OpenBLAS/lapack-netlib/SRC/dhgeqz.f

*> \brief \b DHGEQZ
*
*  =========== DOCUMENTATION ===========
*
* Online html documentation available at
*            http://www.netlib.org/lapack/explore-html/
*
*> \htmlonly
*> Download DHGEQZ + dependencies
*> <a href="http://www.netlib.org/cgi-bin/netlibfiles.tgz?format=tgz&filename=/lapack/lapack_routine/dhgeqz.f">
*> [TGZ]</a>
*> <a href="http://www.netlib.org/cgi-bin/netlibfiles.zip?format=zip&filename=/lapack/lapack_routine/dhgeqz.f">
*> [ZIP]</a>
*> <a href="http://www.netlib.org/cgi-bin/netlibfiles.txt?format=txt&filename=/lapack/lapack_routine/dhgeqz.f">
*> [TXT]</a>
*> \endhtmlonly
*
*  Definition:
*  ===========
*
*       SUBROUTINE DHGEQZ( JOB, COMPQ, COMPZ, N, ILO, IHI, H, LDH, T, LDT,
*                          ALPHAR, ALPHAI, BETA, Q, LDQ, Z, LDZ, WORK,
*                          LWORK, INFO )
*
*       .. Scalar Arguments ..
*       CHARACTER          COMPQ, COMPZ, JOB
*       INTEGER            IHI, ILO, INFO, LDH, LDQ, LDT, LDZ, LWORK, N
*       ..
*       .. Array Arguments ..
*       DOUBLE PRECISION   ALPHAI( * ), ALPHAR( * ), BETA( * ),
*      $                   H( LDH, * ), Q( LDQ, * ), T( LDT, * ),
*      $                   WORK( * ), Z( LDZ, * )
*       ..
*
*
*> \par Purpose:
*  =============
*>
*> \verbatim
*>
*> 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
*> corresponding 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
*> factorization may be postmultiplied into an input matrix Q1, and the
*> orthogonal 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
*> generalized 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.
*> \endverbatim
*
*  Arguments:
*  ==========
*
*> \param[in] JOB
*> \verbatim
*>          JOB is CHARACTER*1
*>          = 'E': Compute eigenvalues only;
*>          = 'S': Compute eigenvalues and the Schur form.
*> \endverbatim
*>
*> \param[in] COMPQ
*> \verbatim
*>          COMPQ is 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.
*> \endverbatim
*>
*> \param[in] COMPZ
*> \verbatim
*>          COMPZ is 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.
*> \endverbatim
*>
*> \param[in] N
*> \verbatim
*>          N is INTEGER
*>          The order of the matrices H, T, Q, and Z.  N >= 0.
*> \endverbatim
*>
*> \param[in] ILO
*> \verbatim
*>          ILO is INTEGER
*> \endverbatim
*>
*> \param[in] IHI
*> \verbatim
*>          IHI is 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.
*> \endverbatim
*>
*> \param[in,out] H
*> \verbatim
*>          H is 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.
*>          If JOB = 'E', the diagonal blocks of H match those of S, but
*>          the rest of H is unspecified.
*> \endverbatim
*>
*> \param[in] LDH
*> \verbatim
*>          LDH is INTEGER
*>          The leading dimension of the array H.  LDH >= max( 1, N ).
*> \endverbatim
*>
*> \param[in,out] T
*> \verbatim
*>          T is 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.
*> \endverbatim
*>
*> \param[in] LDT
*> \verbatim
*>          LDT is INTEGER
*>          The leading dimension of the array T.  LDT >= max( 1, N ).
*> \endverbatim
*>
*> \param[out] ALPHAR
*> \verbatim
*>          ALPHAR is DOUBLE PRECISION array, dimension (N)
*>          The real parts of each scalar alpha defining an eigenvalue
*>          of GNEP.
*> \endverbatim
*>
*> \param[out] ALPHAI
*> \verbatim
*>          ALPHAI is 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).
*> \endverbatim
*>
*> \param[out] BETA
*> \verbatim
*>          BETA is 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.
*> \endverbatim
*>
*> \param[in,out] Q
*> \verbatim
*>          Q is DOUBLE PRECISION array, dimension (LDQ, N)
*>          On entry, if COMPQ = 'V', the orthogonal matrix Q1 used in
*>          the reduction of (A,B) to generalized Hessenberg form.
*>          On exit, if COMPQ = 'I', the orthogonal matrix of left Schur
*>          vectors of (H,T), and if COMPQ = 'V', the orthogonal matrix
*>          of left Schur vectors of (A,B).
*>          Not referenced if COMPQ = 'N'.
*> \endverbatim
*>
*> \param[in] LDQ
*> \verbatim
*>          LDQ is INTEGER
*>          The leading dimension of the array Q.  LDQ >= 1.
*>          If COMPQ='V' or 'I', then LDQ >= N.
*> \endverbatim
*>
*> \param[in,out] Z
*> \verbatim
*>          Z is 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'.
*> \endverbatim
*>
*> \param[in] LDZ
*> \verbatim
*>          LDZ is INTEGER
*>          The leading dimension of the array Z.  LDZ >= 1.
*>          If COMPZ='V' or 'I', then LDZ >= N.
*> \endverbatim
*>
*> \param[out] WORK
*> \verbatim
*>          WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK))
*>          On exit, if INFO >= 0, WORK(1) returns the optimal LWORK.
*> \endverbatim
*>
*> \param[in] LWORK
*> \verbatim
*>          LWORK is INTEGER
*>          The dimension of the array WORK.  LWORK >= max(1,N).
*>
*>          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.
*> \endverbatim
*>
*> \param[out] INFO
*> \verbatim
*>          INFO is 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.
*> \endverbatim
*
*  Authors:
*  ========
*
*> \author Univ. of Tennessee
*> \author Univ. of California Berkeley
*> \author Univ. of Colorado Denver
*> \author NAG Ltd.
*
*> \ingroup doubleGEcomputational
*
*> \par Further Details:
*  =====================
*>
*> \verbatim
*>
*>  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.
*> \endverbatim
*>
*  =====================================================================
      SUBROUTINE DHGEQZ( JOB, COMPQ, COMPZ, N, ILO, IHI, H, LDH, T, LDT,
     $                   ALPHAR, ALPHAI, BETA, Q, LDQ, Z, LDZ, WORK,
     $                   LWORK, INFO )
*
*  -- LAPACK computational routine --
*  -- LAPACK is a software package provided by Univ. of Tennessee,    --
*  -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd..--
*
*     .. Scalar Arguments ..
      CHARACTER          COMPQ, COMPZ, JOB
      INTEGER            IHI, ILO, INFO, LDH, LDQ, LDT, LDZ, LWORK, N
*     ..
*     .. Array Arguments ..
      DOUBLE PRECISION   ALPHAI( * ), ALPHAR( * ), BETA( * ),
     $                   H( LDH, * ), Q( LDQ, * ), T( LDT, * ),
     $                   WORK( * ), Z( LDZ, * )
*     ..
*
*  =====================================================================
*
*     .. Parameters ..
*    $                     SAFETY = 1.0E+0 )
      DOUBLE PRECISION   HALF, ZERO, ONE, SAFETY
      PARAMETER          ( HALF = 0.5D+0, ZERO = 0.0D+0, ONE = 1.0D+0,
     $                   SAFETY = 1.0D+2 )
*     ..
*     .. Local Scalars ..
      LOGICAL            ILAZR2, ILAZRO, ILPIVT, ILQ, ILSCHR, ILZ,
     $                   LQUERY
      INTEGER            ICOMPQ, ICOMPZ, IFIRST, IFRSTM, IITER, ILAST,
     $                   ILASTM, IN, ISCHUR, ISTART, J, JC, JCH, JITER,
     $                   JR, MAXIT
      DOUBLE PRECISION   A11, A12, A1I, A1R, A21, A22, A2I, A2R, AD11,
     $                   AD11L, AD12, AD12L, AD21, AD21L, AD22, AD22L,
     $                   AD32L, AN, ANORM, ASCALE, ATOL, B11, B1A, B1I,
     $                   B1R, B22, B2A, B2I, B2R, BN, BNORM, BSCALE,
     $                   BTOL, C, C11I, C11R, C12, C21, C22I, C22R, CL,
     $                   CQ, CR, CZ, ESHIFT, S, S1, S1INV, S2, SAFMAX,
     $                   SAFMIN, SCALE, SL, SQI, SQR, SR, SZI, SZR, T1,
     $                   TAU, TEMP, TEMP2, TEMPI, TEMPR, U1, U12, U12L,
     $                   U2, ULP, VS, W11, W12, W21, W22, WABS, WI, WR,
     $                   WR2
*     ..
*     .. Local Arrays ..
      DOUBLE PRECISION   V( 3 )
*     ..
*     .. External Functions ..
      LOGICAL            LSAME
      DOUBLE PRECISION   DLAMCH, DLANHS, DLAPY2, DLAPY3
      EXTERNAL           LSAME, DLAMCH, DLANHS, DLAPY2, DLAPY3
*     ..
*     .. External Subroutines ..
      EXTERNAL           DLAG2, DLARFG, DLARTG, DLASET, DLASV2, DROT,
     $                   XERBLA
*     ..
*     .. Intrinsic Functions ..
      INTRINSIC          ABS, DBLE, MAX, MIN, SQRT
*     ..
*     .. Executable Statements ..
*
*     Decode JOB, COMPQ, COMPZ
*
      IF( LSAME( JOB, 'E' ) ) THEN
         ILSCHR = .FALSE.
         ISCHUR = 1
      ELSE IF( LSAME( JOB, 'S' ) ) THEN
         ILSCHR = .TRUE.
         ISCHUR = 2
      ELSE
         ISCHUR = 0
      END IF
*
      IF( LSAME( COMPQ, 'N' ) ) THEN
         ILQ = .FALSE.
         ICOMPQ = 1
      ELSE IF( LSAME( COMPQ, 'V' ) ) THEN
         ILQ = .TRUE.
         ICOMPQ = 2
      ELSE IF( LSAME( COMPQ, 'I' ) ) THEN
         ILQ = .TRUE.
         ICOMPQ = 3
      ELSE
         ICOMPQ = 0
      END IF
*
      IF( LSAME( COMPZ, 'N' ) ) THEN
         ILZ = .FALSE.
         ICOMPZ = 1
      ELSE IF( LSAME( COMPZ, 'V' ) ) THEN
         ILZ = .TRUE.
         ICOMPZ = 2
      ELSE IF( LSAME( COMPZ, 'I' ) ) THEN
         ILZ = .TRUE.
         ICOMPZ = 3
      ELSE
         ICOMPZ = 0
      END IF
*
*     Check Argument Values
*
      INFO = 0
      WORK( 1 ) = MAX( 1, N )
      LQUERY = ( LWORK.EQ.-1 )
      IF( ISCHUR.EQ.0 ) THEN
         INFO = -1
      ELSE IF( ICOMPQ.EQ.0 ) THEN
         INFO = -2
      ELSE IF( ICOMPZ.EQ.0 ) THEN
         INFO = -3
      ELSE IF( N.LT.0 ) THEN
         INFO = -4
      ELSE IF( ILO.LT.1 ) THEN
         INFO = -5
      ELSE IF( IHI.GT.N .OR. IHI.LT.ILO-1 ) THEN
         INFO = -6
      ELSE IF( LDH.LT.N ) THEN
         INFO = -8
      ELSE IF( LDT.LT.N ) THEN
         INFO = -10
      ELSE IF( LDQ.LT.1 .OR. ( ILQ .AND. LDQ.LT.N ) ) THEN
         INFO = -15
      ELSE IF( LDZ.LT.1 .OR. ( ILZ .AND. LDZ.LT.N ) ) THEN
         INFO = -17
      ELSE IF( LWORK.LT.MAX( 1, N ) .AND. .NOT.LQUERY ) THEN
         INFO = -19
      END IF
      IF( INFO.NE.0 ) THEN
         CALL XERBLA( 'DHGEQZ', -INFO )
         RETURN
      ELSE IF( LQUERY ) THEN
         RETURN
      END IF
*
*     Quick return if possible
*
      IF( N.LE.0 ) THEN
         WORK( 1 ) = DBLE( 1 )
         RETURN
      END IF
*
*     Initialize Q and Z
*
      IF( ICOMPQ.EQ.3 )
     $   CALL DLASET( 'Full', N, N, ZERO, ONE, Q, LDQ )
      IF( ICOMPZ.EQ.3 )
     $   CALL DLASET( 'Full', N, N, ZERO, ONE, Z, LDZ )
*
*     Machine Constants
*
      IN = IHI + 1 - ILO
      SAFMIN = DLAMCH( 'S' )
      SAFMAX = ONE / SAFMIN
      ULP = DLAMCH( 'E' )*DLAMCH( 'B' )
      ANORM = DLANHS( 'F', IN, H( ILO, ILO ), LDH, WORK )
      BNORM = DLANHS( 'F', IN, T( ILO, ILO ), LDT, WORK )
      ATOL = MAX( SAFMIN, ULP*ANORM )
      BTOL = MAX( SAFMIN, ULP*BNORM )
      ASCALE = ONE / MAX( SAFMIN, ANORM )
      BSCALE = ONE / MAX( SAFMIN, BNORM )
*
*     Set Eigenvalues IHI+1:N
*
      DO 30 J = IHI + 1, N
         IF( T( J, J ).LT.ZERO ) THEN
            IF( ILSCHR ) THEN
               DO 10 JR = 1, J
                  H( JR, J ) = -H( JR, J )
                  T( JR, J ) = -T( JR, J )
   10          CONTINUE
            ELSE
               H( J, J ) = -H( J, J )
               T( J, J ) = -T( J, J )
            END IF
            IF( ILZ ) THEN
               DO 20 JR = 1, N
                  Z( JR, J ) = -Z( JR, J )
   20          CONTINUE
            END IF
         END IF
         ALPHAR( J ) = H( J, J )
         ALPHAI( J ) = ZERO
         BETA( J ) = T( J, J )
   30 CONTINUE
*
*     If IHI < ILO, skip QZ steps
*
      IF( IHI.LT.ILO )
     $   GO TO 380
*
*     MAIN QZ ITERATION LOOP
*
*     Initialize dynamic indices
*
*     Eigenvalues ILAST+1:N have been found.
*        Column operations modify rows IFRSTM:whatever.
*        Row operations modify columns whatever:ILASTM.
*
*     If only eigenvalues are being computed, then
*        IFRSTM is the row of the last splitting row above row ILAST;
*        this is always at least ILO.
*     IITER counts iterations since the last eigenvalue was found,
*        to tell when to use an extraordinary shift.
*     MAXIT is the maximum number of QZ sweeps allowed.
*
      ILAST = IHI
      IF( ILSCHR ) THEN
         IFRSTM = 1
         ILASTM = N
      ELSE
         IFRSTM = ILO
         ILASTM = IHI
      END IF
      IITER = 0
      ESHIFT = ZERO
      MAXIT = 30*( IHI-ILO+1 )
*
      DO 360 JITER = 1, MAXIT
*
*        Split the matrix if possible.
*
*        Two tests:
*           1: H(j,j-1)=0  or  j=ILO
*           2: T(j,j)=0
*
         IF( ILAST.EQ.ILO ) THEN
*
*           Special case: j=ILAST
*
            GO TO 80
         ELSE
            IF( ABS( H( ILAST, ILAST-1 ) ).LE.MAX( SAFMIN, ULP*( 
     $         ABS( H( ILAST, ILAST ) ) + ABS( H( ILAST-1, ILAST-1 ) ) 
     $         ) ) ) THEN
               H( ILAST, ILAST-1 ) = ZERO
               GO TO 80
            END IF
         END IF
*
         IF( ABS( T( ILAST, ILAST ) ).LE.MAX( SAFMIN, ULP*( 
     $         ABS( T( ILAST - 1, ILAST ) ) + ABS( T( ILAST-1, ILAST-1 )
     $          ) ) ) ) THEN
            T( ILAST, ILAST ) = ZERO
            GO TO 70
         END IF
*
*        General case: j<ILAST
*
         DO 60 J = ILAST - 1, ILO, -1
*
*           Test 1: for H(j,j-1)=0 or j=ILO
*
            IF( J.EQ.ILO ) THEN
               ILAZRO = .TRUE.
            ELSE
               IF( ABS( H( J, J-1 ) ).LE.MAX( SAFMIN, ULP*( 
     $         ABS( H( J, J ) ) + ABS( H( J-1, J-1 ) ) 
     $         ) ) ) THEN
                  H( J, J-1 ) = ZERO
                  ILAZRO = .TRUE.
               ELSE
                  ILAZRO = .FALSE.
               END IF
            END IF
*
*           Test 2: for T(j,j)=0
*
            TEMP = ABS ( T( J, J + 1 ) )
            IF ( J .GT. ILO )
     $           TEMP = TEMP + ABS ( T( J - 1, J ) )
            IF( ABS( T( J, J ) ).LT.MAX( SAFMIN,ULP*TEMP ) ) THEN
               T( J, J ) = ZERO
*
*              Test 1a: Check for 2 consecutive small subdiagonals in A
*
               ILAZR2 = .FALSE.
               IF( .NOT.ILAZRO ) THEN
                  TEMP = ABS( H( J, J-1 ) )
                  TEMP2 = ABS( H( J, J ) )
                  TEMPR = MAX( TEMP, TEMP2 )
                  IF( TEMPR.LT.ONE .AND. TEMPR.NE.ZERO ) THEN
                     TEMP = TEMP / TEMPR
                     TEMP2 = TEMP2 / TEMPR
                  END IF
                  IF( TEMP*( ASCALE*ABS( H( J+1, J ) ) ).LE.TEMP2*
     $                ( ASCALE*ATOL ) )ILAZR2 = .TRUE.
               END IF
*
*              If both tests pass (1 & 2), i.e., the leading diagonal
*              element of B in the block is zero, split a 1x1 block off
*              at the top. (I.e., at the J-th row/column) The leading
*              diagonal element of the remainder can also be zero, so
*              this may have to be done repeatedly.
*
               IF( ILAZRO .OR. ILAZR2 ) THEN
                  DO 40 JCH = J, ILAST - 1
                     TEMP = H( JCH, JCH )
                     CALL DLARTG( TEMP, H( JCH+1, JCH ), C, S,
     $                            H( JCH, JCH ) )
                     H( JCH+1, JCH ) = ZERO
                     CALL DROT( ILASTM-JCH, H( JCH, JCH+1 ), LDH,
     $                          H( JCH+1, JCH+1 ), LDH, C, S )
                     CALL DROT( ILASTM-JCH, T( JCH, JCH+1 ), LDT,
     $                          T( JCH+1, JCH+1 ), LDT, C, S )
                     IF( ILQ )
     $                  CALL DROT( N, Q( 1, JCH ), 1, Q( 1, JCH+1 ), 1,
     $                             C, S )
                     IF( ILAZR2 )
     $                  H( JCH, JCH-1 ) = H( JCH, JCH-1 )*C
                     ILAZR2 = .FALSE.
                     IF( ABS( T( JCH+1, JCH+1 ) ).GE.BTOL ) THEN
                        IF( JCH+1.GE.ILAST ) THEN
                           GO TO 80
                        ELSE
                           IFIRST = JCH + 1
                           GO TO 110
                        END IF
                     END IF
                     T( JCH+1, JCH+1 ) = ZERO
   40             CONTINUE
                  GO TO 70
               ELSE
*
*                 Only test 2 passed -- chase the zero to T(ILAST,ILAST)
*                 Then process as in the case T(ILAST,ILAST)=0
*
                  DO 50 JCH = J, ILAST - 1
                     TEMP = T( JCH, JCH+1 )
                     CALL DLARTG( TEMP, T( JCH+1, JCH+1 ), C, S,
     $                            T( JCH, JCH+1 ) )
                     T( JCH+1, JCH+1 ) = ZERO
                     IF( JCH.LT.ILASTM-1 )
     $                  CALL DROT( ILASTM-JCH-1, T( JCH, JCH+2 ), LDT,
     $                             T( JCH+1, JCH+2 ), LDT, C, S )
                     CALL DROT( ILASTM-JCH+2, H( JCH, JCH-1 ), LDH,
     $                          H( JCH+1, JCH-1 ), LDH, C, S )
                     IF( ILQ )
     $                  CALL DROT( N, Q( 1, JCH ), 1, Q( 1, JCH+1 ), 1,
     $                             C, S )
                     TEMP = H( JCH+1, JCH )
                     CALL DLARTG( TEMP, H( JCH+1, JCH-1 ), C, S,
     $                            H( JCH+1, JCH ) )
                     H( JCH+1, JCH-1 ) = ZERO
                     CALL DROT( JCH+1-IFRSTM, H( IFRSTM, JCH ), 1,
     $                          H( IFRSTM, JCH-1 ), 1, C, S )
                     CALL DROT( JCH-IFRSTM, T( IFRSTM, JCH ), 1,
     $                          T( IFRSTM, JCH-1 ), 1, C, S )
                     IF( ILZ )
     $                  CALL DROT( N, Z( 1, JCH ), 1, Z( 1, JCH-1 ), 1,
     $                             C, S )
   50             CONTINUE
                  GO TO 70
               END IF
            ELSE IF( ILAZRO ) THEN
*
*              Only test 1 passed -- work on J:ILAST
*
               IFIRST = J
               GO TO 110
            END IF
*
*           Neither test passed -- try next J
*
   60    CONTINUE
*
*        (Drop-through is "impossible")
*
         INFO = N + 1
         GO TO 420
*
*        T(ILAST,ILAST)=0 -- clear H(ILAST,ILAST-1) to split off a
*        1x1 block.
*
   70    CONTINUE
         TEMP = H( ILAST, ILAST )
         CALL DLARTG( TEMP, H( ILAST, ILAST-1 ), C, S,
     $                H( ILAST, ILAST ) )
         H( ILAST, ILAST-1 ) = ZERO
         CALL DROT( ILAST-IFRSTM, H( IFRSTM, ILAST ), 1,
     $              H( IFRSTM, ILAST-1 ), 1, C, S )
         CALL DROT( ILAST-IFRSTM, T( IFRSTM, ILAST ), 1,
     $              T( IFRSTM, ILAST-1 ), 1, C, S )
         IF( ILZ )
     $      CALL DROT( N, Z( 1, ILAST ), 1, Z( 1, ILAST-1 ), 1, C, S )
*
*        H(ILAST,ILAST-1)=0 -- Standardize B, set ALPHAR, ALPHAI,
*                              and BETA
*
   80    CONTINUE
         IF( T( ILAST, ILAST ).LT.ZERO ) THEN
            IF( ILSCHR ) THEN
               DO 90 J = IFRSTM, ILAST
                  H( J, ILAST ) = -H( J, ILAST )
                  T( J, ILAST ) = -T( J, ILAST )
   90          CONTINUE
            ELSE
               H( ILAST, ILAST ) = -H( ILAST, ILAST )
               T( ILAST, ILAST ) = -T( ILAST, ILAST )
            END IF
            IF( ILZ ) THEN
               DO 100 J = 1, N
                  Z( J, ILAST ) = -Z( J, ILAST )
  100          CONTINUE
            END IF
         END IF
         ALPHAR( ILAST ) = H( ILAST, ILAST )
         ALPHAI( ILAST ) = ZERO
         BETA( ILAST ) = T( ILAST, ILAST )
*
*        Go to next block -- exit if finished.
*
         ILAST = ILAST - 1
         IF( ILAST.LT.ILO )
     $      GO TO 380
*
*        Reset counters
*
         IITER = 0
         ESHIFT = ZERO
         IF( .NOT.ILSCHR ) THEN
            ILASTM = ILAST
            IF( IFRSTM.GT.ILAST )
     $         IFRSTM = ILO
         END IF
         GO TO 350
*
*        QZ step
*
*        This iteration only involves rows/columns IFIRST:ILAST. We
*        assume IFIRST < ILAST, and that the diagonal of B is non-zero.
*
  110    CONTINUE
         IITER = IITER + 1
         IF( .NOT.ILSCHR ) THEN
            IFRSTM = IFIRST
         END IF
*
*        Compute single shifts.
*
*        At this point, IFIRST < ILAST, and the diagonal elements of
*        T(IFIRST:ILAST,IFIRST,ILAST) are larger than BTOL (in
*        magnitude)
*
         IF( ( IITER / 10 )*10.EQ.IITER ) THEN
*
*           Exceptional shift.  Chosen for no particularly good reason.
*           (Single shift only.)
*
            IF( ( DBLE( MAXIT )*SAFMIN )*ABS( H( ILAST, ILAST-1 ) ).LT.
     $          ABS( T( ILAST-1, ILAST-1 ) ) ) THEN
               ESHIFT = H( ILAST, ILAST-1 ) /
     $                  T( ILAST-1, ILAST-1 )
            ELSE
               ESHIFT = ESHIFT + ONE / ( SAFMIN*DBLE( MAXIT ) )
            END IF
            S1 = ONE
            WR = ESHIFT
*
         ELSE
*
*           Shifts based on the generalized eigenvalues of the
*           bottom-right 2x2 block of A and B. The first eigenvalue
*           returned by DLAG2 is the Wilkinson shift (AEP p.512),
*
            CALL DLAG2( H( ILAST-1, ILAST-1 ), LDH,
     $                  T( ILAST-1, ILAST-1 ), LDT, SAFMIN*SAFETY, S1,
     $                  S2, WR, WR2, WI )
*
            IF ( ABS( (WR/S1)*T( ILAST, ILAST ) - H( ILAST, ILAST ) )
     $         .GT. ABS( (WR2/S2)*T( ILAST, ILAST )
     $         - H( ILAST, ILAST ) ) ) THEN
               TEMP = WR
               WR = WR2
               WR2 = TEMP
               TEMP = S1
               S1 = S2
               S2 = TEMP
            END IF
            TEMP = MAX( S1, SAFMIN*MAX( ONE, ABS( WR ), ABS( WI ) ) )
            IF( WI.NE.ZERO )
     $         GO TO 200
         END IF
*
*        Fiddle with shift to avoid overflow
*
         TEMP = MIN( ASCALE, ONE )*( HALF*SAFMAX )
         IF( S1.GT.TEMP ) THEN
            SCALE = TEMP / S1
         ELSE
            SCALE = ONE
         END IF
*
         TEMP = MIN( BSCALE, ONE )*( HALF*SAFMAX )
         IF( ABS( WR ).GT.TEMP )
     $      SCALE = MIN( SCALE, TEMP / ABS( WR ) )
         S1 = SCALE*S1
         WR = SCALE*WR
*
*        Now check for two consecutive small subdiagonals.
*
         DO 120 J = ILAST - 1, IFIRST + 1, -1
            ISTART = J
            TEMP = ABS( S1*H( J, J-1 ) )
            TEMP2 = ABS( S1*H( J, J )-WR*T( J, J ) )
            TEMPR = MAX( TEMP, TEMP2 )
            IF( TEMPR.LT.ONE .AND. TEMPR.NE.ZERO ) THEN
               TEMP = TEMP / TEMPR
               TEMP2 = TEMP2 / TEMPR
            END IF
            IF( ABS( ( ASCALE*H( J+1, J ) )*TEMP ).LE.( ASCALE*ATOL )*
     $          TEMP2 )GO TO 130
  120    CONTINUE
*
         ISTART = IFIRST
  130    CONTINUE
*
*        Do an implicit single-shift QZ sweep.
*
*        Initial Q
*
         TEMP = S1*H( ISTART, ISTART ) - WR*T( ISTART, ISTART )
         TEMP2 = S1*H( ISTART+1, ISTART )
         CALL DLARTG( TEMP, TEMP2, C, S, TEMPR )
*
*        Sweep
*
         DO 190 J = ISTART, ILAST - 1
            IF( J.GT.ISTART ) THEN
               TEMP = H( J, J-1 )
               CALL DLARTG( TEMP, H( J+1, J-1 ), C, S, H( J, J-1 ) )
               H( J+1, J-1 ) = ZERO
            END IF
*
            DO 140 JC = J, ILASTM
               TEMP = C*H( J, JC ) + S*H( J+1, JC )
               H( J+1, JC ) = -S*H( J, JC ) + C*H( J+1, JC )
               H( J, JC ) = TEMP
               TEMP2 = C*T( J, JC ) + S*T( J+1, JC )
               T( J+1, JC ) = -S*T( J, JC ) + C*T( J+1, JC )
               T( J, JC ) = TEMP2
  140       CONTINUE
            IF( ILQ ) THEN
               DO 150 JR = 1, N
                  TEMP = C*Q( JR, J ) + S*Q( JR, J+1 )
                  Q( JR, J+1 ) = -S*Q( JR, J ) + C*Q( JR, J+1 )
                  Q( JR, J ) = TEMP
  150          CONTINUE
            END IF
*
            TEMP = T( J+1, J+1 )
            CALL DLARTG( TEMP, T( J+1, J ), C, S, T( J+1, J+1 ) )
            T( J+1, J ) = ZERO
*
            DO 160 JR = IFRSTM, MIN( J+2, ILAST )
               TEMP = C*H( JR, J+1 ) + S*H( JR, J )
               H( JR, J ) = -S*H( JR, J+1 ) + C*H( JR, J )
               H( JR, J+1 ) = TEMP
  160       CONTINUE
            DO 170 JR = IFRSTM, J
               TEMP = C*T( JR, J+1 ) + S*T( JR, J )
               T( JR, J ) = -S*T( JR, J+1 ) + C*T( JR, J )
               T( JR, J+1 ) = TEMP
  170       CONTINUE
            IF( ILZ ) THEN
               DO 180 JR = 1, N
                  TEMP = C*Z( JR, J+1 ) + S*Z( JR, J )
                  Z( JR, J ) = -S*Z( JR, J+1 ) + C*Z( JR, J )
                  Z( JR, J+1 ) = TEMP
  180          CONTINUE
            END IF
  190    CONTINUE
*
         GO TO 350
*
*        Use Francis double-shift
*
*        Note: the Francis double-shift should work with real shifts,
*              but only if the block is at least 3x3.
*              This code may break if this point is reached with
*              a 2x2 block with real eigenvalues.
*
  200    CONTINUE
         IF( IFIRST+1.EQ.ILAST ) THEN
*
*           Special case -- 2x2 block with complex eigenvectors
*
*           Step 1: Standardize, that is, rotate so that
*
*                       ( B11  0  )
*                   B = (         )  with B11 non-negative.
*                       (  0  B22 )
*
            CALL DLASV2( T( ILAST-1, ILAST-1 ), T( ILAST-1, ILAST ),
     $                   T( ILAST, ILAST ), B22, B11, SR, CR, SL, CL )
*
            IF( B11.LT.ZERO ) THEN
               CR = -CR
               SR = -SR
               B11 = -B11
               B22 = -B22
            END IF
*
            CALL DROT( ILASTM+1-IFIRST, H( ILAST-1, ILAST-1 ), LDH,
     $                 H( ILAST, ILAST-1 ), LDH, CL, SL )
            CALL DROT( ILAST+1-IFRSTM, H( IFRSTM, ILAST-1 ), 1,
     $                 H( IFRSTM, ILAST ), 1, CR, SR )
*
            IF( ILAST.LT.ILASTM )
     $         CALL DROT( ILASTM-ILAST, T( ILAST-1, ILAST+1 ), LDT,
     $                    T( ILAST, ILAST+1 ), LDT, CL, SL )
            IF( IFRSTM.LT.ILAST-1 )
     $         CALL DROT( IFIRST-IFRSTM, T( IFRSTM, ILAST-1 ), 1,
     $                    T( IFRSTM, ILAST ), 1, CR, SR )
*
            IF( ILQ )
     $         CALL DROT( N, Q( 1, ILAST-1 ), 1, Q( 1, ILAST ), 1, CL,
     $                    SL )
            IF( ILZ )
     $         CALL DROT( N, Z( 1, ILAST-1 ), 1, Z( 1, ILAST ), 1, CR,
     $                    SR )
*
            T( ILAST-1, ILAST-1 ) = B11
            T( ILAST-1, ILAST ) = ZERO
            T( ILAST, ILAST-1 ) = ZERO
            T( ILAST, ILAST ) = B22
*
*           If B22 is negative, negate column ILAST
*
            IF( B22.LT.ZERO ) THEN
               DO 210 J = IFRSTM, ILAST
                  H( J, ILAST ) = -H( J, ILAST )
                  T( J, ILAST ) = -T( J, ILAST )
  210          CONTINUE
*
               IF( ILZ ) THEN
                  DO 220 J = 1, N
                     Z( J, ILAST ) = -Z( J, ILAST )
  220             CONTINUE
               END IF
               B22 = -B22
            END IF
*
*           Step 2: Compute ALPHAR, ALPHAI, and BETA (see refs.)
*
*           Recompute shift
*
            CALL DLAG2( H( ILAST-1, ILAST-1 ), LDH,
     $                  T( ILAST-1, ILAST-1 ), LDT, SAFMIN*SAFETY, S1,
     $                  TEMP, WR, TEMP2, WI )
*
*           If standardization has perturbed the shift onto real line,
*           do another (real single-shift) QR step.
*
            IF( WI.EQ.ZERO )
     $         GO TO 350
            S1INV = ONE / S1
*
*           Do EISPACK (QZVAL) computation of alpha and beta
*
            A11 = H( ILAST-1, ILAST-1 )
            A21 = H( ILAST, ILAST-1 )
            A12 = H( ILAST-1, ILAST )
            A22 = H( ILAST, ILAST )
*
*           Compute complex Givens rotation on right
*           (Assume some element of C = (sA - wB) > unfl )
*                            __
*           (sA - wB) ( CZ   -SZ )
*                     ( SZ    CZ )
*
            C11R = S1*A11 - WR*B11
            C11I = -WI*B11
            C12 = S1*A12
            C21 = S1*A21
            C22R = S1*A22 - WR*B22
            C22I = -WI*B22
*
            IF( ABS( C11R )+ABS( C11I )+ABS( C12 ).GT.ABS( C21 )+
     $          ABS( C22R )+ABS( C22I ) ) THEN
               T1 = DLAPY3( C12, C11R, C11I )
               CZ = C12 / T1
               SZR = -C11R / T1
               SZI = -C11I / T1
            ELSE
               CZ = DLAPY2( C22R, C22I )
               IF( CZ.LE.SAFMIN ) THEN
                  CZ = ZERO
                  SZR = ONE
                  SZI = ZERO
               ELSE
                  TEMPR = C22R / CZ
                  TEMPI = C22I / CZ
                  T1 = DLAPY2( CZ, C21 )
                  CZ = CZ / T1
                  SZR = -C21*TEMPR / T1
                  SZI = C21*TEMPI / T1
               END IF
            END IF
*
*           Compute Givens rotation on left
*
*           (  CQ   SQ )
*           (  __      )  A or B
*           ( -SQ   CQ )
*
            AN = ABS( A11 ) + ABS( A12 ) + ABS( A21 ) + ABS( A22 )
            BN = ABS( B11 ) + ABS( B22 )
            WABS = ABS( WR ) + ABS( WI )
            IF( S1*AN.GT.WABS*BN ) THEN
               CQ = CZ*B11
               SQR = SZR*B22
               SQI = -SZI*B22
            ELSE
               A1R = CZ*A11 + SZR*A12
               A1I = SZI*A12
               A2R = CZ*A21 + SZR*A22
               A2I = SZI*A22
               CQ = DLAPY2( A1R, A1I )
               IF( CQ.LE.SAFMIN ) THEN
                  CQ = ZERO
                  SQR = ONE
                  SQI = ZERO
               ELSE
                  TEMPR = A1R / CQ
                  TEMPI = A1I / CQ
                  SQR = TEMPR*A2R + TEMPI*A2I
                  SQI = TEMPI*A2R - TEMPR*A2I
               END IF
            END IF
            T1 = DLAPY3( CQ, SQR, SQI )
            CQ = CQ / T1
            SQR = SQR / T1
            SQI = SQI / T1
*
*           Compute diagonal elements of QBZ
*
            TEMPR = SQR*SZR - SQI*SZI
            TEMPI = SQR*SZI + SQI*SZR
            B1R = CQ*CZ*B11 + TEMPR*B22
            B1I = TEMPI*B22
            B1A = DLAPY2( B1R, B1I )
            B2R = CQ*CZ*B22 + TEMPR*B11
            B2I = -TEMPI*B11
            B2A = DLAPY2( B2R, B2I )
*
*           Normalize so beta > 0, and Im( alpha1 ) > 0
*
            BETA( ILAST-1 ) = B1A
            BETA( ILAST ) = B2A
            ALPHAR( ILAST-1 ) = ( WR*B1A )*S1INV
            ALPHAI( ILAST-1 ) = ( WI*B1A )*S1INV
            ALPHAR( ILAST ) = ( WR*B2A )*S1INV
            ALPHAI( ILAST ) = -( WI*B2A )*S1INV
*
*           Step 3: Go to next block -- exit if finished.
*
            ILAST = IFIRST - 1
            IF( ILAST.LT.ILO )
     $         GO TO 380
*
*           Reset counters
*
            IITER = 0
            ESHIFT = ZERO
            IF( .NOT.ILSCHR ) THEN
               ILASTM = ILAST
               IF( IFRSTM.GT.ILAST )
     $            IFRSTM = ILO
            END IF
            GO TO 350
         ELSE
*
*           Usual case: 3x3 or larger block, using Francis implicit
*                       double-shift
*
*                                    2
*           Eigenvalue equation is  w  - c w + d = 0,
*
*                                         -1 2        -1
*           so compute 1st column of  (A B  )  - c A B   + d
*           using the formula in QZIT (from EISPACK)
*
*           We assume that the block is at least 3x3
*
            AD11 = ( ASCALE*H( ILAST-1, ILAST-1 ) ) /
     $             ( BSCALE*T( ILAST-1, ILAST-1 ) )
            AD21 = ( ASCALE*H( ILAST, ILAST-1 ) ) /
     $             ( BSCALE*T( ILAST-1, ILAST-1 ) )
            AD12 = ( ASCALE*H( ILAST-1, ILAST ) ) /
     $             ( BSCALE*T( ILAST, ILAST ) )
            AD22 = ( ASCALE*H( ILAST, ILAST ) ) /
     $             ( BSCALE*T( ILAST, ILAST ) )
            U12 = T( ILAST-1, ILAST ) / T( ILAST, ILAST )
            AD11L = ( ASCALE*H( IFIRST, IFIRST ) ) /
     $              ( BSCALE*T( IFIRST, IFIRST ) )
            AD21L = ( ASCALE*H( IFIRST+1, IFIRST ) ) /
     $              ( BSCALE*T( IFIRST, IFIRST ) )
            AD12L = ( ASCALE*H( IFIRST, IFIRST+1 ) ) /
     $              ( BSCALE*T( IFIRST+1, IFIRST+1 ) )
            AD22L = ( ASCALE*H( IFIRST+1, IFIRST+1 ) ) /
     $              ( BSCALE*T( IFIRST+1, IFIRST+1 ) )
            AD32L = ( ASCALE*H( IFIRST+2, IFIRST+1 ) ) /
     $              ( BSCALE*T( IFIRST+1, IFIRST+1 ) )
            U12L = T( IFIRST, IFIRST+1 ) / T( IFIRST+1, IFIRST+1 )
*
            V( 1 ) = ( AD11-AD11L )*( AD22-AD11L ) - AD12*AD21 +
     $               AD21*U12*AD11L + ( AD12L-AD11L*U12L )*AD21L
            V( 2 ) = ( ( AD22L-AD11L )-AD21L*U12L-( AD11-AD11L )-
     $               ( AD22-AD11L )+AD21*U12 )*AD21L
            V( 3 ) = AD32L*AD21L
*
            ISTART = IFIRST
*
            CALL DLARFG( 3, V( 1 ), V( 2 ), 1, TAU )
            V( 1 ) = ONE
*
*           Sweep
*
            DO 290 J = ISTART, ILAST - 2
*
*              All but last elements: use 3x3 Householder transforms.
*
*              Zero (j-1)st column of A
*
               IF( J.GT.ISTART ) THEN
                  V( 1 ) = H( J, J-1 )
                  V( 2 ) = H( J+1, J-1 )
                  V( 3 ) = H( J+2, J-1 )
*
                  CALL DLARFG( 3, H( J, J-1 ), V( 2 ), 1, TAU )
                  V( 1 ) = ONE
                  H( J+1, J-1 ) = ZERO
                  H( J+2, J-1 ) = ZERO
               END IF
*
               DO 230 JC = J, ILASTM
                  TEMP = TAU*( H( J, JC )+V( 2 )*H( J+1, JC )+V( 3 )*
     $                   H( J+2, JC ) )
                  H( J, JC ) = H( J, JC ) - TEMP
                  H( J+1, JC ) = H( J+1, JC ) - TEMP*V( 2 )
                  H( J+2, JC ) = H( J+2, JC ) - TEMP*V( 3 )
                  TEMP2 = TAU*( T( J, JC )+V( 2 )*T( J+1, JC )+V( 3 )*
     $                    T( J+2, JC ) )
                  T( J, JC ) = T( J, JC ) - TEMP2
                  T( J+1, JC ) = T( J+1, JC ) - TEMP2*V( 2 )
                  T( J+2, JC ) = T( J+2, JC ) - TEMP2*V( 3 )
  230          CONTINUE
               IF( ILQ ) THEN
                  DO 240 JR = 1, N
                     TEMP = TAU*( Q( JR, J )+V( 2 )*Q( JR, J+1 )+V( 3 )*
     $                      Q( JR, J+2 ) )
                     Q( JR, J ) = Q( JR, J ) - TEMP
                     Q( JR, J+1 ) = Q( JR, J+1 ) - TEMP*V( 2 )
                     Q( JR, J+2 ) = Q( JR, J+2 ) - TEMP*V( 3 )
  240             CONTINUE
               END IF
*
*              Zero j-th column of B (see DLAGBC for details)
*
*              Swap rows to pivot
*
               ILPIVT = .FALSE.
               TEMP = MAX( ABS( T( J+1, J+1 ) ), ABS( T( J+1, J+2 ) ) )
               TEMP2 = MAX( ABS( T( J+2, J+1 ) ), ABS( T( J+2, J+2 ) ) )
               IF( MAX( TEMP, TEMP2 ).LT.SAFMIN ) THEN
                  SCALE = ZERO
                  U1 = ONE
                  U2 = ZERO
                  GO TO 250
               ELSE IF( TEMP.GE.TEMP2 ) THEN
                  W11 = T( J+1, J+1 )
                  W21 = T( J+2, J+1 )
                  W12 = T( J+1, J+2 )
                  W22 = T( J+2, J+2 )
                  U1 = T( J+1, J )
                  U2 = T( J+2, J )
               ELSE
                  W21 = T( J+1, J+1 )
                  W11 = T( J+2, J+1 )
                  W22 = T( J+1, J+2 )
                  W12 = T( J+2, J+2 )
                  U2 = T( J+1, J )
                  U1 = T( J+2, J )
               END IF
*
*              Swap columns if nec.
*
               IF( ABS( W12 ).GT.ABS( W11 ) ) THEN
                  ILPIVT = .TRUE.
                  TEMP = W12
                  TEMP2 = W22
                  W12 = W11
                  W22 = W21
                  W11 = TEMP
                  W21 = TEMP2
               END IF
*
*              LU-factor
*
               TEMP = W21 / W11
               U2 = U2 - TEMP*U1
               W22 = W22 - TEMP*W12
               W21 = ZERO
*
*              Compute SCALE
*
               SCALE = ONE
               IF( ABS( W22 ).LT.SAFMIN ) THEN
                  SCALE = ZERO
                  U2 = ONE
                  U1 = -W12 / W11
                  GO TO 250
               END IF
               IF( ABS( W22 ).LT.ABS( U2 ) )
     $            SCALE = ABS( W22 / U2 )
               IF( ABS( W11 ).LT.ABS( U1 ) )
     $            SCALE = MIN( SCALE, ABS( W11 / U1 ) )
*
*              Solve
*
               U2 = ( SCALE*U2 ) / W22
               U1 = ( SCALE*U1-W12*U2 ) / W11
*
  250          CONTINUE
               IF( ILPIVT ) THEN
                  TEMP = U2
                  U2 = U1
                  U1 = TEMP
               END IF
*
*              Compute Householder Vector
*
               T1 = SQRT( SCALE**2+U1**2+U2**2 )
               TAU = ONE + SCALE / T1
               VS = -ONE / ( SCALE+T1 )
               V( 1 ) = ONE
               V( 2 ) = VS*U1
               V( 3 ) = VS*U2
*
*              Apply transformations from the right.
*
               DO 260 JR = IFRSTM, MIN( J+3, ILAST )
                  TEMP = TAU*( H( JR, J )+V( 2 )*H( JR, J+1 )+V( 3 )*
     $                   H( JR, J+2 ) )
                  H( JR, J ) = H( JR, J ) - TEMP
                  H( JR, J+1 ) = H( JR, J+1 ) - TEMP*V( 2 )
                  H( JR, J+2 ) = H( JR, J+2 ) - TEMP*V( 3 )
  260          CONTINUE
               DO 270 JR = IFRSTM, J + 2
                  TEMP = TAU*( T( JR, J )+V( 2 )*T( JR, J+1 )+V( 3 )*
     $                   T( JR, J+2 ) )
                  T( JR, J ) = T( JR, J ) - TEMP
                  T( JR, J+1 ) = T( JR, J+1 ) - TEMP*V( 2 )
                  T( JR, J+2 ) = T( JR, J+2 ) - TEMP*V( 3 )
  270          CONTINUE
               IF( ILZ ) THEN
                  DO 280 JR = 1, N
                     TEMP = TAU*( Z( JR, J )+V( 2 )*Z( JR, J+1 )+V( 3 )*
     $                      Z( JR, J+2 ) )
                     Z( JR, J ) = Z( JR, J ) - TEMP
                     Z( JR, J+1 ) = Z( JR, J+1 ) - TEMP*V( 2 )
                     Z( JR, J+2 ) = Z( JR, J+2 ) - TEMP*V( 3 )
  280             CONTINUE
               END IF
               T( J+1, J ) = ZERO
               T( J+2, J ) = ZERO
  290       CONTINUE
*
*           Last elements: Use Givens rotations
*
*           Rotations from the left
*
            J = ILAST - 1
            TEMP = H( J, J-1 )
            CALL DLARTG( TEMP, H( J+1, J-1 ), C, S, H( J, J-1 ) )
            H( J+1, J-1 ) = ZERO
*
            DO 300 JC = J, ILASTM
               TEMP = C*H( J, JC ) + S*H( J+1, JC )
               H( J+1, JC ) = -S*H( J, JC ) + C*H( J+1, JC )
               H( J, JC ) = TEMP
               TEMP2 = C*T( J, JC ) + S*T( J+1, JC )
               T( J+1, JC ) = -S*T( J, JC ) + C*T( J+1, JC )
               T( J, JC ) = TEMP2
  300       CONTINUE
            IF( ILQ ) THEN
               DO 310 JR = 1, N
                  TEMP = C*Q( JR, J ) + S*Q( JR, J+1 )
                  Q( JR, J+1 ) = -S*Q( JR, J ) + C*Q( JR, J+1 )
                  Q( JR, J ) = TEMP
  310          CONTINUE
            END IF
*
*           Rotations from the right.
*
            TEMP = T( J+1, J+1 )
            CALL DLARTG( TEMP, T( J+1, J ), C, S, T( J+1, J+1 ) )
            T( J+1, J ) = ZERO
*
            DO 320 JR = IFRSTM, ILAST
               TEMP = C*H( JR, J+1 ) + S*H( JR, J )
               H( JR, J ) = -S*H( JR, J+1 ) + C*H( JR, J )
               H( JR, J+1 ) = TEMP
  320       CONTINUE
            DO 330 JR = IFRSTM, ILAST - 1
               TEMP = C*T( JR, J+1 ) + S*T( JR, J )
               T( JR, J ) = -S*T( JR, J+1 ) + C*T( JR, J )
               T( JR, J+1 ) = TEMP
  330       CONTINUE
            IF( ILZ ) THEN
               DO 340 JR = 1, N
                  TEMP = C*Z( JR, J+1 ) + S*Z( JR, J )
                  Z( JR, J ) = -S*Z( JR, J+1 ) + C*Z( JR, J )
                  Z( JR, J+1 ) = TEMP
  340          CONTINUE
            END IF
*
*           End of Double-Shift code
*
         END IF
*
         GO TO 350
*
*        End of iteration loop
*
  350    CONTINUE
  360 CONTINUE
*
*     Drop-through = non-convergence
*
      INFO = ILAST
      GO TO 420
*
*     Successful completion of all QZ steps
*
  380 CONTINUE
*
*     Set Eigenvalues 1:ILO-1
*
      DO 410 J = 1, ILO - 1
         IF( T( J, J ).LT.ZERO ) THEN
            IF( ILSCHR ) THEN
               DO 390 JR = 1, J
                  H( JR, J ) = -H( JR, J )
                  T( JR, J ) = -T( JR, J )
  390          CONTINUE
            ELSE
               H( J, J ) = -H( J, J )
               T( J, J ) = -T( J, J )
            END IF
            IF( ILZ ) THEN
               DO 400 JR = 1, N
                  Z( JR, J ) = -Z( JR, J )
  400          CONTINUE
            END IF
         END IF
         ALPHAR( J ) = H( J, J )
         ALPHAI( J ) = ZERO
         BETA( J ) = T( J, J )
  410 CONTINUE
*
*     Normal Termination
*
      INFO = 0
*
*     Exit (other than argument error) -- return optimal workspace size
*
  420 CONTINUE
      WORK( 1 ) = DBLE( N )
      RETURN
*
*     End of DHGEQZ
*
      END