OpenBLAS/lapack-netlib/SRC/dstebz.f

*> \brief \b DSTEBZ
*
*  =========== DOCUMENTATION ===========
*
* Online html documentation available at
*            http://www.netlib.org/lapack/explore-html/
*
*> \htmlonly
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*> [ZIP]</a>
*> <a href="http://www.netlib.org/cgi-bin/netlibfiles.txt?format=txt&filename=/lapack/lapack_routine/dstebz.f">
*> [TXT]</a>
*> \endhtmlonly
*
*  Definition:
*  ===========
*
*       SUBROUTINE DSTEBZ( RANGE, ORDER, N, VL, VU, IL, IU, ABSTOL, D, E,
*                          M, NSPLIT, W, IBLOCK, ISPLIT, WORK, IWORK,
*                          INFO )
*
*       .. Scalar Arguments ..
*       CHARACTER          ORDER, RANGE
*       INTEGER            IL, INFO, IU, M, N, NSPLIT
*       DOUBLE PRECISION   ABSTOL, VL, VU
*       ..
*       .. Array Arguments ..
*       INTEGER            IBLOCK( * ), ISPLIT( * ), IWORK( * )
*       DOUBLE PRECISION   D( * ), E( * ), W( * ), WORK( * )
*       ..
*
*
*> \par Purpose:
*  =============
*>
*> \verbatim
*>
*> DSTEBZ computes the eigenvalues of a symmetric tridiagonal
*> matrix T.  The user may ask for all eigenvalues, all eigenvalues
*> in the half-open interval (VL, VU], or the IL-th through IU-th
*> eigenvalues.
*>
*> To avoid overflow, the matrix must be scaled so that its
*> largest element is no greater than overflow**(1/2) * underflow**(1/4) in absolute value, and for greatest
*> accuracy, it should not be much smaller than that.
*>
*> See W. Kahan "Accurate Eigenvalues of a Symmetric Tridiagonal
*> Matrix", Report CS41, Computer Science Dept., Stanford
*> University, July 21, 1966.
*> \endverbatim
*
*  Arguments:
*  ==========
*
*> \param[in] RANGE
*> \verbatim
*>          RANGE is CHARACTER*1
*>          = 'A': ("All")   all eigenvalues will be found.
*>          = 'V': ("Value") all eigenvalues in the half-open interval
*>                           (VL, VU] will be found.
*>          = 'I': ("Index") the IL-th through IU-th eigenvalues (of the
*>                           entire matrix) will be found.
*> \endverbatim
*>
*> \param[in] ORDER
*> \verbatim
*>          ORDER is CHARACTER*1
*>          = 'B': ("By Block") the eigenvalues will be grouped by
*>                              split-off block (see IBLOCK, ISPLIT) and
*>                              ordered from smallest to largest within
*>                              the block.
*>          = 'E': ("Entire matrix")
*>                              the eigenvalues for the entire matrix
*>                              will be ordered from smallest to
*>                              largest.
*> \endverbatim
*>
*> \param[in] N
*> \verbatim
*>          N is INTEGER
*>          The order of the tridiagonal matrix T.  N >= 0.
*> \endverbatim
*>
*> \param[in] VL
*> \verbatim
*>          VL is DOUBLE PRECISION
*>
*>          If RANGE='V', the lower bound of the interval to
*>          be searched for eigenvalues.  Eigenvalues less than or equal
*>          to VL, or greater than VU, will not be returned.  VL < VU.
*>          Not referenced if RANGE = 'A' or 'I'.
*> \endverbatim
*>
*> \param[in] VU
*> \verbatim
*>          VU is DOUBLE PRECISION
*>
*>          If RANGE='V', the upper bound of the interval to
*>          be searched for eigenvalues.  Eigenvalues less than or equal
*>          to VL, or greater than VU, will not be returned.  VL < VU.
*>          Not referenced if RANGE = 'A' or 'I'.
*> \endverbatim
*>
*> \param[in] IL
*> \verbatim
*>          IL is INTEGER
*>
*>          If RANGE='I', the index of the
*>          smallest eigenvalue to be returned.
*>          1 <= IL <= IU <= N, if N > 0; IL = 1 and IU = 0 if N = 0.
*>          Not referenced if RANGE = 'A' or 'V'.
*> \endverbatim
*>
*> \param[in] IU
*> \verbatim
*>          IU is INTEGER
*>
*>          If RANGE='I', the index of the
*>          largest eigenvalue to be returned.
*>          1 <= IL <= IU <= N, if N > 0; IL = 1 and IU = 0 if N = 0.
*>          Not referenced if RANGE = 'A' or 'V'.
*> \endverbatim
*>
*> \param[in] ABSTOL
*> \verbatim
*>          ABSTOL is DOUBLE PRECISION
*>          The absolute tolerance for the eigenvalues.  An eigenvalue
*>          (or cluster) is considered to be located if it has been
*>          determined to lie in an interval whose width is ABSTOL or
*>          less.  If ABSTOL is less than or equal to zero, then ULP*|T|
*>          will be used, where |T| means the 1-norm of T.
*>
*>          Eigenvalues will be computed most accurately when ABSTOL is
*>          set to twice the underflow threshold 2*DLAMCH('S'), not zero.
*> \endverbatim
*>
*> \param[in] D
*> \verbatim
*>          D is DOUBLE PRECISION array, dimension (N)
*>          The n diagonal elements of the tridiagonal matrix T.
*> \endverbatim
*>
*> \param[in] E
*> \verbatim
*>          E is DOUBLE PRECISION array, dimension (N-1)
*>          The (n-1) off-diagonal elements of the tridiagonal matrix T.
*> \endverbatim
*>
*> \param[out] M
*> \verbatim
*>          M is INTEGER
*>          The actual number of eigenvalues found. 0 <= M <= N.
*>          (See also the description of INFO=2,3.)
*> \endverbatim
*>
*> \param[out] NSPLIT
*> \verbatim
*>          NSPLIT is INTEGER
*>          The number of diagonal blocks in the matrix T.
*>          1 <= NSPLIT <= N.
*> \endverbatim
*>
*> \param[out] W
*> \verbatim
*>          W is DOUBLE PRECISION array, dimension (N)
*>          On exit, the first M elements of W will contain the
*>          eigenvalues.  (DSTEBZ may use the remaining N-M elements as
*>          workspace.)
*> \endverbatim
*>
*> \param[out] IBLOCK
*> \verbatim
*>          IBLOCK is INTEGER array, dimension (N)
*>          At each row/column j where E(j) is zero or small, the
*>          matrix T is considered to split into a block diagonal
*>          matrix.  On exit, if INFO = 0, IBLOCK(i) specifies to which
*>          block (from 1 to the number of blocks) the eigenvalue W(i)
*>          belongs.  (DSTEBZ may use the remaining N-M elements as
*>          workspace.)
*> \endverbatim
*>
*> \param[out] ISPLIT
*> \verbatim
*>          ISPLIT is INTEGER array, dimension (N)
*>          The splitting points, at which T breaks up into submatrices.
*>          The first submatrix consists of rows/columns 1 to ISPLIT(1),
*>          the second of rows/columns ISPLIT(1)+1 through ISPLIT(2),
*>          etc., and the NSPLIT-th consists of rows/columns
*>          ISPLIT(NSPLIT-1)+1 through ISPLIT(NSPLIT)=N.
*>          (Only the first NSPLIT elements will actually be used, but
*>          since the user cannot know a priori what value NSPLIT will
*>          have, N words must be reserved for ISPLIT.)
*> \endverbatim
*>
*> \param[out] WORK
*> \verbatim
*>          WORK is DOUBLE PRECISION array, dimension (4*N)
*> \endverbatim
*>
*> \param[out] IWORK
*> \verbatim
*>          IWORK is INTEGER array, dimension (3*N)
*> \endverbatim
*>
*> \param[out] INFO
*> \verbatim
*>          INFO is INTEGER
*>          = 0:  successful exit
*>          < 0:  if INFO = -i, the i-th argument had an illegal value
*>          > 0:  some or all of the eigenvalues failed to converge or
*>                were not computed:
*>                =1 or 3: Bisection failed to converge for some
*>                        eigenvalues; these eigenvalues are flagged by a
*>                        negative block number.  The effect is that the
*>                        eigenvalues may not be as accurate as the
*>                        absolute and relative tolerances.  This is
*>                        generally caused by unexpectedly inaccurate
*>                        arithmetic.
*>                =2 or 3: RANGE='I' only: Not all of the eigenvalues
*>                        IL:IU were found.
*>                        Effect: M < IU+1-IL
*>                        Cause:  non-monotonic arithmetic, causing the
*>                                Sturm sequence to be non-monotonic.
*>                        Cure:   recalculate, using RANGE='A', and pick
*>                                out eigenvalues IL:IU.  In some cases,
*>                                increasing the PARAMETER "FUDGE" may
*>                                make things work.
*>                = 4:    RANGE='I', and the Gershgorin interval
*>                        initially used was too small.  No eigenvalues
*>                        were computed.
*>                        Probable cause: your machine has sloppy
*>                                        floating-point arithmetic.
*>                        Cure: Increase the PARAMETER "FUDGE",
*>                              recompile, and try again.
*> \endverbatim
*
*> \par Internal Parameters:
*  =========================
*>
*> \verbatim
*>  RELFAC  DOUBLE PRECISION, default = 2.0e0
*>          The relative tolerance.  An interval (a,b] lies within
*>          "relative tolerance" if  b-a < RELFAC*ulp*max(|a|,|b|),
*>          where "ulp" is the machine precision (distance from 1 to
*>          the next larger floating point number.)
*>
*>  FUDGE   DOUBLE PRECISION, default = 2
*>          A "fudge factor" to widen the Gershgorin intervals.  Ideally,
*>          a value of 1 should work, but on machines with sloppy
*>          arithmetic, this needs to be larger.  The default for
*>          publicly released versions should be large enough to handle
*>          the worst machine around.  Note that this has no effect
*>          on accuracy of the solution.
*> \endverbatim
*
*  Authors:
*  ========
*
*> \author Univ. of Tennessee
*> \author Univ. of California Berkeley
*> \author Univ. of Colorado Denver
*> \author NAG Ltd.
*
*> \date June 2016
*
*> \ingroup auxOTHERcomputational
*
*  =====================================================================
      SUBROUTINE DSTEBZ( RANGE, ORDER, N, VL, VU, IL, IU, ABSTOL, D, E,
     $                   M, NSPLIT, W, IBLOCK, ISPLIT, WORK, IWORK,
     $                   INFO )
*
*  -- LAPACK computational routine (version 3.7.0) --
*  -- LAPACK is a software package provided by Univ. of Tennessee,    --
*  -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd..--
*     June 2016
*
*     .. Scalar Arguments ..
      CHARACTER          ORDER, RANGE
      INTEGER            IL, INFO, IU, M, N, NSPLIT
      DOUBLE PRECISION   ABSTOL, VL, VU
*     ..
*     .. Array Arguments ..
      INTEGER            IBLOCK( * ), ISPLIT( * ), IWORK( * )
      DOUBLE PRECISION   D( * ), E( * ), W( * ), WORK( * )
*     ..
*
*  =====================================================================
*
*     .. Parameters ..
      DOUBLE PRECISION   ZERO, ONE, TWO, HALF
      PARAMETER          ( ZERO = 0.0D0, ONE = 1.0D0, TWO = 2.0D0,
     $                   HALF = 1.0D0 / TWO )
      DOUBLE PRECISION   FUDGE, RELFAC
      PARAMETER          ( FUDGE = 2.1D0, RELFAC = 2.0D0 )
*     ..
*     .. Local Scalars ..
      LOGICAL            NCNVRG, TOOFEW
      INTEGER            IB, IBEGIN, IDISCL, IDISCU, IE, IEND, IINFO,
     $                   IM, IN, IOFF, IORDER, IOUT, IRANGE, ITMAX,
     $                   ITMP1, IW, IWOFF, J, JB, JDISC, JE, NB, NWL,
     $                   NWU
      DOUBLE PRECISION   ATOLI, BNORM, GL, GU, PIVMIN, RTOLI, SAFEMN,
     $                   TMP1, TMP2, TNORM, ULP, WKILL, WL, WLU, WU, WUL
*     ..
*     .. Local Arrays ..
      INTEGER            IDUMMA( 1 )
*     ..
*     .. External Functions ..
      LOGICAL            LSAME
      INTEGER            ILAENV
      DOUBLE PRECISION   DLAMCH
      EXTERNAL           LSAME, ILAENV, DLAMCH
*     ..
*     .. External Subroutines ..
      EXTERNAL           DLAEBZ, XERBLA
*     ..
*     .. Intrinsic Functions ..
      INTRINSIC          ABS, INT, LOG, MAX, MIN, SQRT
*     ..
*     .. Executable Statements ..
*
      INFO = 0
*
*     Decode RANGE
*
      IF( LSAME( RANGE, 'A' ) ) THEN
         IRANGE = 1
      ELSE IF( LSAME( RANGE, 'V' ) ) THEN
         IRANGE = 2
      ELSE IF( LSAME( RANGE, 'I' ) ) THEN
         IRANGE = 3
      ELSE
         IRANGE = 0
      END IF
*
*     Decode ORDER
*
      IF( LSAME( ORDER, 'B' ) ) THEN
         IORDER = 2
      ELSE IF( LSAME( ORDER, 'E' ) ) THEN
         IORDER = 1
      ELSE
         IORDER = 0
      END IF
*
*     Check for Errors
*
      IF( IRANGE.LE.0 ) THEN
         INFO = -1
      ELSE IF( IORDER.LE.0 ) THEN
         INFO = -2
      ELSE IF( N.LT.0 ) THEN
         INFO = -3
      ELSE IF( IRANGE.EQ.2 ) THEN
         IF( VL.GE.VU )
     $      INFO = -5
      ELSE IF( IRANGE.EQ.3 .AND. ( IL.LT.1 .OR. IL.GT.MAX( 1, N ) ) )
     $          THEN
         INFO = -6
      ELSE IF( IRANGE.EQ.3 .AND. ( IU.LT.MIN( N, IL ) .OR. IU.GT.N ) )
     $          THEN
         INFO = -7
      END IF
*
      IF( INFO.NE.0 ) THEN
         CALL XERBLA( 'DSTEBZ', -INFO )
         RETURN
      END IF
*
*     Initialize error flags
*
      INFO = 0
      NCNVRG = .FALSE.
      TOOFEW = .FALSE.
*
*     Quick return if possible
*
      M = 0
      IF( N.EQ.0 )
     $   RETURN
*
*     Simplifications:
*
      IF( IRANGE.EQ.3 .AND. IL.EQ.1 .AND. IU.EQ.N )
     $   IRANGE = 1
*
*     Get machine constants
*     NB is the minimum vector length for vector bisection, or 0
*     if only scalar is to be done.
*
      SAFEMN = DLAMCH( 'S' )
      ULP = DLAMCH( 'P' )
      RTOLI = ULP*RELFAC
      NB = ILAENV( 1, 'DSTEBZ', ' ', N, -1, -1, -1 )
      IF( NB.LE.1 )
     $   NB = 0
*
*     Special Case when N=1
*
      IF( N.EQ.1 ) THEN
         NSPLIT = 1
         ISPLIT( 1 ) = 1
         IF( IRANGE.EQ.2 .AND. ( VL.GE.D( 1 ) .OR. VU.LT.D( 1 ) ) ) THEN
            M = 0
         ELSE
            W( 1 ) = D( 1 )
            IBLOCK( 1 ) = 1
            M = 1
         END IF
         RETURN
      END IF
*
*     Compute Splitting Points
*
      NSPLIT = 1
      WORK( N ) = ZERO
      PIVMIN = ONE
*
      DO 10 J = 2, N
         TMP1 = E( J-1 )**2
         IF( ABS( D( J )*D( J-1 ) )*ULP**2+SAFEMN.GT.TMP1 ) THEN
            ISPLIT( NSPLIT ) = J - 1
            NSPLIT = NSPLIT + 1
            WORK( J-1 ) = ZERO
         ELSE
            WORK( J-1 ) = TMP1
            PIVMIN = MAX( PIVMIN, TMP1 )
         END IF
   10 CONTINUE
      ISPLIT( NSPLIT ) = N
      PIVMIN = PIVMIN*SAFEMN
*
*     Compute Interval and ATOLI
*
      IF( IRANGE.EQ.3 ) THEN
*
*        RANGE='I': Compute the interval containing eigenvalues
*                   IL through IU.
*
*        Compute Gershgorin interval for entire (split) matrix
*        and use it as the initial interval
*
         GU = D( 1 )
         GL = D( 1 )
         TMP1 = ZERO
*
         DO 20 J = 1, N - 1
            TMP2 = SQRT( WORK( J ) )
            GU = MAX( GU, D( J )+TMP1+TMP2 )
            GL = MIN( GL, D( J )-TMP1-TMP2 )
            TMP1 = TMP2
   20    CONTINUE
*
         GU = MAX( GU, D( N )+TMP1 )
         GL = MIN( GL, D( N )-TMP1 )
         TNORM = MAX( ABS( GL ), ABS( GU ) )
         GL = GL - FUDGE*TNORM*ULP*N - FUDGE*TWO*PIVMIN
         GU = GU + FUDGE*TNORM*ULP*N + FUDGE*PIVMIN
*
*        Compute Iteration parameters
*
         ITMAX = INT( ( LOG( TNORM+PIVMIN )-LOG( PIVMIN ) ) /
     $           LOG( TWO ) ) + 2
         IF( ABSTOL.LE.ZERO ) THEN
            ATOLI = ULP*TNORM
         ELSE
            ATOLI = ABSTOL
         END IF
*
         WORK( N+1 ) = GL
         WORK( N+2 ) = GL
         WORK( N+3 ) = GU
         WORK( N+4 ) = GU
         WORK( N+5 ) = GL
         WORK( N+6 ) = GU
         IWORK( 1 ) = -1
         IWORK( 2 ) = -1
         IWORK( 3 ) = N + 1
         IWORK( 4 ) = N + 1
         IWORK( 5 ) = IL - 1
         IWORK( 6 ) = IU
*
         CALL DLAEBZ( 3, ITMAX, N, 2, 2, NB, ATOLI, RTOLI, PIVMIN, D, E,
     $                WORK, IWORK( 5 ), WORK( N+1 ), WORK( N+5 ), IOUT,
     $                IWORK, W, IBLOCK, IINFO )
*
         IF( IWORK( 6 ).EQ.IU ) THEN
            WL = WORK( N+1 )
            WLU = WORK( N+3 )
            NWL = IWORK( 1 )
            WU = WORK( N+4 )
            WUL = WORK( N+2 )
            NWU = IWORK( 4 )
         ELSE
            WL = WORK( N+2 )
            WLU = WORK( N+4 )
            NWL = IWORK( 2 )
            WU = WORK( N+3 )
            WUL = WORK( N+1 )
            NWU = IWORK( 3 )
         END IF
*
         IF( NWL.LT.0 .OR. NWL.GE.N .OR. NWU.LT.1 .OR. NWU.GT.N ) THEN
            INFO = 4
            RETURN
         END IF
      ELSE
*
*        RANGE='A' or 'V' -- Set ATOLI
*
         TNORM = MAX( ABS( D( 1 ) )+ABS( E( 1 ) ),
     $           ABS( D( N ) )+ABS( E( N-1 ) ) )
*
         DO 30 J = 2, N - 1
            TNORM = MAX( TNORM, ABS( D( J ) )+ABS( E( J-1 ) )+
     $              ABS( E( J ) ) )
   30    CONTINUE
*
         IF( ABSTOL.LE.ZERO ) THEN
            ATOLI = ULP*TNORM
         ELSE
            ATOLI = ABSTOL
         END IF
*
         IF( IRANGE.EQ.2 ) THEN
            WL = VL
            WU = VU
         ELSE
            WL = ZERO
            WU = ZERO
         END IF
      END IF
*
*     Find Eigenvalues -- Loop Over Blocks and recompute NWL and NWU.
*     NWL accumulates the number of eigenvalues .le. WL,
*     NWU accumulates the number of eigenvalues .le. WU
*
      M = 0
      IEND = 0
      INFO = 0
      NWL = 0
      NWU = 0
*
      DO 70 JB = 1, NSPLIT
         IOFF = IEND
         IBEGIN = IOFF + 1
         IEND = ISPLIT( JB )
         IN = IEND - IOFF
*
         IF( IN.EQ.1 ) THEN
*
*           Special Case -- IN=1
*
            IF( IRANGE.EQ.1 .OR. WL.GE.D( IBEGIN )-PIVMIN )
     $         NWL = NWL + 1
            IF( IRANGE.EQ.1 .OR. WU.GE.D( IBEGIN )-PIVMIN )
     $         NWU = NWU + 1
            IF( IRANGE.EQ.1 .OR. ( WL.LT.D( IBEGIN )-PIVMIN .AND. WU.GE.
     $          D( IBEGIN )-PIVMIN ) ) THEN
               M = M + 1
               W( M ) = D( IBEGIN )
               IBLOCK( M ) = JB
            END IF
         ELSE
*
*           General Case -- IN > 1
*
*           Compute Gershgorin Interval
*           and use it as the initial interval
*
            GU = D( IBEGIN )
            GL = D( IBEGIN )
            TMP1 = ZERO
*
            DO 40 J = IBEGIN, IEND - 1
               TMP2 = ABS( E( J ) )
               GU = MAX( GU, D( J )+TMP1+TMP2 )
               GL = MIN( GL, D( J )-TMP1-TMP2 )
               TMP1 = TMP2
   40       CONTINUE
*
            GU = MAX( GU, D( IEND )+TMP1 )
            GL = MIN( GL, D( IEND )-TMP1 )
            BNORM = MAX( ABS( GL ), ABS( GU ) )
            GL = GL - FUDGE*BNORM*ULP*IN - FUDGE*PIVMIN
            GU = GU + FUDGE*BNORM*ULP*IN + FUDGE*PIVMIN
*
*           Compute ATOLI for the current submatrix
*
            IF( ABSTOL.LE.ZERO ) THEN
               ATOLI = ULP*MAX( ABS( GL ), ABS( GU ) )
            ELSE
               ATOLI = ABSTOL
            END IF
*
            IF( IRANGE.GT.1 ) THEN
               IF( GU.LT.WL ) THEN
                  NWL = NWL + IN
                  NWU = NWU + IN
                  GO TO 70
               END IF
               GL = MAX( GL, WL )
               GU = MIN( GU, WU )
               IF( GL.GE.GU )
     $            GO TO 70
            END IF
*
*           Set Up Initial Interval
*
            WORK( N+1 ) = GL
            WORK( N+IN+1 ) = GU
            CALL DLAEBZ( 1, 0, IN, IN, 1, NB, ATOLI, RTOLI, PIVMIN,
     $                   D( IBEGIN ), E( IBEGIN ), WORK( IBEGIN ),
     $                   IDUMMA, WORK( N+1 ), WORK( N+2*IN+1 ), IM,
     $                   IWORK, W( M+1 ), IBLOCK( M+1 ), IINFO )
*
            NWL = NWL + IWORK( 1 )
            NWU = NWU + IWORK( IN+1 )
            IWOFF = M - IWORK( 1 )
*
*           Compute Eigenvalues
*
            ITMAX = INT( ( LOG( GU-GL+PIVMIN )-LOG( PIVMIN ) ) /
     $              LOG( TWO ) ) + 2
            CALL DLAEBZ( 2, ITMAX, IN, IN, 1, NB, ATOLI, RTOLI, PIVMIN,
     $                   D( IBEGIN ), E( IBEGIN ), WORK( IBEGIN ),
     $                   IDUMMA, WORK( N+1 ), WORK( N+2*IN+1 ), IOUT,
     $                   IWORK, W( M+1 ), IBLOCK( M+1 ), IINFO )
*
*           Copy Eigenvalues Into W and IBLOCK
*           Use -JB for block number for unconverged eigenvalues.
*
            DO 60 J = 1, IOUT
               TMP1 = HALF*( WORK( J+N )+WORK( J+IN+N ) )
*
*              Flag non-convergence.
*
               IF( J.GT.IOUT-IINFO ) THEN
                  NCNVRG = .TRUE.
                  IB = -JB
               ELSE
                  IB = JB
               END IF
               DO 50 JE = IWORK( J ) + 1 + IWOFF,
     $                 IWORK( J+IN ) + IWOFF
                  W( JE ) = TMP1
                  IBLOCK( JE ) = IB
   50          CONTINUE
   60       CONTINUE
*
            M = M + IM
         END IF
   70 CONTINUE
*
*     If RANGE='I', then (WL,WU) contains eigenvalues NWL+1,...,NWU
*     If NWL+1 < IL or NWU > IU, discard extra eigenvalues.
*
      IF( IRANGE.EQ.3 ) THEN
         IM = 0
         IDISCL = IL - 1 - NWL
         IDISCU = NWU - IU
*
         IF( IDISCL.GT.0 .OR. IDISCU.GT.0 ) THEN
            DO 80 JE = 1, M
               IF( W( JE ).LE.WLU .AND. IDISCL.GT.0 ) THEN
                  IDISCL = IDISCL - 1
               ELSE IF( W( JE ).GE.WUL .AND. IDISCU.GT.0 ) THEN
                  IDISCU = IDISCU - 1
               ELSE
                  IM = IM + 1
                  W( IM ) = W( JE )
                  IBLOCK( IM ) = IBLOCK( JE )
               END IF
   80       CONTINUE
            M = IM
         END IF
         IF( IDISCL.GT.0 .OR. IDISCU.GT.0 ) THEN
*
*           Code to deal with effects of bad arithmetic:
*           Some low eigenvalues to be discarded are not in (WL,WLU],
*           or high eigenvalues to be discarded are not in (WUL,WU]
*           so just kill off the smallest IDISCL/largest IDISCU
*           eigenvalues, by simply finding the smallest/largest
*           eigenvalue(s).
*
*           (If N(w) is monotone non-decreasing, this should never
*               happen.)
*
            IF( IDISCL.GT.0 ) THEN
               WKILL = WU
               DO 100 JDISC = 1, IDISCL
                  IW = 0
                  DO 90 JE = 1, M
                     IF( IBLOCK( JE ).NE.0 .AND.
     $                   ( W( JE ).LT.WKILL .OR. IW.EQ.0 ) ) THEN
                        IW = JE
                        WKILL = W( JE )
                     END IF
   90             CONTINUE
                  IBLOCK( IW ) = 0
  100          CONTINUE
            END IF
            IF( IDISCU.GT.0 ) THEN
*
               WKILL = WL
               DO 120 JDISC = 1, IDISCU
                  IW = 0
                  DO 110 JE = 1, M
                     IF( IBLOCK( JE ).NE.0 .AND.
     $                   ( W( JE ).GT.WKILL .OR. IW.EQ.0 ) ) THEN
                        IW = JE
                        WKILL = W( JE )
                     END IF
  110             CONTINUE
                  IBLOCK( IW ) = 0
  120          CONTINUE
            END IF
            IM = 0
            DO 130 JE = 1, M
               IF( IBLOCK( JE ).NE.0 ) THEN
                  IM = IM + 1
                  W( IM ) = W( JE )
                  IBLOCK( IM ) = IBLOCK( JE )
               END IF
  130       CONTINUE
            M = IM
         END IF
         IF( IDISCL.LT.0 .OR. IDISCU.LT.0 ) THEN
            TOOFEW = .TRUE.
         END IF
      END IF
*
*     If ORDER='B', do nothing -- the eigenvalues are already sorted
*        by block.
*     If ORDER='E', sort the eigenvalues from smallest to largest
*
      IF( IORDER.EQ.1 .AND. NSPLIT.GT.1 ) THEN
         DO 150 JE = 1, M - 1
            IE = 0
            TMP1 = W( JE )
            DO 140 J = JE + 1, M
               IF( W( J ).LT.TMP1 ) THEN
                  IE = J
                  TMP1 = W( J )
               END IF
  140       CONTINUE
*
            IF( IE.NE.0 ) THEN
               ITMP1 = IBLOCK( IE )
               W( IE ) = W( JE )
               IBLOCK( IE ) = IBLOCK( JE )
               W( JE ) = TMP1
               IBLOCK( JE ) = ITMP1
            END IF
  150    CONTINUE
      END IF
*
      INFO = 0
      IF( NCNVRG )
     $   INFO = INFO + 1
      IF( TOOFEW )
     $   INFO = INFO + 2
      RETURN
*
*     End of DSTEBZ
*
      END