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+ SUBROUTINE ZGGEV( JOBVL, JOBVR, N, A, LDA, B, LDB, ALPHA, BETA,
+ $ VL, LDVL, VR, LDVR, WORK, LWORK, RWORK, INFO )
+*
+* -- LAPACK driver routine (version 3.1) --
+* Univ. of Tennessee, Univ. of California Berkeley and NAG Ltd..
+* November 2006
+*
+* .. Scalar Arguments ..
+ CHARACTER JOBVL, JOBVR
+ INTEGER INFO, LDA, LDB, LDVL, LDVR, LWORK, N
+* ..
+* .. Array Arguments ..
+ DOUBLE PRECISION RWORK( * )
+ COMPLEX*16 A( LDA, * ), ALPHA( * ), B( LDB, * ),
+ $ BETA( * ), VL( LDVL, * ), VR( LDVR, * ),
+ $ WORK( * )
+* ..
+*
+* Purpose
+* =======
+*
+* ZGGEV computes for a pair of N-by-N complex nonsymmetric matrices
+* (A,B), the generalized eigenvalues, and optionally, the left and/or
+* right generalized eigenvectors.
+*
+* A generalized eigenvalue for a pair of matrices (A,B) is a scalar
+* lambda or a ratio alpha/beta = lambda, such that A - lambda*B is
+* singular. It is usually represented as the pair (alpha,beta), as
+* there is a reasonable interpretation for beta=0, and even for both
+* being zero.
+*
+* The right generalized eigenvector v(j) corresponding to the
+* generalized eigenvalue lambda(j) of (A,B) satisfies
+*
+* A * v(j) = lambda(j) * B * v(j).
+*
+* The left generalized eigenvector u(j) corresponding to the
+* generalized eigenvalues lambda(j) of (A,B) satisfies
+*
+* u(j)**H * A = lambda(j) * u(j)**H * B
+*
+* where u(j)**H is the conjugate-transpose of u(j).
+*
+* Arguments
+* =========
+*
+* JOBVL (input) CHARACTER*1
+* = 'N': do not compute the left generalized eigenvectors;
+* = 'V': compute the left generalized eigenvectors.
+*
+* JOBVR (input) CHARACTER*1
+* = 'N': do not compute the right generalized eigenvectors;
+* = 'V': compute the right generalized eigenvectors.
+*
+* N (input) INTEGER
+* The order of the matrices A, B, VL, and VR. N >= 0.
+*
+* A (input/output) COMPLEX*16 array, dimension (LDA, N)
+* On entry, the matrix A in the pair (A,B).
+* On exit, A has been overwritten.
+*
+* LDA (input) INTEGER
+* The leading dimension of A. LDA >= max(1,N).
+*
+* B (input/output) COMPLEX*16 array, dimension (LDB, N)
+* On entry, the matrix B in the pair (A,B).
+* On exit, B has been overwritten.
+*
+* LDB (input) INTEGER
+* The leading dimension of B. LDB >= max(1,N).
+*
+* ALPHA (output) COMPLEX*16 array, dimension (N)
+* BETA (output) COMPLEX*16 array, dimension (N)
+* On exit, ALPHA(j)/BETA(j), j=1,...,N, will be the
+* generalized eigenvalues.
+*
+* Note: the quotients ALPHA(j)/BETA(j) may easily over- or
+* underflow, and BETA(j) may even be zero. Thus, the user
+* should avoid naively computing the ratio alpha/beta.
+* However, ALPHA will be always less than and usually
+* comparable with norm(A) in magnitude, and BETA always less
+* than and usually comparable with norm(B).
+*
+* VL (output) COMPLEX*16 array, dimension (LDVL,N)
+* If JOBVL = 'V', the left generalized eigenvectors u(j) are
+* stored one after another in the columns of VL, in the same
+* order as their eigenvalues.
+* Each eigenvector is scaled so the largest component has
+* abs(real part) + abs(imag. part) = 1.
+* Not referenced if JOBVL = 'N'.
+*
+* LDVL (input) INTEGER
+* The leading dimension of the matrix VL. LDVL >= 1, and
+* if JOBVL = 'V', LDVL >= N.
+*
+* VR (output) COMPLEX*16 array, dimension (LDVR,N)
+* If JOBVR = 'V', the right generalized eigenvectors v(j) are
+* stored one after another in the columns of VR, in the same
+* order as their eigenvalues.
+* Each eigenvector is scaled so the largest component has
+* abs(real part) + abs(imag. part) = 1.
+* Not referenced if JOBVR = 'N'.
+*
+* LDVR (input) INTEGER
+* The leading dimension of the matrix VR. LDVR >= 1, and
+* if JOBVR = 'V', LDVR >= N.
+*
+* WORK (workspace/output) COMPLEX*16 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(1,2*N).
+* For good performance, LWORK must generally be larger.
+*
+* If LWORK = -1, then a workspace query is assumed; the routine
+* only calculates 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.
+*
+* RWORK (workspace/output) DOUBLE PRECISION array, dimension (8*N)
+*
+* INFO (output) INTEGER
+* = 0: successful exit
+* < 0: if INFO = -i, the i-th argument had an illegal value.
+* =1,...,N:
+* The QZ iteration failed. No eigenvectors have been
+* calculated, but ALPHA(j) and BETA(j) should be
+* correct for j=INFO+1,...,N.
+* > N: =N+1: other then QZ iteration failed in DHGEQZ,
+* =N+2: error return from DTGEVC.
+*
+* =====================================================================
+*
+* .. Parameters ..
+ DOUBLE PRECISION ZERO, ONE
+ PARAMETER ( ZERO = 0.0D0, ONE = 1.0D0 )
+ COMPLEX*16 CZERO, CONE
+ PARAMETER ( CZERO = ( 0.0D0, 0.0D0 ),
+ $ CONE = ( 1.0D0, 0.0D0 ) )
+* ..
+* .. Local Scalars ..
+ LOGICAL ILASCL, ILBSCL, ILV, ILVL, ILVR, LQUERY
+ CHARACTER CHTEMP
+ INTEGER ICOLS, IERR, IHI, IJOBVL, IJOBVR, ILEFT, ILO,
+ $ IN, IRIGHT, IROWS, IRWRK, ITAU, IWRK, JC, JR,
+ $ LWKMIN, LWKOPT
+ DOUBLE PRECISION ANRM, ANRMTO, BIGNUM, BNRM, BNRMTO, EPS,
+ $ SMLNUM, TEMP
+ COMPLEX*16 X
+* ..
+* .. Local Arrays ..
+ LOGICAL LDUMMA( 1 )
+* ..
+* .. External Subroutines ..
+ EXTERNAL DLABAD, XERBLA, ZGEQRF, ZGGBAK, ZGGBAL, ZGGHRD,
+ $ ZHGEQZ, ZLACPY, ZLASCL, ZLASET, ZTGEVC, ZUNGQR,
+ $ ZUNMQR
+* ..
+* .. External Functions ..
+ LOGICAL LSAME
+ INTEGER ILAENV
+ DOUBLE PRECISION DLAMCH, ZLANGE
+ EXTERNAL LSAME, ILAENV, DLAMCH, ZLANGE
+* ..
+* .. Intrinsic Functions ..
+ INTRINSIC ABS, DBLE, DIMAG, MAX, SQRT
+* ..
+* .. Statement Functions ..
+ DOUBLE PRECISION ABS1
+* ..
+* .. Statement Function definitions ..
+ ABS1( X ) = ABS( DBLE( X ) ) + ABS( DIMAG( X ) )
+* ..
+* .. Executable Statements ..
+*
+* Decode the input arguments
+*
+ IF( LSAME( JOBVL, 'N' ) ) THEN
+ IJOBVL = 1
+ ILVL = .FALSE.
+ ELSE IF( LSAME( JOBVL, 'V' ) ) THEN
+ IJOBVL = 2
+ ILVL = .TRUE.
+ ELSE
+ IJOBVL = -1
+ ILVL = .FALSE.
+ END IF
+*
+ IF( LSAME( JOBVR, 'N' ) ) THEN
+ IJOBVR = 1
+ ILVR = .FALSE.
+ ELSE IF( LSAME( JOBVR, 'V' ) ) THEN
+ IJOBVR = 2
+ ILVR = .TRUE.
+ ELSE
+ IJOBVR = -1
+ ILVR = .FALSE.
+ END IF
+ ILV = ILVL .OR. ILVR
+*
+* Test the input arguments
+*
+ INFO = 0
+ LQUERY = ( LWORK.EQ.-1 )
+ IF( IJOBVL.LE.0 ) THEN
+ INFO = -1
+ ELSE IF( IJOBVR.LE.0 ) THEN
+ INFO = -2
+ ELSE IF( N.LT.0 ) THEN
+ INFO = -3
+ ELSE IF( LDA.LT.MAX( 1, N ) ) THEN
+ INFO = -5
+ ELSE IF( LDB.LT.MAX( 1, N ) ) THEN
+ INFO = -7
+ ELSE IF( LDVL.LT.1 .OR. ( ILVL .AND. LDVL.LT.N ) ) THEN
+ INFO = -11
+ ELSE IF( LDVR.LT.1 .OR. ( ILVR .AND. LDVR.LT.N ) ) THEN
+ INFO = -13
+ END IF
+*
+* Compute workspace
+* (Note: Comments in the code beginning "Workspace:" describe the
+* minimal amount of workspace needed at that point in the code,
+* as well as the preferred amount for good performance.
+* NB refers to the optimal block size for the immediately
+* following subroutine, as returned by ILAENV. The workspace is
+* computed assuming ILO = 1 and IHI = N, the worst case.)
+*
+ IF( INFO.EQ.0 ) THEN
+ LWKMIN = MAX( 1, 2*N )
+ LWKOPT = MAX( 1, N + N*ILAENV( 1, 'ZGEQRF', ' ', N, 1, N, 0 ) )
+ LWKOPT = MAX( LWKOPT, N +
+ $ N*ILAENV( 1, 'ZUNMQR', ' ', N, 1, N, 0 ) )
+ IF( ILVL ) THEN
+ LWKOPT = MAX( LWKOPT, N +
+ $ N*ILAENV( 1, 'ZUNGQR', ' ', N, 1, N, -1 ) )
+ END IF
+ WORK( 1 ) = LWKOPT
+*
+ IF( LWORK.LT.LWKMIN .AND. .NOT.LQUERY )
+ $ INFO = -15
+ END IF
+*
+ IF( INFO.NE.0 ) THEN
+ CALL XERBLA( 'ZGGEV ', -INFO )
+ RETURN
+ ELSE IF( LQUERY ) THEN
+ RETURN
+ END IF
+*
+* Quick return if possible
+*
+ IF( N.EQ.0 )
+ $ RETURN
+*
+* Get machine constants
+*
+ EPS = DLAMCH( 'E' )*DLAMCH( 'B' )
+ SMLNUM = DLAMCH( 'S' )
+ BIGNUM = ONE / SMLNUM
+ CALL DLABAD( SMLNUM, BIGNUM )
+ SMLNUM = SQRT( SMLNUM ) / EPS
+ BIGNUM = ONE / SMLNUM
+*
+* Scale A if max element outside range [SMLNUM,BIGNUM]
+*
+ ANRM = ZLANGE( 'M', N, N, A, LDA, RWORK )
+ ILASCL = .FALSE.
+ IF( ANRM.GT.ZERO .AND. ANRM.LT.SMLNUM ) THEN
+ ANRMTO = SMLNUM
+ ILASCL = .TRUE.
+ ELSE IF( ANRM.GT.BIGNUM ) THEN
+ ANRMTO = BIGNUM
+ ILASCL = .TRUE.
+ END IF
+ IF( ILASCL )
+ $ CALL ZLASCL( 'G', 0, 0, ANRM, ANRMTO, N, N, A, LDA, IERR )
+*
+* Scale B if max element outside range [SMLNUM,BIGNUM]
+*
+ BNRM = ZLANGE( 'M', N, N, B, LDB, RWORK )
+ ILBSCL = .FALSE.
+ IF( BNRM.GT.ZERO .AND. BNRM.LT.SMLNUM ) THEN
+ BNRMTO = SMLNUM
+ ILBSCL = .TRUE.
+ ELSE IF( BNRM.GT.BIGNUM ) THEN
+ BNRMTO = BIGNUM
+ ILBSCL = .TRUE.
+ END IF
+ IF( ILBSCL )
+ $ CALL ZLASCL( 'G', 0, 0, BNRM, BNRMTO, N, N, B, LDB, IERR )
+*
+* Permute the matrices A, B to isolate eigenvalues if possible
+* (Real Workspace: need 6*N)
+*
+ ILEFT = 1
+ IRIGHT = N + 1
+ IRWRK = IRIGHT + N
+ CALL ZGGBAL( 'P', N, A, LDA, B, LDB, ILO, IHI, RWORK( ILEFT ),
+ $ RWORK( IRIGHT ), RWORK( IRWRK ), IERR )
+*
+* Reduce B to triangular form (QR decomposition of B)
+* (Complex Workspace: need N, prefer N*NB)
+*
+ IROWS = IHI + 1 - ILO
+ IF( ILV ) THEN
+ ICOLS = N + 1 - ILO
+ ELSE
+ ICOLS = IROWS
+ END IF
+ ITAU = 1
+ IWRK = ITAU + IROWS
+ CALL ZGEQRF( IROWS, ICOLS, B( ILO, ILO ), LDB, WORK( ITAU ),
+ $ WORK( IWRK ), LWORK+1-IWRK, IERR )
+*
+* Apply the orthogonal transformation to matrix A
+* (Complex Workspace: need N, prefer N*NB)
+*
+ CALL ZUNMQR( 'L', 'C', IROWS, ICOLS, IROWS, B( ILO, ILO ), LDB,
+ $ WORK( ITAU ), A( ILO, ILO ), LDA, WORK( IWRK ),
+ $ LWORK+1-IWRK, IERR )
+*
+* Initialize VL
+* (Complex Workspace: need N, prefer N*NB)
+*
+ IF( ILVL ) THEN
+ CALL ZLASET( 'Full', N, N, CZERO, CONE, VL, LDVL )
+ IF( IROWS.GT.1 ) THEN
+ CALL ZLACPY( 'L', IROWS-1, IROWS-1, B( ILO+1, ILO ), LDB,
+ $ VL( ILO+1, ILO ), LDVL )
+ END IF
+ CALL ZUNGQR( IROWS, IROWS, IROWS, VL( ILO, ILO ), LDVL,
+ $ WORK( ITAU ), WORK( IWRK ), LWORK+1-IWRK, IERR )
+ END IF
+*
+* Initialize VR
+*
+ IF( ILVR )
+ $ CALL ZLASET( 'Full', N, N, CZERO, CONE, VR, LDVR )
+*
+* Reduce to generalized Hessenberg form
+*
+ IF( ILV ) THEN
+*
+* Eigenvectors requested -- work on whole matrix.
+*
+ CALL ZGGHRD( JOBVL, JOBVR, N, ILO, IHI, A, LDA, B, LDB, VL,
+ $ LDVL, VR, LDVR, IERR )
+ ELSE
+ CALL ZGGHRD( 'N', 'N', IROWS, 1, IROWS, A( ILO, ILO ), LDA,
+ $ B( ILO, ILO ), LDB, VL, LDVL, VR, LDVR, IERR )
+ END IF
+*
+* Perform QZ algorithm (Compute eigenvalues, and optionally, the
+* Schur form and Schur vectors)
+* (Complex Workspace: need N)
+* (Real Workspace: need N)
+*
+ IWRK = ITAU
+ IF( ILV ) THEN
+ CHTEMP = 'S'
+ ELSE
+ CHTEMP = 'E'
+ END IF
+ CALL ZHGEQZ( CHTEMP, JOBVL, JOBVR, N, ILO, IHI, A, LDA, B, LDB,
+ $ ALPHA, BETA, VL, LDVL, VR, LDVR, WORK( IWRK ),
+ $ LWORK+1-IWRK, RWORK( IRWRK ), IERR )
+ IF( IERR.NE.0 ) THEN
+ IF( IERR.GT.0 .AND. IERR.LE.N ) THEN
+ INFO = IERR
+ ELSE IF( IERR.GT.N .AND. IERR.LE.2*N ) THEN
+ INFO = IERR - N
+ ELSE
+ INFO = N + 1
+ END IF
+ GO TO 70
+ END IF
+*
+* Compute Eigenvectors
+* (Real Workspace: need 2*N)
+* (Complex Workspace: need 2*N)
+*
+ IF( ILV ) THEN
+ IF( ILVL ) THEN
+ IF( ILVR ) THEN
+ CHTEMP = 'B'
+ ELSE
+ CHTEMP = 'L'
+ END IF
+ ELSE
+ CHTEMP = 'R'
+ END IF
+*
+ CALL ZTGEVC( CHTEMP, 'B', LDUMMA, N, A, LDA, B, LDB, VL, LDVL,
+ $ VR, LDVR, N, IN, WORK( IWRK ), RWORK( IRWRK ),
+ $ IERR )
+ IF( IERR.NE.0 ) THEN
+ INFO = N + 2
+ GO TO 70
+ END IF
+*
+* Undo balancing on VL and VR and normalization
+* (Workspace: none needed)
+*
+ IF( ILVL ) THEN
+ CALL ZGGBAK( 'P', 'L', N, ILO, IHI, RWORK( ILEFT ),
+ $ RWORK( IRIGHT ), N, VL, LDVL, IERR )
+ DO 30 JC = 1, N
+ TEMP = ZERO
+ DO 10 JR = 1, N
+ TEMP = MAX( TEMP, ABS1( VL( JR, JC ) ) )
+ 10 CONTINUE
+ IF( TEMP.LT.SMLNUM )
+ $ GO TO 30
+ TEMP = ONE / TEMP
+ DO 20 JR = 1, N
+ VL( JR, JC ) = VL( JR, JC )*TEMP
+ 20 CONTINUE
+ 30 CONTINUE
+ END IF
+ IF( ILVR ) THEN
+ CALL ZGGBAK( 'P', 'R', N, ILO, IHI, RWORK( ILEFT ),
+ $ RWORK( IRIGHT ), N, VR, LDVR, IERR )
+ DO 60 JC = 1, N
+ TEMP = ZERO
+ DO 40 JR = 1, N
+ TEMP = MAX( TEMP, ABS1( VR( JR, JC ) ) )
+ 40 CONTINUE
+ IF( TEMP.LT.SMLNUM )
+ $ GO TO 60
+ TEMP = ONE / TEMP
+ DO 50 JR = 1, N
+ VR( JR, JC ) = VR( JR, JC )*TEMP
+ 50 CONTINUE
+ 60 CONTINUE
+ END IF
+ END IF
+*
+* Undo scaling if necessary
+*
+ IF( ILASCL )
+ $ CALL ZLASCL( 'G', 0, 0, ANRMTO, ANRM, N, 1, ALPHA, N, IERR )
+*
+ IF( ILBSCL )
+ $ CALL ZLASCL( 'G', 0, 0, BNRMTO, BNRM, N, 1, BETA, N, IERR )
+*
+ 70 CONTINUE
+ WORK( 1 ) = LWKOPT
+*
+ RETURN
+*
+* End of ZGGEV
+*
+ END