Annotation of rpl/lapack/lapack/dlahqr.f, revision 1.8

1.8     ! bertrand    1: *> \brief \b DLAHQR
        !             2: *
        !             3: *  =========== DOCUMENTATION ===========
        !             4: *
        !             5: * Online html documentation available at 
        !             6: *            http://www.netlib.org/lapack/explore-html/ 
        !             7: *
        !             8: *> \htmlonly
        !             9: *> Download DLAHQR + dependencies 
        !            10: *> <a href="http://www.netlib.org/cgi-bin/netlibfiles.tgz?format=tgz&filename=/lapack/lapack_routine/dlahqr.f"> 
        !            11: *> [TGZ]</a> 
        !            12: *> <a href="http://www.netlib.org/cgi-bin/netlibfiles.zip?format=zip&filename=/lapack/lapack_routine/dlahqr.f"> 
        !            13: *> [ZIP]</a> 
        !            14: *> <a href="http://www.netlib.org/cgi-bin/netlibfiles.txt?format=txt&filename=/lapack/lapack_routine/dlahqr.f"> 
        !            15: *> [TXT]</a>
        !            16: *> \endhtmlonly 
        !            17: *
        !            18: *  Definition:
        !            19: *  ===========
        !            20: *
        !            21: *       SUBROUTINE DLAHQR( WANTT, WANTZ, N, ILO, IHI, H, LDH, WR, WI,
        !            22: *                          ILOZ, IHIZ, Z, LDZ, INFO )
        !            23: * 
        !            24: *       .. Scalar Arguments ..
        !            25: *       INTEGER            IHI, IHIZ, ILO, ILOZ, INFO, LDH, LDZ, N
        !            26: *       LOGICAL            WANTT, WANTZ
        !            27: *       ..
        !            28: *       .. Array Arguments ..
        !            29: *       DOUBLE PRECISION   H( LDH, * ), WI( * ), WR( * ), Z( LDZ, * )
        !            30: *       ..
        !            31: *  
        !            32: *
        !            33: *> \par Purpose:
        !            34: *  =============
        !            35: *>
        !            36: *> \verbatim
        !            37: *>
        !            38: *>    DLAHQR is an auxiliary routine called by DHSEQR to update the
        !            39: *>    eigenvalues and Schur decomposition already computed by DHSEQR, by
        !            40: *>    dealing with the Hessenberg submatrix in rows and columns ILO to
        !            41: *>    IHI.
        !            42: *> \endverbatim
        !            43: *
        !            44: *  Arguments:
        !            45: *  ==========
        !            46: *
        !            47: *> \param[in] WANTT
        !            48: *> \verbatim
        !            49: *>          WANTT is LOGICAL
        !            50: *>          = .TRUE. : the full Schur form T is required;
        !            51: *>          = .FALSE.: only eigenvalues are required.
        !            52: *> \endverbatim
        !            53: *>
        !            54: *> \param[in] WANTZ
        !            55: *> \verbatim
        !            56: *>          WANTZ is LOGICAL
        !            57: *>          = .TRUE. : the matrix of Schur vectors Z is required;
        !            58: *>          = .FALSE.: Schur vectors are not required.
        !            59: *> \endverbatim
        !            60: *>
        !            61: *> \param[in] N
        !            62: *> \verbatim
        !            63: *>          N is INTEGER
        !            64: *>          The order of the matrix H.  N >= 0.
        !            65: *> \endverbatim
        !            66: *>
        !            67: *> \param[in] ILO
        !            68: *> \verbatim
        !            69: *>          ILO is INTEGER
        !            70: *> \endverbatim
        !            71: *>
        !            72: *> \param[in] IHI
        !            73: *> \verbatim
        !            74: *>          IHI is INTEGER
        !            75: *>          It is assumed that H is already upper quasi-triangular in
        !            76: *>          rows and columns IHI+1:N, and that H(ILO,ILO-1) = 0 (unless
        !            77: *>          ILO = 1). DLAHQR works primarily with the Hessenberg
        !            78: *>          submatrix in rows and columns ILO to IHI, but applies
        !            79: *>          transformations to all of H if WANTT is .TRUE..
        !            80: *>          1 <= ILO <= max(1,IHI); IHI <= N.
        !            81: *> \endverbatim
        !            82: *>
        !            83: *> \param[in,out] H
        !            84: *> \verbatim
        !            85: *>          H is DOUBLE PRECISION array, dimension (LDH,N)
        !            86: *>          On entry, the upper Hessenberg matrix H.
        !            87: *>          On exit, if INFO is zero and if WANTT is .TRUE., H is upper
        !            88: *>          quasi-triangular in rows and columns ILO:IHI, with any
        !            89: *>          2-by-2 diagonal blocks in standard form. If INFO is zero
        !            90: *>          and WANTT is .FALSE., the contents of H are unspecified on
        !            91: *>          exit.  The output state of H if INFO is nonzero is given
        !            92: *>          below under the description of INFO.
        !            93: *> \endverbatim
        !            94: *>
        !            95: *> \param[in] LDH
        !            96: *> \verbatim
        !            97: *>          LDH is INTEGER
        !            98: *>          The leading dimension of the array H. LDH >= max(1,N).
        !            99: *> \endverbatim
        !           100: *>
        !           101: *> \param[out] WR
        !           102: *> \verbatim
        !           103: *>          WR is DOUBLE PRECISION array, dimension (N)
        !           104: *> \endverbatim
        !           105: *>
        !           106: *> \param[out] WI
        !           107: *> \verbatim
        !           108: *>          WI is DOUBLE PRECISION array, dimension (N)
        !           109: *>          The real and imaginary parts, respectively, of the computed
        !           110: *>          eigenvalues ILO to IHI are stored in the corresponding
        !           111: *>          elements of WR and WI. If two eigenvalues are computed as a
        !           112: *>          complex conjugate pair, they are stored in consecutive
        !           113: *>          elements of WR and WI, say the i-th and (i+1)th, with
        !           114: *>          WI(i) > 0 and WI(i+1) < 0. If WANTT is .TRUE., the
        !           115: *>          eigenvalues are stored in the same order as on the diagonal
        !           116: *>          of the Schur form returned in H, with WR(i) = H(i,i), and, if
        !           117: *>          H(i:i+1,i:i+1) is a 2-by-2 diagonal block,
        !           118: *>          WI(i) = sqrt(H(i+1,i)*H(i,i+1)) and WI(i+1) = -WI(i).
        !           119: *> \endverbatim
        !           120: *>
        !           121: *> \param[in] ILOZ
        !           122: *> \verbatim
        !           123: *>          ILOZ is INTEGER
        !           124: *> \endverbatim
        !           125: *>
        !           126: *> \param[in] IHIZ
        !           127: *> \verbatim
        !           128: *>          IHIZ is INTEGER
        !           129: *>          Specify the rows of Z to which transformations must be
        !           130: *>          applied if WANTZ is .TRUE..
        !           131: *>          1 <= ILOZ <= ILO; IHI <= IHIZ <= N.
        !           132: *> \endverbatim
        !           133: *>
        !           134: *> \param[in,out] Z
        !           135: *> \verbatim
        !           136: *>          Z is DOUBLE PRECISION array, dimension (LDZ,N)
        !           137: *>          If WANTZ is .TRUE., on entry Z must contain the current
        !           138: *>          matrix Z of transformations accumulated by DHSEQR, and on
        !           139: *>          exit Z has been updated; transformations are applied only to
        !           140: *>          the submatrix Z(ILOZ:IHIZ,ILO:IHI).
        !           141: *>          If WANTZ is .FALSE., Z is not referenced.
        !           142: *> \endverbatim
        !           143: *>
        !           144: *> \param[in] LDZ
        !           145: *> \verbatim
        !           146: *>          LDZ is INTEGER
        !           147: *>          The leading dimension of the array Z. LDZ >= max(1,N).
        !           148: *> \endverbatim
        !           149: *>
        !           150: *> \param[out] INFO
        !           151: *> \verbatim
        !           152: *>          INFO is INTEGER
        !           153: *>           =   0: successful exit
        !           154: *>          .GT. 0: If INFO = i, DLAHQR failed to compute all the
        !           155: *>                  eigenvalues ILO to IHI in a total of 30 iterations
        !           156: *>                  per eigenvalue; elements i+1:ihi of WR and WI
        !           157: *>                  contain those eigenvalues which have been
        !           158: *>                  successfully computed.
        !           159: *>
        !           160: *>                  If INFO .GT. 0 and WANTT is .FALSE., then on exit,
        !           161: *>                  the remaining unconverged eigenvalues are the
        !           162: *>                  eigenvalues of the upper Hessenberg matrix rows
        !           163: *>                  and columns ILO thorugh INFO of the final, output
        !           164: *>                  value of H.
        !           165: *>
        !           166: *>                  If INFO .GT. 0 and WANTT is .TRUE., then on exit
        !           167: *>          (*)       (initial value of H)*U  = U*(final value of H)
        !           168: *>                  where U is an orthognal matrix.    The final
        !           169: *>                  value of H is upper Hessenberg and triangular in
        !           170: *>                  rows and columns INFO+1 through IHI.
        !           171: *>
        !           172: *>                  If INFO .GT. 0 and WANTZ is .TRUE., then on exit
        !           173: *>                      (final value of Z)  = (initial value of Z)*U
        !           174: *>                  where U is the orthogonal matrix in (*)
        !           175: *>                  (regardless of the value of WANTT.)
        !           176: *> \endverbatim
        !           177: *
        !           178: *  Authors:
        !           179: *  ========
        !           180: *
        !           181: *> \author Univ. of Tennessee 
        !           182: *> \author Univ. of California Berkeley 
        !           183: *> \author Univ. of Colorado Denver 
        !           184: *> \author NAG Ltd. 
        !           185: *
        !           186: *> \date November 2011
        !           187: *
        !           188: *> \ingroup doubleOTHERauxiliary
        !           189: *
        !           190: *> \par Further Details:
        !           191: *  =====================
        !           192: *>
        !           193: *> \verbatim
        !           194: *>
        !           195: *>     02-96 Based on modifications by
        !           196: *>     David Day, Sandia National Laboratory, USA
        !           197: *>
        !           198: *>     12-04 Further modifications by
        !           199: *>     Ralph Byers, University of Kansas, USA
        !           200: *>     This is a modified version of DLAHQR from LAPACK version 3.0.
        !           201: *>     It is (1) more robust against overflow and underflow and
        !           202: *>     (2) adopts the more conservative Ahues & Tisseur stopping
        !           203: *>     criterion (LAWN 122, 1997).
        !           204: *> \endverbatim
        !           205: *>
        !           206: *  =====================================================================
1.1       bertrand  207:       SUBROUTINE DLAHQR( WANTT, WANTZ, N, ILO, IHI, H, LDH, WR, WI,
                    208:      $                   ILOZ, IHIZ, Z, LDZ, INFO )
                    209: *
1.8     ! bertrand  210: *  -- LAPACK auxiliary routine (version 3.4.0) --
        !           211: *  -- LAPACK is a software package provided by Univ. of Tennessee,    --
        !           212: *  -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd..--
        !           213: *     November 2011
1.1       bertrand  214: *
                    215: *     .. Scalar Arguments ..
                    216:       INTEGER            IHI, IHIZ, ILO, ILOZ, INFO, LDH, LDZ, N
                    217:       LOGICAL            WANTT, WANTZ
                    218: *     ..
                    219: *     .. Array Arguments ..
                    220:       DOUBLE PRECISION   H( LDH, * ), WI( * ), WR( * ), Z( LDZ, * )
                    221: *     ..
                    222: *
1.8     ! bertrand  223: *  =========================================================
1.1       bertrand  224: *
                    225: *     .. Parameters ..
                    226:       INTEGER            ITMAX
                    227:       PARAMETER          ( ITMAX = 30 )
                    228:       DOUBLE PRECISION   ZERO, ONE, TWO
                    229:       PARAMETER          ( ZERO = 0.0d0, ONE = 1.0d0, TWO = 2.0d0 )
                    230:       DOUBLE PRECISION   DAT1, DAT2
                    231:       PARAMETER          ( DAT1 = 3.0d0 / 4.0d0, DAT2 = -0.4375d0 )
                    232: *     ..
                    233: *     .. Local Scalars ..
                    234:       DOUBLE PRECISION   AA, AB, BA, BB, CS, DET, H11, H12, H21, H21S,
                    235:      $                   H22, RT1I, RT1R, RT2I, RT2R, RTDISC, S, SAFMAX,
                    236:      $                   SAFMIN, SMLNUM, SN, SUM, T1, T2, T3, TR, TST,
                    237:      $                   ULP, V2, V3
                    238:       INTEGER            I, I1, I2, ITS, J, K, L, M, NH, NR, NZ
                    239: *     ..
                    240: *     .. Local Arrays ..
                    241:       DOUBLE PRECISION   V( 3 )
                    242: *     ..
                    243: *     .. External Functions ..
                    244:       DOUBLE PRECISION   DLAMCH
                    245:       EXTERNAL           DLAMCH
                    246: *     ..
                    247: *     .. External Subroutines ..
                    248:       EXTERNAL           DCOPY, DLABAD, DLANV2, DLARFG, DROT
                    249: *     ..
                    250: *     .. Intrinsic Functions ..
                    251:       INTRINSIC          ABS, DBLE, MAX, MIN, SQRT
                    252: *     ..
                    253: *     .. Executable Statements ..
                    254: *
                    255:       INFO = 0
                    256: *
                    257: *     Quick return if possible
                    258: *
                    259:       IF( N.EQ.0 )
                    260:      $   RETURN
                    261:       IF( ILO.EQ.IHI ) THEN
                    262:          WR( ILO ) = H( ILO, ILO )
                    263:          WI( ILO ) = ZERO
                    264:          RETURN
                    265:       END IF
                    266: *
                    267: *     ==== clear out the trash ====
                    268:       DO 10 J = ILO, IHI - 3
                    269:          H( J+2, J ) = ZERO
                    270:          H( J+3, J ) = ZERO
                    271:    10 CONTINUE
                    272:       IF( ILO.LE.IHI-2 )
                    273:      $   H( IHI, IHI-2 ) = ZERO
                    274: *
                    275:       NH = IHI - ILO + 1
                    276:       NZ = IHIZ - ILOZ + 1
                    277: *
                    278: *     Set machine-dependent constants for the stopping criterion.
                    279: *
                    280:       SAFMIN = DLAMCH( 'SAFE MINIMUM' )
                    281:       SAFMAX = ONE / SAFMIN
                    282:       CALL DLABAD( SAFMIN, SAFMAX )
                    283:       ULP = DLAMCH( 'PRECISION' )
                    284:       SMLNUM = SAFMIN*( DBLE( NH ) / ULP )
                    285: *
                    286: *     I1 and I2 are the indices of the first row and last column of H
                    287: *     to which transformations must be applied. If eigenvalues only are
                    288: *     being computed, I1 and I2 are set inside the main loop.
                    289: *
                    290:       IF( WANTT ) THEN
                    291:          I1 = 1
                    292:          I2 = N
                    293:       END IF
                    294: *
                    295: *     The main loop begins here. I is the loop index and decreases from
                    296: *     IHI to ILO in steps of 1 or 2. Each iteration of the loop works
                    297: *     with the active submatrix in rows and columns L to I.
                    298: *     Eigenvalues I+1 to IHI have already converged. Either L = ILO or
                    299: *     H(L,L-1) is negligible so that the matrix splits.
                    300: *
                    301:       I = IHI
                    302:    20 CONTINUE
                    303:       L = ILO
                    304:       IF( I.LT.ILO )
                    305:      $   GO TO 160
                    306: *
                    307: *     Perform QR iterations on rows and columns ILO to I until a
                    308: *     submatrix of order 1 or 2 splits off at the bottom because a
                    309: *     subdiagonal element has become negligible.
                    310: *
                    311:       DO 140 ITS = 0, ITMAX
                    312: *
                    313: *        Look for a single small subdiagonal element.
                    314: *
                    315:          DO 30 K = I, L + 1, -1
                    316:             IF( ABS( H( K, K-1 ) ).LE.SMLNUM )
                    317:      $         GO TO 40
                    318:             TST = ABS( H( K-1, K-1 ) ) + ABS( H( K, K ) )
                    319:             IF( TST.EQ.ZERO ) THEN
                    320:                IF( K-2.GE.ILO )
                    321:      $            TST = TST + ABS( H( K-1, K-2 ) )
                    322:                IF( K+1.LE.IHI )
                    323:      $            TST = TST + ABS( H( K+1, K ) )
                    324:             END IF
                    325: *           ==== The following is a conservative small subdiagonal
                    326: *           .    deflation  criterion due to Ahues & Tisseur (LAWN 122,
                    327: *           .    1997). It has better mathematical foundation and
                    328: *           .    improves accuracy in some cases.  ====
                    329:             IF( ABS( H( K, K-1 ) ).LE.ULP*TST ) THEN
                    330:                AB = MAX( ABS( H( K, K-1 ) ), ABS( H( K-1, K ) ) )
                    331:                BA = MIN( ABS( H( K, K-1 ) ), ABS( H( K-1, K ) ) )
                    332:                AA = MAX( ABS( H( K, K ) ),
                    333:      $              ABS( H( K-1, K-1 )-H( K, K ) ) )
                    334:                BB = MIN( ABS( H( K, K ) ),
                    335:      $              ABS( H( K-1, K-1 )-H( K, K ) ) )
                    336:                S = AA + AB
                    337:                IF( BA*( AB / S ).LE.MAX( SMLNUM,
                    338:      $             ULP*( BB*( AA / S ) ) ) )GO TO 40
                    339:             END IF
                    340:    30    CONTINUE
                    341:    40    CONTINUE
                    342:          L = K
                    343:          IF( L.GT.ILO ) THEN
                    344: *
                    345: *           H(L,L-1) is negligible
                    346: *
                    347:             H( L, L-1 ) = ZERO
                    348:          END IF
                    349: *
                    350: *        Exit from loop if a submatrix of order 1 or 2 has split off.
                    351: *
                    352:          IF( L.GE.I-1 )
                    353:      $      GO TO 150
                    354: *
                    355: *        Now the active submatrix is in rows and columns L to I. If
                    356: *        eigenvalues only are being computed, only the active submatrix
                    357: *        need be transformed.
                    358: *
                    359:          IF( .NOT.WANTT ) THEN
                    360:             I1 = L
                    361:             I2 = I
                    362:          END IF
                    363: *
                    364:          IF( ITS.EQ.10 ) THEN
                    365: *
                    366: *           Exceptional shift.
                    367: *
                    368:             S = ABS( H( L+1, L ) ) + ABS( H( L+2, L+1 ) )
                    369:             H11 = DAT1*S + H( L, L )
                    370:             H12 = DAT2*S
                    371:             H21 = S
                    372:             H22 = H11
                    373:          ELSE IF( ITS.EQ.20 ) THEN
                    374: *
                    375: *           Exceptional shift.
                    376: *
                    377:             S = ABS( H( I, I-1 ) ) + ABS( H( I-1, I-2 ) )
                    378:             H11 = DAT1*S + H( I, I )
                    379:             H12 = DAT2*S
                    380:             H21 = S
                    381:             H22 = H11
                    382:          ELSE
                    383: *
                    384: *           Prepare to use Francis' double shift
                    385: *           (i.e. 2nd degree generalized Rayleigh quotient)
                    386: *
                    387:             H11 = H( I-1, I-1 )
                    388:             H21 = H( I, I-1 )
                    389:             H12 = H( I-1, I )
                    390:             H22 = H( I, I )
                    391:          END IF
                    392:          S = ABS( H11 ) + ABS( H12 ) + ABS( H21 ) + ABS( H22 )
                    393:          IF( S.EQ.ZERO ) THEN
                    394:             RT1R = ZERO
                    395:             RT1I = ZERO
                    396:             RT2R = ZERO
                    397:             RT2I = ZERO
                    398:          ELSE
                    399:             H11 = H11 / S
                    400:             H21 = H21 / S
                    401:             H12 = H12 / S
                    402:             H22 = H22 / S
                    403:             TR = ( H11+H22 ) / TWO
                    404:             DET = ( H11-TR )*( H22-TR ) - H12*H21
                    405:             RTDISC = SQRT( ABS( DET ) )
                    406:             IF( DET.GE.ZERO ) THEN
                    407: *
                    408: *              ==== complex conjugate shifts ====
                    409: *
                    410:                RT1R = TR*S
                    411:                RT2R = RT1R
                    412:                RT1I = RTDISC*S
                    413:                RT2I = -RT1I
                    414:             ELSE
                    415: *
                    416: *              ==== real shifts (use only one of them)  ====
                    417: *
                    418:                RT1R = TR + RTDISC
                    419:                RT2R = TR - RTDISC
                    420:                IF( ABS( RT1R-H22 ).LE.ABS( RT2R-H22 ) ) THEN
                    421:                   RT1R = RT1R*S
                    422:                   RT2R = RT1R
                    423:                ELSE
                    424:                   RT2R = RT2R*S
                    425:                   RT1R = RT2R
                    426:                END IF
                    427:                RT1I = ZERO
                    428:                RT2I = ZERO
                    429:             END IF
                    430:          END IF
                    431: *
                    432: *        Look for two consecutive small subdiagonal elements.
                    433: *
                    434:          DO 50 M = I - 2, L, -1
                    435: *           Determine the effect of starting the double-shift QR
                    436: *           iteration at row M, and see if this would make H(M,M-1)
                    437: *           negligible.  (The following uses scaling to avoid
                    438: *           overflows and most underflows.)
                    439: *
                    440:             H21S = H( M+1, M )
                    441:             S = ABS( H( M, M )-RT2R ) + ABS( RT2I ) + ABS( H21S )
                    442:             H21S = H( M+1, M ) / S
                    443:             V( 1 ) = H21S*H( M, M+1 ) + ( H( M, M )-RT1R )*
                    444:      $               ( ( H( M, M )-RT2R ) / S ) - RT1I*( RT2I / S )
                    445:             V( 2 ) = H21S*( H( M, M )+H( M+1, M+1 )-RT1R-RT2R )
                    446:             V( 3 ) = H21S*H( M+2, M+1 )
                    447:             S = ABS( V( 1 ) ) + ABS( V( 2 ) ) + ABS( V( 3 ) )
                    448:             V( 1 ) = V( 1 ) / S
                    449:             V( 2 ) = V( 2 ) / S
                    450:             V( 3 ) = V( 3 ) / S
                    451:             IF( M.EQ.L )
                    452:      $         GO TO 60
                    453:             IF( ABS( H( M, M-1 ) )*( ABS( V( 2 ) )+ABS( V( 3 ) ) ).LE.
                    454:      $          ULP*ABS( V( 1 ) )*( ABS( H( M-1, M-1 ) )+ABS( H( M,
                    455:      $          M ) )+ABS( H( M+1, M+1 ) ) ) )GO TO 60
                    456:    50    CONTINUE
                    457:    60    CONTINUE
                    458: *
                    459: *        Double-shift QR step
                    460: *
                    461:          DO 130 K = M, I - 1
                    462: *
                    463: *           The first iteration of this loop determines a reflection G
                    464: *           from the vector V and applies it from left and right to H,
                    465: *           thus creating a nonzero bulge below the subdiagonal.
                    466: *
                    467: *           Each subsequent iteration determines a reflection G to
                    468: *           restore the Hessenberg form in the (K-1)th column, and thus
                    469: *           chases the bulge one step toward the bottom of the active
                    470: *           submatrix. NR is the order of G.
                    471: *
                    472:             NR = MIN( 3, I-K+1 )
                    473:             IF( K.GT.M )
                    474:      $         CALL DCOPY( NR, H( K, K-1 ), 1, V, 1 )
                    475:             CALL DLARFG( NR, V( 1 ), V( 2 ), 1, T1 )
                    476:             IF( K.GT.M ) THEN
                    477:                H( K, K-1 ) = V( 1 )
                    478:                H( K+1, K-1 ) = ZERO
                    479:                IF( K.LT.I-1 )
                    480:      $            H( K+2, K-1 ) = ZERO
                    481:             ELSE IF( M.GT.L ) THEN
                    482: *               ==== Use the following instead of
                    483: *               .    H( K, K-1 ) = -H( K, K-1 ) to
                    484: *               .    avoid a bug when v(2) and v(3)
                    485: *               .    underflow. ====
                    486:                H( K, K-1 ) = H( K, K-1 )*( ONE-T1 )
                    487:             END IF
                    488:             V2 = V( 2 )
                    489:             T2 = T1*V2
                    490:             IF( NR.EQ.3 ) THEN
                    491:                V3 = V( 3 )
                    492:                T3 = T1*V3
                    493: *
                    494: *              Apply G from the left to transform the rows of the matrix
                    495: *              in columns K to I2.
                    496: *
                    497:                DO 70 J = K, I2
                    498:                   SUM = H( K, J ) + V2*H( K+1, J ) + V3*H( K+2, J )
                    499:                   H( K, J ) = H( K, J ) - SUM*T1
                    500:                   H( K+1, J ) = H( K+1, J ) - SUM*T2
                    501:                   H( K+2, J ) = H( K+2, J ) - SUM*T3
                    502:    70          CONTINUE
                    503: *
                    504: *              Apply G from the right to transform the columns of the
                    505: *              matrix in rows I1 to min(K+3,I).
                    506: *
                    507:                DO 80 J = I1, MIN( K+3, I )
                    508:                   SUM = H( J, K ) + V2*H( J, K+1 ) + V3*H( J, K+2 )
                    509:                   H( J, K ) = H( J, K ) - SUM*T1
                    510:                   H( J, K+1 ) = H( J, K+1 ) - SUM*T2
                    511:                   H( J, K+2 ) = H( J, K+2 ) - SUM*T3
                    512:    80          CONTINUE
                    513: *
                    514:                IF( WANTZ ) THEN
                    515: *
                    516: *                 Accumulate transformations in the matrix Z
                    517: *
                    518:                   DO 90 J = ILOZ, IHIZ
                    519:                      SUM = Z( J, K ) + V2*Z( J, K+1 ) + V3*Z( J, K+2 )
                    520:                      Z( J, K ) = Z( J, K ) - SUM*T1
                    521:                      Z( J, K+1 ) = Z( J, K+1 ) - SUM*T2
                    522:                      Z( J, K+2 ) = Z( J, K+2 ) - SUM*T3
                    523:    90             CONTINUE
                    524:                END IF
                    525:             ELSE IF( NR.EQ.2 ) THEN
                    526: *
                    527: *              Apply G from the left to transform the rows of the matrix
                    528: *              in columns K to I2.
                    529: *
                    530:                DO 100 J = K, I2
                    531:                   SUM = H( K, J ) + V2*H( K+1, J )
                    532:                   H( K, J ) = H( K, J ) - SUM*T1
                    533:                   H( K+1, J ) = H( K+1, J ) - SUM*T2
                    534:   100          CONTINUE
                    535: *
                    536: *              Apply G from the right to transform the columns of the
                    537: *              matrix in rows I1 to min(K+3,I).
                    538: *
                    539:                DO 110 J = I1, I
                    540:                   SUM = H( J, K ) + V2*H( J, K+1 )
                    541:                   H( J, K ) = H( J, K ) - SUM*T1
                    542:                   H( J, K+1 ) = H( J, K+1 ) - SUM*T2
                    543:   110          CONTINUE
                    544: *
                    545:                IF( WANTZ ) THEN
                    546: *
                    547: *                 Accumulate transformations in the matrix Z
                    548: *
                    549:                   DO 120 J = ILOZ, IHIZ
                    550:                      SUM = Z( J, K ) + V2*Z( J, K+1 )
                    551:                      Z( J, K ) = Z( J, K ) - SUM*T1
                    552:                      Z( J, K+1 ) = Z( J, K+1 ) - SUM*T2
                    553:   120             CONTINUE
                    554:                END IF
                    555:             END IF
                    556:   130    CONTINUE
                    557: *
                    558:   140 CONTINUE
                    559: *
                    560: *     Failure to converge in remaining number of iterations
                    561: *
                    562:       INFO = I
                    563:       RETURN
                    564: *
                    565:   150 CONTINUE
                    566: *
                    567:       IF( L.EQ.I ) THEN
                    568: *
                    569: *        H(I,I-1) is negligible: one eigenvalue has converged.
                    570: *
                    571:          WR( I ) = H( I, I )
                    572:          WI( I ) = ZERO
                    573:       ELSE IF( L.EQ.I-1 ) THEN
                    574: *
                    575: *        H(I-1,I-2) is negligible: a pair of eigenvalues have converged.
                    576: *
                    577: *        Transform the 2-by-2 submatrix to standard Schur form,
                    578: *        and compute and store the eigenvalues.
                    579: *
                    580:          CALL DLANV2( H( I-1, I-1 ), H( I-1, I ), H( I, I-1 ),
                    581:      $                H( I, I ), WR( I-1 ), WI( I-1 ), WR( I ), WI( I ),
                    582:      $                CS, SN )
                    583: *
                    584:          IF( WANTT ) THEN
                    585: *
                    586: *           Apply the transformation to the rest of H.
                    587: *
                    588:             IF( I2.GT.I )
                    589:      $         CALL DROT( I2-I, H( I-1, I+1 ), LDH, H( I, I+1 ), LDH,
                    590:      $                    CS, SN )
                    591:             CALL DROT( I-I1-1, H( I1, I-1 ), 1, H( I1, I ), 1, CS, SN )
                    592:          END IF
                    593:          IF( WANTZ ) THEN
                    594: *
                    595: *           Apply the transformation to Z.
                    596: *
                    597:             CALL DROT( NZ, Z( ILOZ, I-1 ), 1, Z( ILOZ, I ), 1, CS, SN )
                    598:          END IF
                    599:       END IF
                    600: *
                    601: *     return to start of the main loop with new value of I.
                    602: *
                    603:       I = L - 1
                    604:       GO TO 20
                    605: *
                    606:   160 CONTINUE
                    607:       RETURN
                    608: *
                    609: *     End of DLAHQR
                    610: *
                    611:       END

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