triangular matrix T. On exit, if
JOB = 'S', T contains the upper triangular matrix P from the
generalized Schur factorization; 2-by-2 diagonal blocks of P
corresponding to 2-by-2 blocks of S are reduced to positive
diagonal form, i.e., if H(j+1,j) is non-zero, then T(j+1,j) =
T(j,j+1) = 0, T(j,j) > 0, and T(j+1,j+1) > 0. If JOB = 'E',
the diagonal blocks of T match those of P, but the rest of T is
unspecified.
LDT (input) INTEGER
The leading dimension of the array T. LDT >= max( 1, N ).
ALPHAR (output) DOUBLE PRECISION array, dimension (N)
The real parts of each scalar alpha defining an eigenvalue of
GNEP.
ALPHAI (output) DOUBLE PRECISION array, dimension (N)
The imaginary parts of each scalar alpha defining an eigenvalue
of GNEP. If ALPHAI(j) is zero, then the j-th eigenvalue is
real; if positive, then the j-th and (j+1)-st eigenvalues are a
complex conjugate pair, with ALPHAI(j+1) = -ALPHAI(j).
BETA (output) DOUBLE PRECISION array, dimension (N)
The scalars beta that define the eigenvalues of GNEP.
Together, the quantities alpha = (ALPHAR(j),ALPHAI(j)) and beta
= BETA(j) represent the j-th eigenvalue of the matrix pair
(A,B), in one of the forms lambda = alpha/beta or mu =
beta/alpha. Since either lambda or mu may overflow, they
should not, in general, be computed.
Q (input/output) DOUBLE PRECISION array, dimension (LDQ, N)
On entry, if COMPZ = 'V', the orthogonal matrix Q1 used in the
reduction of (A,B) to generalized Hessenberg form. On exit, if
COMPZ = 'I', the orthogonal matrix of left Schur vectors of
(H,T), and if COMPZ = 'V', the orthogonal matrix of left Schur
vectors of (A,B). Not referenced if COMPZ = 'N'.
LDQ (input) INTEGER
The leading dimension of the array Q. LDQ >= 1. If COMPQ='V'
or 'I', then LDQ >= N.
Z (input/output) DOUBLE PRECISION array, dimension (LDZ, N)
On entry, if COMPZ = 'V', the orthogonal matrix Z1 used in the
reduction of (A,B) to generalized Hessenberg form. On exit, if
COMPZ = 'I', the orthogonal matrix of right Schur vectors of
(H,T), and if COMPZ = 'V', the orthogonal matrix of right Schur
vectors of (A,B). Not referenced if COMPZ = 'N'.
LDZ (input) INTEGER
The leading dimension of the array Z. LDZ >= 1. If COMPZ='V'
or 'I', then LDZ >= N.
WORK (workspace/output) DOUBLE PRECISION array, dimension
(MAX(1,LWORK))
On exit, if INFO >= 0, WORK(1) returns the optimal LWORK.
LWORK (input) INTEGER
The dimension of the array WORK. LWORK >= max(1,N). If LWORK
= -1, then a workspace query is assumed; the routine only cal‐
culates the optimal size of the WORK array, returns this value
as the first entry of the WORK array, and no error message
related to LWORK is issued by XERBLA.
INFO (output) INTEGER
= 0: successful exit
< 0: if INFO = -i, the i-th argument had an illegal value
= 1,...,N: the QZ iteration did not converge. (H,T) is not in
Schur form, but ALPHAR(i), ALPHAI(i), and BETA(i),
i=INFO+1,...,N should be correct. = N+1,...,2*N: the shift
calculation failed. (H,T) is not in Schur form, but ALPHAR(i),
ALPHAI(i), and BETA(i), i=INFO-N+1,...,N should be correct.
FURTHER DETAILS
Iteration counters:
JITER -- counts iterations.
IITER -- counts iterations run since ILAST was last
changed. This is therefore reset only when a 1-by-1 or
2-by-2 block deflates off the bottom.
LAPACK routine (version 3.2) November 2008 DHGEQZ(1)
