          SUBROUTINE SLASD7( ICOMPQ, NL, NR, SQRE, K, D, Z, ZW, VF, VFW, VL,
         $                   VLW, ALPHA, BETA, DSIGMA, IDX, IDXP, IDXQ,
         $                   PERM, GIVPTR, GIVCOL, LDGCOL, GIVNUM, LDGNUM,
         $                   C, S, INFO )
    *
    *  -- LAPACK auxiliary routine (version 3.1) --
    *     Univ. of Tennessee, Univ. of California Berkeley and NAG Ltd..
    *     November 2006
    *
    *     .. Scalar Arguments ..
          INTEGER            GIVPTR, ICOMPQ, INFO, K, LDGCOL, LDGNUM, NL,
         $                   NR, SQRE
          REAL               ALPHA, BETA, C, S
    *     ..
    *     .. Array Arguments ..
          INTEGER            GIVCOL( LDGCOL, * ), IDX( * ), IDXP( * ),
         $                   IDXQ( * ), PERM( * )
          REAL               D( * ), DSIGMA( * ), GIVNUM( LDGNUM, * ),
         $                   VF( * ), VFW( * ), VL( * ), VLW( * ), Z( * ),
         $                   ZW( * )
    *     ..
    *
    *  Purpose
    *  =======
    *
    *  SLASD7 merges the two sets of singular values together into a single
    *  sorted set. Then it tries to deflate the size of the problem. There
    *  are two ways in which deflation can occur:  when two or more singular
    *  values are close together or if there is a tiny entry in the Z
    *  vector. For each such occurrence the order of the related
    *  secular equation problem is reduced by one.
    *
    *  SLASD7 is called from SLASD6.
    *
    *  Arguments
    *  =========
    *
    *  ICOMPQ  (input) INTEGER
    *          Specifies whether singular vectors are to be computed
    *          in compact form, as follows:
    *          = 0: Compute singular values only.
    *          = 1: Compute singular vectors of upper
    *               bidiagonal matrix in compact form.
    *
    *  NL     (input) INTEGER
    *         The row dimension of the upper block. NL >= 1.
    *
    *  NR     (input) INTEGER
    *         The row dimension of the lower block. NR >= 1.
    *
    *  SQRE   (input) INTEGER
    *         = 0: the lower block is an NR-by-NR square matrix.
    *         = 1: the lower block is an NR-by-(NR+1) rectangular matrix.
    *
    *         The bidiagonal matrix has
    *         N = NL + NR + 1 rows and
    *         M = N + SQRE >= N columns.
    *
    *  K      (output) INTEGER
    *         Contains the dimension of the non-deflated matrix, this is
    *         the order of the related secular equation. 1 <= K <=N.
    *
    *  D      (input/output) REAL array, dimension ( N )
    *         On entry D contains the singular values of the two submatrices
    *         to be combined. On exit D contains the trailing (N-K) updated
    *         singular values (those which were deflated) sorted into
    *         increasing order.
    *
    *  Z      (output) REAL array, dimension ( M )
    *         On exit Z contains the updating row vector in the secular
    *         equation.
    *
    *  ZW     (workspace) REAL array, dimension ( M )
    *         Workspace for Z.
    *
    *  VF     (input/output) REAL array, dimension ( M )
    *         On entry, VF(1:NL+1) contains the first components of all
    *         right singular vectors of the upper block; and VF(NL+2:M)
    *         contains the first components of all right singular vectors
    *         of the lower block. On exit, VF contains the first components
    *         of all right singular vectors of the bidiagonal matrix.
    *
    *  VFW    (workspace) REAL array, dimension ( M )
    *         Workspace for VF.
    *
    *  VL     (input/output) REAL array, dimension ( M )
    *         On entry, VL(1:NL+1) contains the  last components of all
    *         right singular vectors of the upper block; and VL(NL+2:M)
    *         contains the last components of all right singular vectors
    *         of the lower block. On exit, VL contains the last components
    *         of all right singular vectors of the bidiagonal matrix.
    *
    *  VLW    (workspace) REAL array, dimension ( M )
    *         Workspace for VL.
    *
    *  ALPHA  (input) REAL
    *         Contains the diagonal element associated with the added row.
    *
    *  BETA   (input) REAL
    *         Contains the off-diagonal element associated with the added
    *         row.
    *
    *  DSIGMA (output) REAL array, dimension ( N )
    *         Contains a copy of the diagonal elements (K-1 singular values
    *         and one zero) in the secular equation.
    *
    *  IDX    (workspace) INTEGER array, dimension ( N )
    *         This will contain the permutation used to sort the contents of
    *         D into ascending order.
    *
    *  IDXP   (workspace) INTEGER array, dimension ( N )
    *         This will contain the permutation used to place deflated
    *         values of D at the end of the array. On output IDXP(2:K)
    *         points to the nondeflated D-values and IDXP(K+1:N)
    *         points to the deflated singular values.
    *
    *  IDXQ   (input) INTEGER array, dimension ( N )
    *         This contains the permutation which separately sorts the two
    *         sub-problems in D into ascending order.  Note that entries in
    *         the first half of this permutation must first be moved one
    *         position backward; and entries in the second half
    *         must first have NL+1 added to their values.
    *
    *  PERM   (output) INTEGER array, dimension ( N )
    *         The permutations (from deflation and sorting) to be applied
    *         to each singular block. Not referenced if ICOMPQ = 0.
    *
    *  GIVPTR (output) INTEGER
    *         The number of Givens rotations which took place in this
    *         subproblem. Not referenced if ICOMPQ = 0.
    *
    *  GIVCOL (output) INTEGER array, dimension ( LDGCOL, 2 )
    *         Each pair of numbers indicates a pair of columns to take place
    *         in a Givens rotation. Not referenced if ICOMPQ = 0.
    *
    *  LDGCOL (input) INTEGER
    *         The leading dimension of GIVCOL, must be at least N.
    *
    *  GIVNUM (output) REAL array, dimension ( LDGNUM, 2 )
    *         Each number indicates the C or S value to be used in the
    *         corresponding Givens rotation. Not referenced if ICOMPQ = 0.
    *
    *  LDGNUM (input) INTEGER
    *         The leading dimension of GIVNUM, must be at least N.
    *
    *  C      (output) REAL
    *         C contains garbage if SQRE =0 and the C-value of a Givens
    *         rotation related to the right null space if SQRE = 1.
    *
    *  S      (output) REAL
    *         S contains garbage if SQRE =0 and the S-value of a Givens
    *         rotation related to the right null space if SQRE = 1.
    *
    *  INFO   (output) INTEGER
    *         = 0:  successful exit.
    *         < 0:  if INFO = -i, the i-th argument had an illegal value.
    *
    *  Further Details
    *  ===============
    *
    *  Based on contributions by
    *     Ming Gu and Huan Ren, Computer Science Division, University of
    *     California at Berkeley, USA
    *
    *  =====================================================================
    *
    *     .. Parameters ..
          REAL               ZERO, ONE, TWO, EIGHT
          PARAMETER          ( ZERO = 0.0E+0, ONE = 1.0E+0, TWO = 2.0E+0,
         $                   EIGHT = 8.0E+0 )
    *     ..
    *     .. Local Scalars ..
    *
          INTEGER            I, IDXI, IDXJ, IDXJP, J, JP, JPREV, K2, M, N,
         $                   NLP1, NLP2
          REAL               EPS, HLFTOL, TAU, TOL, Z1
    *     ..
    *     .. External Subroutines ..
          EXTERNAL           SCOPY, SLAMRG, SROT, XERBLA
    *     ..
    *     .. External Functions ..
          REAL               SLAMCH, SLAPY2
          EXTERNAL           SLAMCH, SLAPY2
    *     ..
    *     .. Intrinsic Functions ..
          INTRINSIC          ABS, MAX
    *     ..
    *     .. Executable Statements ..
    *
    *     Test the input parameters.
    *
          INFO = 0
          N = NL + NR + 1
          M = N + SQRE
    *
          IF( ( ICOMPQ.LT.0 ) .OR. ( ICOMPQ.GT.1 ) ) THEN
             INFO = -1
          ELSE IF( NL.LT.1 ) THEN
             INFO = -2
          ELSE IF( NR.LT.1 ) THEN
             INFO = -3
          ELSE IF( ( SQRE.LT.0 ) .OR. ( SQRE.GT.1 ) ) THEN
             INFO = -4
          ELSE IF( LDGCOL.LT.N ) THEN
             INFO = -22
          ELSE IF( LDGNUM.LT.N ) THEN
             INFO = -24
          END IF
          IF( INFO.NE.0 ) THEN
             CALL XERBLA( 'SLASD7', -INFO )
             RETURN
          END IF
    *
          NLP1 = NL + 1
          NLP2 = NL + 2
          IF( ICOMPQ.EQ.1 ) THEN
             GIVPTR = 0
          END IF
    *
    *     Generate the first part of the vector Z and move the singular
    *     values in the first part of D one position backward.
    *
          Z1 = ALPHA*VL( NLP1 )
          VL( NLP1 ) = ZERO
          TAU = VF( NLP1 )
          DO 10 I = NL, 1, -1
             Z( I+1 ) = ALPHA*VL( I )
             VL( I ) = ZERO
             VF( I+1 ) = VF( I )
             D( I+1 ) = D( I )
             IDXQ( I+1 ) = IDXQ( I ) + 1
       10 CONTINUE
          VF( 1 ) = TAU
    *
    *     Generate the second part of the vector Z.
    *
          DO 20 I = NLP2, M
             Z( I ) = BETA*VF( I )
             VF( I ) = ZERO
       20 CONTINUE
    *
    *     Sort the singular values into increasing order
    *
          DO 30 I = NLP2, N
             IDXQ( I ) = IDXQ( I ) + NLP1
       30 CONTINUE
    *
    *     DSIGMA, IDXC, IDXC, and ZW are used as storage space.
    *
          DO 40 I = 2, N
             DSIGMA( I ) = D( IDXQ( I ) )
             ZW( I ) = Z( IDXQ( I ) )
             VFW( I ) = VF( IDXQ( I ) )
             VLW( I ) = VL( IDXQ( I ) )
       40 CONTINUE
    *
          CALL SLAMRG( NL, NR, DSIGMA( 2 ), 1, 1, IDX( 2 ) )
    *
          DO 50 I = 2, N
             IDXI = 1 + IDX( I )
             D( I ) = DSIGMA( IDXI )
             Z( I ) = ZW( IDXI )
             VF( I ) = VFW( IDXI )
             VL( I ) = VLW( IDXI )
       50 CONTINUE
    *
    *     Calculate the allowable deflation tolerence
    *
          EPS = SLAMCH( 'Epsilon' )
          TOL = MAX( ABS( ALPHA ), ABS( BETA ) )
          TOL = EIGHT*EIGHT*EPS*MAX( ABS( D( N ) ), TOL )
    *
    *     There are 2 kinds of deflation -- first a value in the z-vector
    *     is small, second two (or more) singular values are very close
    *     together (their difference is small).
    *
    *     If the value in the z-vector is small, we simply permute the
    *     array so that the corresponding singular value is moved to the
    *     end.
    *
    *     If two values in the D-vector are close, we perform a two-sided
    *     rotation designed to make one of the corresponding z-vector
    *     entries zero, and then permute the array so that the deflated
    *     singular value is moved to the end.
    *
    *     If there are multiple singular values then the problem deflates.
    *     Here the number of equal singular values are found.  As each equal
    *     singular value is found, an elementary reflector is computed to
    *     rotate the corresponding singular subspace so that the
    *     corresponding components of Z are zero in this new basis.
    *
          K = 1
          K2 = N + 1
          DO 60 J = 2, N
             IF( ABS( Z( J ) ).LE.TOL ) THEN
    *
    *           Deflate due to small z component.
    *
                K2 = K2 - 1
                IDXP( K2 ) = J
                IF( J.EQ.N )
         $         GO TO 100
             ELSE
                JPREV = J
                GO TO 70
             END IF
       60 CONTINUE
       70 CONTINUE
          J = JPREV
       80 CONTINUE
          J = J + 1
          IF( J.GT.N )
         $   GO TO 90
          IF( ABS( Z( J ) ).LE.TOL ) THEN
    *
    *        Deflate due to small z component.
    *
             K2 = K2 - 1
             IDXP( K2 ) = J
          ELSE
    *
    *        Check if singular values are close enough to allow deflation.
    *
             IF( ABS( D( J )-D( JPREV ) ).LE.TOL ) THEN
    *
    *           Deflation is possible.
    *
                S = Z( JPREV )
                C = Z( J )
    *
    *           Find sqrt(a**2+b**2) without overflow or
    *           destructive underflow.
    *
                TAU = SLAPY2( C, S )
                Z( J ) = TAU
                Z( JPREV ) = ZERO
                C = C / TAU
                S = -S / TAU
    *
    *           Record the appropriate Givens rotation
    *
                IF( ICOMPQ.EQ.1 ) THEN
                   GIVPTR = GIVPTR + 1
                   IDXJP = IDXQ( IDX( JPREV )+1 )
                   IDXJ = IDXQ( IDX( J )+1 )
                   IF( IDXJP.LE.NLP1 ) THEN
                      IDXJP = IDXJP - 1
                   END IF
                   IF( IDXJ.LE.NLP1 ) THEN
                      IDXJ = IDXJ - 1
                   END IF
                   GIVCOL( GIVPTR, 2 ) = IDXJP
                   GIVCOL( GIVPTR, 1 ) = IDXJ
                   GIVNUM( GIVPTR, 2 ) = C
                   GIVNUM( GIVPTR, 1 ) = S
                END IF
                CALL SROT( 1, VF( JPREV ), 1, VF( J ), 1, C, S )
                CALL SROT( 1, VL( JPREV ), 1, VL( J ), 1, C, S )
                K2 = K2 - 1
                IDXP( K2 ) = JPREV
                JPREV = J
             ELSE
                K = K + 1
                ZW( K ) = Z( JPREV )
                DSIGMA( K ) = D( JPREV )
                IDXP( K ) = JPREV
                JPREV = J
             END IF
          END IF
          GO TO 80
       90 CONTINUE
    *
    *     Record the last singular value.
    *
          K = K + 1
          ZW( K ) = Z( JPREV )
          DSIGMA( K ) = D( JPREV )
          IDXP( K ) = JPREV
    *
      100 CONTINUE
    *
    *     Sort the singular values into DSIGMA. The singular values which
    *     were not deflated go into the first K slots of DSIGMA, except
    *     that DSIGMA(1) is treated separately.
    *
          DO 110 J = 2, N
             JP = IDXP( J )
             DSIGMA( J ) = D( JP )
             VFW( J ) = VF( JP )
             VLW( J ) = VL( JP )
      110 CONTINUE
          IF( ICOMPQ.EQ.1 ) THEN
             DO 120 J = 2, N
                JP = IDXP( J )
                PERM( J ) = IDXQ( IDX( JP )+1 )
                IF( PERM( J ).LE.NLP1 ) THEN
                   PERM( J ) = PERM( J ) - 1
                END IF
      120    CONTINUE
          END IF
    *
    *     The deflated singular values go back into the last N - K slots of
    *     D.
    *
          CALL SCOPY( N-K, DSIGMA( K+1 ), 1, D( K+1 ), 1 )
    *
    *     Determine DSIGMA(1), DSIGMA(2), Z(1), VF(1), VL(1), VF(M), and
    *     VL(M).
    *
          DSIGMA( 1 ) = ZERO
          HLFTOL = TOL / TWO
          IF( ABS( DSIGMA( 2 ) ).LE.HLFTOL )
         $   DSIGMA( 2 ) = HLFTOL
          IF( M.GT.N ) THEN
             Z( 1 ) = SLAPY2( Z1, Z( M ) )
             IF( Z( 1 ).LE.TOL ) THEN
                C = ONE
                S = ZERO
                Z( 1 ) = TOL
             ELSE
                C = Z1 / Z( 1 )
                S = -Z( M ) / Z( 1 )
             END IF
             CALL SROT( 1, VF( M ), 1, VF( 1 ), 1, C, S )
             CALL SROT( 1, VL( M ), 1, VL( 1 ), 1, C, S )
          ELSE
             IF( ABS( Z1 ).LE.TOL ) THEN
                Z( 1 ) = TOL
             ELSE
                Z( 1 ) = Z1
             END IF
          END IF
    *
    *     Restore Z, VF, and VL.
    *
          CALL SCOPY( K-1, ZW( 2 ), 1, Z( 2 ), 1 )
          CALL SCOPY( N-1, VFW( 2 ), 1, VF( 2 ), 1 )
          CALL SCOPY( N-1, VLW( 2 ), 1, VL( 2 ), 1 )
    *
          RETURN
    *
    *     End of SLASD7
    *
          END