complex16OTHERauxiliary(3)

NAME
complex16OTHERauxiliary

SYNOPSIS

  Functions
subroutine clag2z (M, N, SA, LDSA, A, LDA, INFO)
CLAG2Z converts a complex single precision matrix to a complex double precision matrix.
double precision function dzsum1 (N, CX, INCX)
DZSUM1 forms the 1-norm of the complex vector using the true absolute value.
integer function ilazlc (M, N, A, LDA)
ILAZLC scans a matrix for its last non-zero column.
integer function ilazlr (M, N, A, LDA)
ILAZLR scans a matrix for its last non-zero row.
subroutine zdrscl (N, SA, SX, INCX)
ZDRSCL multiplies a vector by the reciprocal of a real scalar.
subroutine zlabrd (M, N, NB, A, LDA, D, E, TAUQ, TAUP, X, LDX, Y, LDY)
ZLABRD reduces the first nb rows and columns of a general matrix to a bidiagonal form.
subroutine zlacgv (N, X, INCX)
ZLACGV conjugates a complex vector.
subroutine zlacn2 (N, V, X, EST, KASE, ISAVE)
ZLACN2 estimates the 1-norm of a square matrix, using reverse communication for evaluating matrix-vector products.
subroutine zlacon (N, V, X, EST, KASE)
ZLACON estimates the 1-norm of a square matrix, using reverse communication for evaluating matrix-vector products.
subroutine zlacp2 (UPLO, M, N, A, LDA, B, LDB)
ZLACP2 copies all or part of a real two-dimensional array to a complex array.
subroutine zlacpy (UPLO, M, N, A, LDA, B, LDB)
ZLACPY copies all or part of one two-dimensional array to another.
subroutine zlacrm (M, N, A, LDA, B, LDB, C, LDC, RWORK)
ZLACRM multiplies a complex matrix by a square real matrix.
subroutine zlacrt (N, CX, INCX, CY, INCY, C, S)
ZLACRT performs a linear transformation of a pair of complex vectors.
complex *16 function zladiv (X, Y)
ZLADIV performs complex division in real arithmetic, avoiding unnecessary overflow.
subroutine zlaein (RIGHTV, NOINIT, N, H, LDH, W, V, B, LDB, RWORK, EPS3, SMLNUM, INFO)
ZLAEIN computes a specified right or left eigenvector of an upper Hessenberg matrix by inverse iteration.
subroutine zlaev2 (A, B, C, RT1, RT2, CS1, SN1)
ZLAEV2 computes the eigenvalues and eigenvectors of a 2-by-2 symmetric/Hermitian matrix.
subroutine zlag2c (M, N, A, LDA, SA, LDSA, INFO)
ZLAG2C converts a complex double precision matrix to a complex single precision matrix.
subroutine zlags2 (UPPER, A1, A2, A3, B1, B2, B3, CSU, SNU, CSV, SNV, CSQ, SNQ)
ZLAGS2
subroutine zlagtm (TRANS, N, NRHS, ALPHA, DL, D, DU, X, LDX, BETA, B, LDB)
ZLAGTM performs a matrix-matrix product of the form C = αAB+βC, where A is a tridiagonal matrix, B and C are rectangular matrices, and α and β are scalars, which may be 0, 1, or -1.
subroutine zlahqr (WANTT, WANTZ, N, ILO, IHI, H, LDH, W, ILOZ, IHIZ, Z, LDZ, INFO)
ZLAHQR computes the eigenvalues and Schur factorization of an upper Hessenberg matrix, using the double-shift/single-shift QR algorithm.
subroutine zlahr2 (N, K, NB, A, LDA, TAU, T, LDT, Y, LDY)
ZLAHR2 reduces the specified number of first columns of a general rectangular matrix A so that elements below the specified subdiagonal are zero, and returns auxiliary matrices which are needed to apply the transformation to the unreduced part of A.
subroutine zlaic1 (JOB, J, X, SEST, W, GAMMA, SESTPR, S, C)
ZLAIC1 applies one step of incremental condition estimation.
double precision function zlangt (NORM, N, DL, D, DU)
ZLANGT returns the value of the 1-norm, Frobenius norm, infinity-norm, or the largest absolute value of any element of a general tridiagonal matrix.
double precision function zlanhb (NORM, UPLO, N, K, AB, LDAB, WORK)
ZLANHB returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a Hermitian band matrix.
double precision function zlanhp (NORM, UPLO, N, AP, WORK)
ZLANHP returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a complex Hermitian matrix supplied in packed form.
double precision function zlanhs (NORM, N, A, LDA, WORK)
ZLANHS returns the value of the 1-norm, Frobenius norm, infinity-norm, or the largest absolute value of any element of an upper Hessenberg matrix.
double precision function zlanht (NORM, N, D, E)
ZLANHT returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a complex Hermitian tridiagonal matrix.
double precision function zlansb (NORM, UPLO, N, K, AB, LDAB, WORK)
ZLANSB returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a symmetric band matrix.
double precision function zlansp (NORM, UPLO, N, AP, WORK)
ZLANSP returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a symmetric matrix supplied in packed form.
double precision function zlantb (NORM, UPLO, DIAG, N, K, AB, LDAB, WORK)
ZLANTB returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a triangular band matrix.
double precision function zlantp (NORM, UPLO, DIAG, N, AP, WORK)
ZLANTP returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a triangular matrix supplied in packed form.
double precision function zlantr (NORM, UPLO, DIAG, M, N, A, LDA, WORK)
ZLANTR returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a trapezoidal or triangular matrix.
subroutine zlapll (N, X, INCX, Y, INCY, SSMIN)
ZLAPLL measures the linear dependence of two vectors.
subroutine zlapmr (FORWRD, M, N, X, LDX, K)
ZLAPMR rearranges rows of a matrix as specified by a permutation vector.
subroutine zlapmt (FORWRD, M, N, X, LDX, K)
ZLAPMT performs a forward or backward permutation of the columns of a matrix.
subroutine zlaqhb (UPLO, N, KD, AB, LDAB, S, SCOND, AMAX, EQUED)
ZLAQHB scales a Hermitian band matrix, using scaling factors computed by cpbequ.
subroutine zlaqhp (UPLO, N, AP, S, SCOND, AMAX, EQUED)
ZLAQHP scales a Hermitian matrix stored in packed form.
subroutine zlaqp2 (M, N, OFFSET, A, LDA, JPVT, TAU, VN1, VN2, WORK)
ZLAQP2 computes a QR factorization with column pivoting of the matrix block.
subroutine zlaqps (M, N, OFFSET, NB, KB, A, LDA, JPVT, TAU, VN1, VN2, AUXV, F, LDF)
ZLAQPS computes a step of QR factorization with column pivoting of a real m-by-n matrix A by using BLAS level 3.
subroutine zlaqr0 (WANTT, WANTZ, N, ILO, IHI, H, LDH, W, ILOZ, IHIZ, Z, LDZ, WORK, LWORK, INFO)
ZLAQR0 computes the eigenvalues of a Hessenberg matrix, and optionally the matrices from the Schur decomposition.
subroutine zlaqr1 (N, H, LDH, S1, S2, V)
ZLAQR1 sets a scalar multiple of the first column of the product of 2-by-2 or 3-by-3 matrix H and specified shifts.
subroutine zlaqr2 (WANTT, WANTZ, N, KTOP, KBOT, NW, H, LDH, ILOZ, IHIZ, Z, LDZ, NS, ND, SH, V, LDV, NH, T, LDT, NV, WV, LDWV, WORK, LWORK)
ZLAQR2 performs the unitary similarity transformation of a Hessenberg matrix to detect and deflate fully converged eigenvalues from a trailing principal submatrix (aggressive early deflation).
subroutine zlaqr3 (WANTT, WANTZ, N, KTOP, KBOT, NW, H, LDH, ILOZ, IHIZ, Z, LDZ, NS, ND, SH, V, LDV, NH, T, LDT, NV, WV, LDWV, WORK, LWORK)
ZLAQR3 performs the unitary similarity transformation of a Hessenberg matrix to detect and deflate fully converged eigenvalues from a trailing principal submatrix (aggressive early deflation).
subroutine zlaqr4 (WANTT, WANTZ, N, ILO, IHI, H, LDH, W, ILOZ, IHIZ, Z, LDZ, WORK, LWORK, INFO)
ZLAQR4 computes the eigenvalues of a Hessenberg matrix, and optionally the matrices from the Schur decomposition.
subroutine zlaqr5 (WANTT, WANTZ, KACC22, N, KTOP, KBOT, NSHFTS, S, H, LDH, ILOZ, IHIZ, Z, LDZ, V, LDV, U, LDU, NV, WV, LDWV, NH, WH, LDWH)
ZLAQR5 performs a single small-bulge multi-shift QR sweep.
subroutine zlaqsb (UPLO, N, KD, AB, LDAB, S, SCOND, AMAX, EQUED)
ZLAQSB scales a symmetric/Hermitian band matrix, using scaling factors computed by spbequ.
subroutine zlaqsp (UPLO, N, AP, S, SCOND, AMAX, EQUED)
ZLAQSP scales a symmetric/Hermitian matrix in packed storage, using scaling factors computed by sppequ.
subroutine zlar1v (N, B1, BN, LAMBDA, D, L, LD, LLD, PIVMIN, GAPTOL, Z, WANTNC, NEGCNT, ZTZ, MINGMA, R, ISUPPZ, NRMINV, RESID, RQCORR, WORK)
ZLAR1V computes the (scaled) r-th column of the inverse of the submatrix in rows b1 through bn of the tridiagonal matrix LDLT - λI.
subroutine zlar2v (N, X, Y, Z, INCX, C, S, INCC)
ZLAR2V applies a vector of plane rotations with real cosines and complex sines from both sides to a sequence of 2-by-2 symmetric/Hermitian matrices.
subroutine zlarcm (M, N, A, LDA, B, LDB, C, LDC, RWORK)
ZLARCM copies all or part of a real two-dimensional array to a complex array.
subroutine zlarf (SIDE, M, N, V, INCV, TAU, C, LDC, WORK)
ZLARF applies an elementary reflector to a general rectangular matrix.
subroutine zlarfb (SIDE, TRANS, DIRECT, STOREV, M, N, K, V, LDV, T, LDT, C, LDC, WORK, LDWORK)
ZLARFB applies a block reflector or its conjugate-transpose to a general rectangular matrix.
subroutine zlarfg (N, ALPHA, X, INCX, TAU)
ZLARFG generates an elementary reflector (Householder matrix).
subroutine zlarfgp (N, ALPHA, X, INCX, TAU)
ZLARFGP generates an elementary reflector (Householder matrix) with non-negative beta.
subroutine zlarft (DIRECT, STOREV, N, K, V, LDV, TAU, T, LDT)
ZLARFT forms the triangular factor T of a block reflector H = I - vtvH
subroutine zlarfx (SIDE, M, N, V, TAU, C, LDC, WORK)
ZLARFX applies an elementary reflector to a general rectangular matrix, with loop unrolling when the reflector has order ≤ 10.
subroutine zlargv (N, X, INCX, Y, INCY, C, INCC)
ZLARGV generates a vector of plane rotations with real cosines and complex sines.
subroutine zlarnv (IDIST, ISEED, N, X)
ZLARNV returns a vector of random numbers from a uniform or normal distribution.
subroutine zlarrv (N, VL, VU, D, L, PIVMIN, ISPLIT, M, DOL, DOU, MINRGP, RTOL1, RTOL2, W, WERR, WGAP, IBLOCK, INDEXW, GERS, Z, LDZ, ISUPPZ, WORK, IWORK, INFO)
ZLARRV computes the eigenvectors of the tridiagonal matrix T = L D LT given L, D and the eigenvalues of L D LT.
subroutine zlartg (F, G, CS, SN, R)
ZLARTG generates a plane rotation with real cosine and complex sine.
subroutine zlartv (N, X, INCX, Y, INCY, C, S, INCC)
ZLARTV applies a vector of plane rotations with real cosines and complex sines to the elements of a pair of vectors.
subroutine zlascl (TYPE, KL, KU, CFROM, CTO, M, N, A, LDA, INFO)
ZLASCL multiplies a general rectangular matrix by a real scalar defined as cto/cfrom.
subroutine zlaset (UPLO, M, N, ALPHA, BETA, A, LDA)
ZLASET initializes the off-diagonal elements and the diagonal elements of a matrix to given values.
subroutine zlasr (SIDE, PIVOT, DIRECT, M, N, C, S, A, LDA)
ZLASR applies a sequence of plane rotations to a general rectangular matrix.
subroutine zlassq (N, X, INCX, SCALE, SUMSQ)
ZLASSQ updates a sum of squares represented in scaled form.
subroutine zlaswp (N, A, LDA, K1, K2, IPIV, INCX)
ZLASWP performs a series of row interchanges on a general rectangular matrix.
subroutine zlat2c (UPLO, N, A, LDA, SA, LDSA, INFO)
ZLAT2C converts a double complex triangular matrix to a complex triangular matrix.
subroutine zlatbs (UPLO, TRANS, DIAG, NORMIN, N, KD, AB, LDAB, X, SCALE, CNORM, INFO)
ZLATBS solves a triangular banded system of equations.
subroutine zlatdf (IJOB, N, Z, LDZ, RHS, RDSUM, RDSCAL, IPIV, JPIV)
ZLATDF uses the LU factorization of the n-by-n matrix computed by sgetc2 and computes a contribution to the reciprocal Dif-estimate.
subroutine zlatps (UPLO, TRANS, DIAG, NORMIN, N, AP, X, SCALE, CNORM, INFO)
ZLATPS solves a triangular system of equations with the matrix held in packed storage.
subroutine zlatrd (UPLO, N, NB, A, LDA, E, TAU, W, LDW)
ZLATRD reduces the first nb rows and columns of a symmetric/Hermitian matrix A to real tridiagonal form by an unitary similarity transformation.
subroutine zlatrs (UPLO, TRANS, DIAG, NORMIN, N, A, LDA, X, SCALE, CNORM, INFO)
ZLATRS solves a triangular system of equations with the scale factor set to prevent overflow.
subroutine zlauu2 (UPLO, N, A, LDA, INFO)
ZLAUU2 computes the product UUH or LHL, where U and L are upper or lower triangular matrices (unblocked algorithm).
subroutine zlauum (UPLO, N, A, LDA, INFO)
ZLAUUM computes the product UUH or LHL, where U and L are upper or lower triangular matrices (blocked algorithm).
subroutine zrot (N, CX, INCX, CY, INCY, C, S)
ZROT applies a plane rotation with real cosine and complex sine to a pair of complex vectors.
subroutine zspmv (UPLO, N, ALPHA, AP, X, INCX, BETA, Y, INCY)
ZSPMV computes a matrix-vector product for complex vectors using a complex symmetric packed matrix
subroutine zspr (UPLO, N, ALPHA, X, INCX, AP)
ZSPR performs the symmetrical rank-1 update of a complex symmetric packed matrix.
subroutine ztprfb (SIDE, TRANS, DIRECT, STOREV, M, N, K, L, V, LDV, T, LDT, A, LDA, B, LDB, WORK, LDWORK)
ZTPRFB applies a real or complex 'triangular-pentagonal' blocked reflector to a real or complex matrix, which is composed of two blocks.

Detailed Description

This is the group of complex16 other auxiliary routines

Function Documentation

  subroutine clag2z (integer M, integer N, complex, dimension( ldsa, * ) SA, integer LDSA, complex*16, dimension( lda, * ) A, integer LDA, integer INFO)

CLAG2Z converts a complex single precision matrix to a complex double precision matrix.

Purpose:

     CLAG2Z converts a COMPLEX matrix, SA, to a COMPLEX*16 matrix, A.
     Note that while it is possible to overflow while converting
     from double to single, it is not possible to overflow when
     converting from single to double.
     This is an auxiliary routine so there is no argument checking.

Parameters:
    M

              M is INTEGER
              The number of lines of the matrix A.  M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix A.  N >= 0.

    SA

              SA is COMPLEX array, dimension (LDSA,N)
              On entry, the M-by-N coefficient matrix SA.

    LDSA

              LDSA is INTEGER
              The leading dimension of the array SA.  LDSA >= max(1,M).

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On exit, the M-by-N coefficient matrix A.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,M).

    INFO

              INFO is INTEGER
              = 0:  successful exit

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 105 of file clag2z.f.

  double precision function dzsum1 (integer N, complex*16, dimension( * ) CX, integer INCX)

DZSUM1 forms the 1-norm of the complex vector using the true absolute value.

Purpose:

     DZSUM1 takes the sum of the absolute values of a complex
     vector and returns a double precision result.
     Based on DZASUM from the Level 1 BLAS.
     The change is to use the 'genuine' absolute value.

Parameters:
    N

              N is INTEGER
              The number of elements in the vector CX.

    CX

              CX is COMPLEX*16 array, dimension (N)
              The vector whose elements will be summed.

    INCX

              INCX is INTEGER
              The spacing between successive values of CX.  INCX > 0.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Contributors:
    Nick Higham for use with ZLACON.

Definition at line 83 of file dzsum1.f.

  integer function ilazlc (integer M, integer N, complex*16, dimension( lda, * ) A, integer LDA)

ILAZLC scans a matrix for its last non-zero column.

Purpose:

     ILAZLC scans A for its last non-zero column.

Parameters:
    M

              M is INTEGER
              The number of rows of the matrix A.

    N

              N is INTEGER
              The number of columns of the matrix A.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The m by n matrix A.

    LDA

              LDA is INTEGER
              The leading dimension of the array A. LDA >= max(1,M).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 80 of file ilazlc.f.

  integer function ilazlr (integer M, integer N, complex*16, dimension( lda, * ) A, integer LDA)

ILAZLR scans a matrix for its last non-zero row.

Purpose:

     ILAZLR scans A for its last non-zero row.

Parameters:
    M

              M is INTEGER
              The number of rows of the matrix A.

    N

              N is INTEGER
              The number of columns of the matrix A.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The m by n matrix A.

    LDA

              LDA is INTEGER
              The leading dimension of the array A. LDA >= max(1,M).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 80 of file ilazlr.f.

  subroutine zdrscl (integer N, double precision SA, complex*16, dimension( * ) SX, integer INCX)

ZDRSCL multiplies a vector by the reciprocal of a real scalar.

Purpose:

     ZDRSCL multiplies an n-element complex vector x by the real scalar
     1/a.  This is done without overflow or underflow as long as
     the final result x/a does not overflow or underflow.

Parameters:
    N

              N is INTEGER
              The number of components of the vector x.

    SA

              SA is DOUBLE PRECISION
              The scalar a which is used to divide each component of x.
              SA must be >= 0, or the subroutine will divide by zero.

    SX

              SX is COMPLEX*16 array, dimension
                             (1+(N-1)*abs(INCX))
              The n-element vector x.

    INCX

              INCX is INTEGER
              The increment between successive values of the vector SX.
              > 0:  SX(1) = X(1) and SX(1+(i-1)*INCX) = x(i),     1< i<= n

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 86 of file zdrscl.f.

  subroutine zlabrd (integer M, integer N, integer NB, complex*16, dimension( lda, * ) A, integer LDA, double precision, dimension( * ) D, double precision, dimension( * ) E, complex*16, dimension( * ) TAUQ, complex*16, dimension( * ) TAUP, complex*16, dimension( ldx, * ) X, integer LDX, complex*16, dimension( ldy, * ) Y, integer LDY)

ZLABRD reduces the first nb rows and columns of a general matrix to a bidiagonal form.

Purpose:

     ZLABRD reduces the first NB rows and columns of a complex general
     m by n matrix A to upper or lower real bidiagonal form by a unitary
     transformation Q**H * A * P, and returns the matrices X and Y which
     are needed to apply the transformation to the unreduced part of A.
     If m >= n, A is reduced to upper bidiagonal form; if m < n, to lower
     bidiagonal form.
     This is an auxiliary routine called by ZGEBRD

Parameters:
    M

              M is INTEGER
              The number of rows in the matrix A.

    N

              N is INTEGER
              The number of columns in the matrix A.

    NB

              NB is INTEGER
              The number of leading rows and columns of A to be reduced.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the m by n general matrix to be reduced.
              On exit, the first NB rows and columns of the matrix are
              overwritten; the rest of the array is unchanged.
              If m >= n, elements on and below the diagonal in the first NB
                columns, with the array TAUQ, represent the unitary
                matrix Q as a product of elementary reflectors; and
                elements above the diagonal in the first NB rows, with the
                array TAUP, represent the unitary matrix P as a product
                of elementary reflectors.
              If m < n, elements below the diagonal in the first NB
                columns, with the array TAUQ, represent the unitary
                matrix Q as a product of elementary reflectors, and
                elements on and above the diagonal in the first NB rows,
                with the array TAUP, represent the unitary matrix P as
                a product of elementary reflectors.
              See Further Details.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,M).

    D

              D is DOUBLE PRECISION array, dimension (NB)
              The diagonal elements of the first NB rows and columns of
              the reduced matrix.  D(i) = A(i,i).

    E

              E is DOUBLE PRECISION array, dimension (NB)
              The off-diagonal elements of the first NB rows and columns of
              the reduced matrix.

    TAUQ

              TAUQ is COMPLEX*16 array, dimension (NB)
              The scalar factors of the elementary reflectors which
              represent the unitary matrix Q. See Further Details.

    TAUP

              TAUP is COMPLEX*16 array, dimension (NB)
              The scalar factors of the elementary reflectors which
              represent the unitary matrix P. See Further Details.

    X

              X is COMPLEX*16 array, dimension (LDX,NB)
              The m-by-nb matrix X required to update the unreduced part
              of A.

    LDX

              LDX is INTEGER
              The leading dimension of the array X. LDX >= max(1,M).

    Y

              Y is COMPLEX*16 array, dimension (LDY,NB)
              The n-by-nb matrix Y required to update the unreduced part
              of A.

    LDY

              LDY is INTEGER
              The leading dimension of the array Y. LDY >= max(1,N).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2017

Further Details:

      The matrices Q and P are represented as products of elementary
      reflectors:
         Q = H(1) H(2) . . . H(nb)  and  P = G(1) G(2) . . . G(nb)
      Each H(i) and G(i) has the form:
         H(i) = I - tauq * v * v**H  and G(i) = I - taup * u * u**H
      where tauq and taup are complex scalars, and v and u are complex
      vectors.
      If m >= n, v(1:i-1) = 0, v(i) = 1, and v(i:m) is stored on exit in
      A(i:m,i); u(1:i) = 0, u(i+1) = 1, and u(i+1:n) is stored on exit in
      A(i,i+1:n); tauq is stored in TAUQ(i) and taup in TAUP(i).
      If m < n, v(1:i) = 0, v(i+1) = 1, and v(i+1:m) is stored on exit in
      A(i+2:m,i); u(1:i-1) = 0, u(i) = 1, and u(i:n) is stored on exit in
      A(i,i+1:n); tauq is stored in TAUQ(i) and taup in TAUP(i).
      The elements of the vectors v and u together form the m-by-nb matrix
      V and the nb-by-n matrix U**H which are needed, with X and Y, to apply
      the transformation to the unreduced part of the matrix, using a block
      update of the form:  A := A - V*Y**H - X*U**H.
      The contents of A on exit are illustrated by the following examples
      with nb = 2:
      m = 6 and n = 5 (m > n):          m = 5 and n = 6 (m < n):
        (  1   1   u1  u1  u1 )           (  1   u1  u1  u1  u1  u1 )
        (  v1  1   1   u2  u2 )           (  1   1   u2  u2  u2  u2 )
        (  v1  v2  a   a   a  )           (  v1  1   a   a   a   a  )
        (  v1  v2  a   a   a  )           (  v1  v2  a   a   a   a  )
        (  v1  v2  a   a   a  )           (  v1  v2  a   a   a   a  )
        (  v1  v2  a   a   a  )
      where a denotes an element of the original matrix which is unchanged,
      vi denotes an element of the vector defining H(i), and ui an element
      of the vector defining G(i).

Definition at line 214 of file zlabrd.f.

  subroutine zlacgv (integer N, complex*16, dimension( * ) X, integer INCX)

ZLACGV conjugates a complex vector.

Purpose:

     ZLACGV conjugates a complex vector of length N.

Parameters:
    N

              N is INTEGER
              The length of the vector X.  N >= 0.

    X

              X is COMPLEX*16 array, dimension
                             (1+(N-1)*abs(INCX))
              On entry, the vector of length N to be conjugated.
              On exit, X is overwritten with conjg(X).

    INCX

              INCX is INTEGER
              The spacing between successive elements of X.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 76 of file zlacgv.f.

  subroutine zlacn2 (integer N, complex*16, dimension( * ) V, complex*16, dimension( * ) X, double precision EST, integer KASE, integer, dimension( 3 ) ISAVE)

ZLACN2 estimates the 1-norm of a square matrix, using reverse communication for evaluating matrix-vector products.

Purpose:

     ZLACN2 estimates the 1-norm of a square, complex matrix A.
     Reverse communication is used for evaluating matrix-vector products.

Parameters:
    N

              N is INTEGER
             The order of the matrix.  N >= 1.

    V

              V is COMPLEX*16 array, dimension (N)
             On the final return, V = A*W,  where  EST = norm(V)/norm(W)
             (W is not returned).

    X

              X is COMPLEX*16 array, dimension (N)
             On an intermediate return, X should be overwritten by
                   A * X,   if KASE=1,
                   A**H * X,  if KASE=2,
             where A**H is the conjugate transpose of A, and ZLACN2 must be
             re-called with all the other parameters unchanged.

    EST

              EST is DOUBLE PRECISION
             On entry with KASE = 1 or 2 and ISAVE(1) = 3, EST should be
             unchanged from the previous call to ZLACN2.
             On exit, EST is an estimate (a lower bound) for norm(A).

    KASE

              KASE is INTEGER
             On the initial call to ZLACN2, KASE should be 0.
             On an intermediate return, KASE will be 1 or 2, indicating
             whether X should be overwritten by A * X  or A**H * X.
             On the final return from ZLACN2, KASE will again be 0.

    ISAVE

              ISAVE is INTEGER array, dimension (3)
             ISAVE is used to save variables between calls to ZLACN2

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      Originally named CONEST, dated March 16, 1988.
      Last modified:  April, 1999
      This is a thread safe version of ZLACON, which uses the array ISAVE
      in place of a SAVE statement, as follows:
         ZLACON     ZLACN2
          JUMP     ISAVE(1)
          J        ISAVE(2)
          ITER     ISAVE(3)

Contributors:
    Nick Higham, University of Manchester

References:
    N.J. Higham, 'FORTRAN codes for estimating the one-norm of
      a real or complex matrix, with applications to condition estimation', ACM Trans. Math. Soft., vol. 14, no. 4, pp. 381-396, December 1988.

Definition at line 135 of file zlacn2.f.

  subroutine zlacon (integer N, complex*16, dimension( n ) V, complex*16, dimension( n ) X, double precision EST, integer KASE)

ZLACON estimates the 1-norm of a square matrix, using reverse communication for evaluating matrix-vector products.

Purpose:

     ZLACON estimates the 1-norm of a square, complex matrix A.
     Reverse communication is used for evaluating matrix-vector products.

Parameters:
    N

              N is INTEGER
             The order of the matrix.  N >= 1.

    V

              V is COMPLEX*16 array, dimension (N)
             On the final return, V = A*W,  where  EST = norm(V)/norm(W)
             (W is not returned).

    X

              X is COMPLEX*16 array, dimension (N)
             On an intermediate return, X should be overwritten by
                   A * X,   if KASE=1,
                   A**H * X,  if KASE=2,
             where A**H is the conjugate transpose of A, and ZLACON must be
             re-called with all the other parameters unchanged.

    EST

              EST is DOUBLE PRECISION
             On entry with KASE = 1 or 2 and JUMP = 3, EST should be
             unchanged from the previous call to ZLACON.
             On exit, EST is an estimate (a lower bound) for norm(A).

    KASE

              KASE is INTEGER
             On the initial call to ZLACON, KASE should be 0.
             On an intermediate return, KASE will be 1 or 2, indicating
             whether X should be overwritten by A * X  or A**H * X.
             On the final return from ZLACON, KASE will again be 0.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:
    Originally named CONEST, dated March 16, 1988.
     Last modified: April, 1999

Contributors:
    Nick Higham, University of Manchester

References:
    N.J. Higham, 'FORTRAN codes for estimating the one-norm of
      a real or complex matrix, with applications to condition estimation', ACM Trans. Math. Soft., vol. 14, no. 4, pp. 381-396, December 1988.

Definition at line 116 of file zlacon.f.

  subroutine zlacp2 (character UPLO, integer M, integer N, double precision, dimension( lda, * ) A, integer LDA, complex*16, dimension( ldb, * ) B, integer LDB)

ZLACP2 copies all or part of a real two-dimensional array to a complex array.

Purpose:

     ZLACP2 copies all or part of a real two-dimensional matrix A to a
     complex matrix B.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies the part of the matrix A to be copied to B.
              = 'U':      Upper triangular part
              = 'L':      Lower triangular part
              Otherwise:  All of the matrix A

    M

              M is INTEGER
              The number of rows of the matrix A.  M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix A.  N >= 0.

    A

              A is DOUBLE PRECISION array, dimension (LDA,N)
              The m by n matrix A.  If UPLO = 'U', only the upper trapezium
              is accessed; if UPLO = 'L', only the lower trapezium is
              accessed.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,M).

    B

              B is COMPLEX*16 array, dimension (LDB,N)
              On exit, B = A in the locations specified by UPLO.

    LDB

              LDB is INTEGER
              The leading dimension of the array B.  LDB >= max(1,M).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 106 of file zlacp2.f.

  subroutine zlacpy (character UPLO, integer M, integer N, complex*16, dimension( lda, * ) A, integer LDA, complex*16, dimension( ldb, * ) B, integer LDB)

ZLACPY copies all or part of one two-dimensional array to another.

Purpose:

     ZLACPY copies all or part of a two-dimensional matrix A to another
     matrix B.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies the part of the matrix A to be copied to B.
              = 'U':      Upper triangular part
              = 'L':      Lower triangular part
              Otherwise:  All of the matrix A

    M

              M is INTEGER
              The number of rows of the matrix A.  M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix A.  N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The m by n matrix A.  If UPLO = 'U', only the upper trapezium
              is accessed; if UPLO = 'L', only the lower trapezium is
              accessed.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,M).

    B

              B is COMPLEX*16 array, dimension (LDB,N)
              On exit, B = A in the locations specified by UPLO.

    LDB

              LDB is INTEGER
              The leading dimension of the array B.  LDB >= max(1,M).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 105 of file zlacpy.f.

  subroutine zlacrm (integer M, integer N, complex*16, dimension( lda, * ) A, integer LDA, double precision, dimension( ldb, * ) B, integer LDB, complex*16, dimension( ldc, * ) C, integer LDC, double precision, dimension( * ) RWORK)

ZLACRM multiplies a complex matrix by a square real matrix.

Purpose:

     ZLACRM performs a very simple matrix-matrix multiplication:
              C := A * B,
     where A is M by N and complex; B is N by N and real;
     C is M by N and complex.

Parameters:
    M

              M is INTEGER
              The number of rows of the matrix A and of the matrix C.
              M >= 0.

    N

              N is INTEGER
              The number of columns and rows of the matrix B and
              the number of columns of the matrix C.
              N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA, N)
              On entry, A contains the M by N matrix A.

    LDA

              LDA is INTEGER
              The leading dimension of the array A. LDA >=max(1,M).

    B

              B is DOUBLE PRECISION array, dimension (LDB, N)
              On entry, B contains the N by N matrix B.

    LDB

              LDB is INTEGER
              The leading dimension of the array B. LDB >=max(1,N).

    C

              C is COMPLEX*16 array, dimension (LDC, N)
              On exit, C contains the M by N matrix C.

    LDC

              LDC is INTEGER
              The leading dimension of the array C. LDC >=max(1,N).

    RWORK

              RWORK is DOUBLE PRECISION array, dimension (2*M*N)

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 116 of file zlacrm.f.

  subroutine zlacrt (integer N, complex*16, dimension( * ) CX, integer INCX, complex*16, dimension( * ) CY, integer INCY, complex*16 C, complex*16 S)

ZLACRT performs a linear transformation of a pair of complex vectors.

Purpose:

     ZLACRT performs the operation
        (  c  s )( x )  ==> ( x )
        ( -s  c )( y )      ( y )
     where c and s are complex and the vectors x and y are complex.

Parameters:
    N

              N is INTEGER
              The number of elements in the vectors CX and CY.

    CX

              CX is COMPLEX*16 array, dimension (N)
              On input, the vector x.
              On output, CX is overwritten with c*x + s*y.

    INCX

              INCX is INTEGER
              The increment between successive values of CX.  INCX <> 0.

    CY

              CY is COMPLEX*16 array, dimension (N)
              On input, the vector y.
              On output, CY is overwritten with -s*x + c*y.

    INCY

              INCY is INTEGER
              The increment between successive values of CY.  INCY <> 0.

    C

              C is COMPLEX*16

    S

              S is COMPLEX*16
              C and S define the matrix
                 [  C   S  ].
                 [ -S   C  ]

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 107 of file zlacrt.f.

  complex*16 function zladiv (complex*16 X, complex*16 Y)

ZLADIV performs complex division in real arithmetic, avoiding unnecessary overflow.

Purpose:

     ZLADIV := X / Y, where X and Y are complex.  The computation of X / Y
     will not overflow on an intermediary step unless the results
     overflows.

Parameters:
    X

              X is COMPLEX*16

    Y

              Y is COMPLEX*16
              The complex scalars X and Y.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 66 of file zladiv.f.

  subroutine zlaein (logical RIGHTV, logical NOINIT, integer N, complex*16, dimension( ldh, * ) H, integer LDH, complex*16 W, complex*16, dimension( * ) V, complex*16, dimension( ldb, * ) B, integer LDB, double precision, dimension( * ) RWORK, double precision EPS3, double precision SMLNUM, integer INFO)

ZLAEIN computes a specified right or left eigenvector of an upper Hessenberg matrix by inverse iteration.

Purpose:

     ZLAEIN uses inverse iteration to find a right or left eigenvector
     corresponding to the eigenvalue W of a complex upper Hessenberg
     matrix H.

Parameters:
    RIGHTV

              RIGHTV is LOGICAL
              = .TRUE. : compute right eigenvector;
              = .FALSE.: compute left eigenvector.

    NOINIT

              NOINIT is LOGICAL
              = .TRUE. : no initial vector supplied in V
              = .FALSE.: initial vector supplied in V.

    N

              N is INTEGER
              The order of the matrix H.  N >= 0.

    H

              H is COMPLEX*16 array, dimension (LDH,N)
              The upper Hessenberg matrix H.

    LDH

              LDH is INTEGER
              The leading dimension of the array H.  LDH >= max(1,N).

    W

              W is COMPLEX*16
              The eigenvalue of H whose corresponding right or left
              eigenvector is to be computed.

    V

              V is COMPLEX*16 array, dimension (N)
              On entry, if NOINIT = .FALSE., V must contain a starting
              vector for inverse iteration; otherwise V need not be set.
              On exit, V contains the computed eigenvector, normalized so
              that the component of largest magnitude has magnitude 1; here
              the magnitude of a complex number (x,y) is taken to be
              |x| + |y|.

    B

              B is COMPLEX*16 array, dimension (LDB,N)

    LDB

              LDB is INTEGER
              The leading dimension of the array B.  LDB >= max(1,N).

    RWORK

              RWORK is DOUBLE PRECISION array, dimension (N)

    EPS3

              EPS3 is DOUBLE PRECISION
              A small machine-dependent value which is used to perturb
              close eigenvalues, and to replace zero pivots.

    SMLNUM

              SMLNUM is DOUBLE PRECISION
              A machine-dependent value close to the underflow threshold.

    INFO

              INFO is INTEGER
              = 0:  successful exit
              = 1:  inverse iteration did not converge; V is set to the
                    last iterate.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 151 of file zlaein.f.

  subroutine zlaev2 (complex*16 A, complex*16 B, complex*16 C, double precision RT1, double precision RT2, double precision CS1, complex*16 SN1)

ZLAEV2 computes the eigenvalues and eigenvectors of a 2-by-2 symmetric/Hermitian matrix.

Purpose:

     ZLAEV2 computes the eigendecomposition of a 2-by-2 Hermitian matrix
        [  A         B  ]
        [  CONJG(B)  C  ].
     On return, RT1 is the eigenvalue of larger absolute value, RT2 is the
     eigenvalue of smaller absolute value, and (CS1,SN1) is the unit right
     eigenvector for RT1, giving the decomposition
     [ CS1  CONJG(SN1) ] [    A     B ] [ CS1 -CONJG(SN1) ] = [ RT1  0  ]
     [-SN1     CS1     ] [ CONJG(B) C ] [ SN1     CS1     ]   [  0  RT2 ].

Parameters:
    A

              A is COMPLEX*16
             The (1,1) element of the 2-by-2 matrix.

    B

              B is COMPLEX*16
             The (1,2) element and the conjugate of the (2,1) element of
             the 2-by-2 matrix.

    C

              C is COMPLEX*16
             The (2,2) element of the 2-by-2 matrix.

    RT1

              RT1 is DOUBLE PRECISION
             The eigenvalue of larger absolute value.

    RT2

              RT2 is DOUBLE PRECISION
             The eigenvalue of smaller absolute value.

    CS1

              CS1 is DOUBLE PRECISION

    SN1

              SN1 is COMPLEX*16
             The vector (CS1, SN1) is a unit right eigenvector for RT1.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      RT1 is accurate to a few ulps barring over/underflow.
      RT2 may be inaccurate if there is massive cancellation in the
      determinant A*C-B*B; higher precision or correctly rounded or
      correctly truncated arithmetic would be needed to compute RT2
      accurately in all cases.
      CS1 and SN1 are accurate to a few ulps barring over/underflow.
      Overflow is possible only if RT1 is within a factor of 5 of overflow.
      Underflow is harmless if the input data is 0 or exceeds
         underflow_threshold / macheps.

Definition at line 123 of file zlaev2.f.

  subroutine zlag2c (integer M, integer N, complex*16, dimension( lda, * ) A, integer LDA, complex, dimension( ldsa, * ) SA, integer LDSA, integer INFO)

ZLAG2C converts a complex double precision matrix to a complex single precision matrix.

Purpose:

     ZLAG2C converts a COMPLEX*16 matrix, SA, to a COMPLEX matrix, A.
     RMAX is the overflow for the SINGLE PRECISION arithmetic
     ZLAG2C checks that all the entries of A are between -RMAX and
     RMAX. If not the conversion is aborted and a flag is raised.
     This is an auxiliary routine so there is no argument checking.

Parameters:
    M

              M is INTEGER
              The number of lines of the matrix A.  M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix A.  N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the M-by-N coefficient matrix A.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,M).

    SA

              SA is COMPLEX array, dimension (LDSA,N)
              On exit, if INFO=0, the M-by-N coefficient matrix SA; if
              INFO>0, the content of SA is unspecified.

    LDSA

              LDSA is INTEGER
              The leading dimension of the array SA.  LDSA >= max(1,M).

    INFO

              INFO is INTEGER
              = 0:  successful exit.
              = 1:  an entry of the matrix A is greater than the SINGLE
                    PRECISION overflow threshold, in this case, the content
                    of SA in exit is unspecified.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 109 of file zlag2c.f.

  subroutine zlags2 (logical UPPER, double precision A1, complex*16 A2, double precision A3, double precision B1, complex*16 B2, double precision B3, double precision CSU, complex*16 SNU, double precision CSV, complex*16 SNV, double precision CSQ, complex*16 SNQ)

ZLAGS2

Purpose:

     ZLAGS2 computes 2-by-2 unitary matrices U, V and Q, such
     that if ( UPPER ) then
               U**H *A*Q = U**H *( A1 A2 )*Q = ( x  0  )
                                 ( 0  A3 )     ( x  x  )
     and
               V**H*B*Q = V**H *( B1 B2 )*Q = ( x  0  )
                                ( 0  B3 )     ( x  x  )
     or if ( .NOT.UPPER ) then
               U**H *A*Q = U**H *( A1 0  )*Q = ( x  x  )
                                 ( A2 A3 )     ( 0  x  )
     and
               V**H *B*Q = V**H *( B1 0  )*Q = ( x  x  )
                                 ( B2 B3 )     ( 0  x  )
     where
       U = (   CSU    SNU ), V = (  CSV    SNV ),
           ( -SNU**H  CSU )      ( -SNV**H CSV )
       Q = (   CSQ    SNQ )
           ( -SNQ**H  CSQ )
     The rows of the transformed A and B are parallel. Moreover, if the
     input 2-by-2 matrix A is not zero, then the transformed (1,1) entry
     of A is not zero. If the input matrices A and B are both not zero,
     then the transformed (2,2) element of B is not zero, except when the
     first rows of input A and B are parallel and the second rows are
     zero.

Parameters:
    UPPER

              UPPER is LOGICAL
              = .TRUE.: the input matrices A and B are upper triangular.
              = .FALSE.: the input matrices A and B are lower triangular.

    A1

              A1 is DOUBLE PRECISION

    A2

              A2 is COMPLEX*16

    A3

              A3 is DOUBLE PRECISION
              On entry, A1, A2 and A3 are elements of the input 2-by-2
              upper (lower) triangular matrix A.

    B1

              B1 is DOUBLE PRECISION

    B2

              B2 is COMPLEX*16

    B3

              B3 is DOUBLE PRECISION
              On entry, B1, B2 and B3 are elements of the input 2-by-2
              upper (lower) triangular matrix B.

    CSU

              CSU is DOUBLE PRECISION

    SNU

              SNU is COMPLEX*16
              The desired unitary matrix U.

    CSV

              CSV is DOUBLE PRECISION

    SNV

              SNV is COMPLEX*16
              The desired unitary matrix V.

    CSQ

              CSQ is DOUBLE PRECISION

    SNQ

              SNQ is COMPLEX*16
              The desired unitary matrix Q.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 160 of file zlags2.f.

  subroutine zlagtm (character TRANS, integer N, integer NRHS, double precision ALPHA, complex*16, dimension( * ) DL, complex*16, dimension( * ) D, complex*16, dimension( * ) DU, complex*16, dimension( ldx, * ) X, integer LDX, double precision BETA, complex*16, dimension( ldb, * ) B, integer LDB)

ZLAGTM performs a matrix-matrix product of the form C = αAB+βC, where A is a tridiagonal matrix, B and C are rectangular matrices, and α and β are scalars, which may be 0, 1, or -1.

Purpose:

     ZLAGTM performs a matrix-vector product of the form
        B := alpha * A * X + beta * B
     where A is a tridiagonal matrix of order N, B and X are N by NRHS
     matrices, and alpha and beta are real scalars, each of which may be
     0., 1., or -1.

Parameters:
    TRANS

              TRANS is CHARACTER*1
              Specifies the operation applied to A.
              = 'N':  No transpose, B := alpha * A * X + beta * B
              = 'T':  Transpose,    B := alpha * A**T * X + beta * B
              = 'C':  Conjugate transpose, B := alpha * A**H * X + beta * B

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    NRHS

              NRHS is INTEGER
              The number of right hand sides, i.e., the number of columns
              of the matrices X and B.

    ALPHA

              ALPHA is DOUBLE PRECISION
              The scalar alpha.  ALPHA must be 0., 1., or -1.; otherwise,
              it is assumed to be 0.

    DL

              DL is COMPLEX*16 array, dimension (N-1)
              The (n-1) sub-diagonal elements of T.

    D

              D is COMPLEX*16 array, dimension (N)
              The diagonal elements of T.

    DU

              DU is COMPLEX*16 array, dimension (N-1)
              The (n-1) super-diagonal elements of T.

    X

              X is COMPLEX*16 array, dimension (LDX,NRHS)
              The N by NRHS matrix X.

    LDX

              LDX is INTEGER
              The leading dimension of the array X.  LDX >= max(N,1).

    BETA

              BETA is DOUBLE PRECISION
              The scalar beta.  BETA must be 0., 1., or -1.; otherwise,
              it is assumed to be 1.

    B

              B is COMPLEX*16 array, dimension (LDB,NRHS)
              On entry, the N by NRHS matrix B.
              On exit, B is overwritten by the matrix expression
              B := alpha * A * X + beta * B.

    LDB

              LDB is INTEGER
              The leading dimension of the array B.  LDB >= max(N,1).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 147 of file zlagtm.f.

  subroutine zlahqr (logical WANTT, logical WANTZ, integer N, integer ILO, integer IHI, complex*16, dimension( ldh, * ) H, integer LDH, complex*16, dimension( * ) W, integer ILOZ, integer IHIZ, complex*16, dimension( ldz, * ) Z, integer LDZ, integer INFO)

ZLAHQR computes the eigenvalues and Schur factorization of an upper Hessenberg matrix, using the double-shift/single-shift QR algorithm.

Purpose:

        ZLAHQR is an auxiliary routine called by CHSEQR to update the
        eigenvalues and Schur decomposition already computed by CHSEQR, by
        dealing with the Hessenberg submatrix in rows and columns ILO to
        IHI.

Parameters:
    WANTT

              WANTT is LOGICAL
              = .TRUE. : the full Schur form T is required;
              = .FALSE.: only eigenvalues are required.

    WANTZ

              WANTZ is LOGICAL
              = .TRUE. : the matrix of Schur vectors Z is required;
              = .FALSE.: Schur vectors are not required.

    N

              N is INTEGER
              The order of the matrix H.  N >= 0.

    ILO

              ILO is INTEGER

    IHI

              IHI is INTEGER
              It is assumed that H is already upper triangular in rows and
              columns IHI+1:N, and that H(ILO,ILO-1) = 0 (unless ILO = 1).
              ZLAHQR works primarily with the Hessenberg submatrix in rows
              and columns ILO to IHI, but applies transformations to all of
              H if WANTT is .TRUE..
              1 <= ILO <= max(1,IHI); IHI <= N.

    H

              H is COMPLEX*16 array, dimension (LDH,N)
              On entry, the upper Hessenberg matrix H.
              On exit, if INFO is zero and if WANTT is .TRUE., then H
              is upper triangular in rows and columns ILO:IHI.  If INFO
              is zero and if WANTT is .FALSE., then the contents of H
              are unspecified on exit.  The output state of H in case
              INF is positive is below under the description of INFO.

    LDH

              LDH is INTEGER
              The leading dimension of the array H. LDH >= max(1,N).

    W

              W is COMPLEX*16 array, dimension (N)
              The computed eigenvalues ILO to IHI are stored in the
              corresponding elements of W. If WANTT is .TRUE., the
              eigenvalues are stored in the same order as on the diagonal
              of the Schur form returned in H, with W(i) = H(i,i).

    ILOZ

              ILOZ is INTEGER

    IHIZ

              IHIZ is INTEGER
              Specify the rows of Z to which transformations must be
              applied if WANTZ is .TRUE..
              1 <= ILOZ <= ILO; IHI <= IHIZ <= N.

    Z

              Z is COMPLEX*16 array, dimension (LDZ,N)
              If WANTZ is .TRUE., on entry Z must contain the current
              matrix Z of transformations accumulated by CHSEQR, and on
              exit Z has been updated; transformations are applied only to
              the submatrix Z(ILOZ:IHIZ,ILO:IHI).
              If WANTZ is .FALSE., Z is not referenced.

    LDZ

              LDZ is INTEGER
              The leading dimension of the array Z. LDZ >= max(1,N).

    INFO

              INFO is INTEGER
               =   0: successful exit
              .GT. 0: if INFO = i, ZLAHQR failed to compute all the
                      eigenvalues ILO to IHI in a total of 30 iterations
                      per eigenvalue; elements i+1:ihi of W contain
                      those eigenvalues which have been successfully
                      computed.
                      If INFO .GT. 0 and WANTT is .FALSE., then on exit,
                      the remaining unconverged eigenvalues are the
                      eigenvalues of the upper Hessenberg matrix
                      rows and columns ILO thorugh INFO of the final,
                      output value of H.
                      If INFO .GT. 0 and WANTT is .TRUE., then on exit
              (*)       (initial value of H)*U  = U*(final value of H)
                      where U is an orthognal matrix.    The final
                      value of H is upper Hessenberg and triangular in
                      rows and columns INFO+1 through IHI.
                      If INFO .GT. 0 and WANTZ is .TRUE., then on exit
                          (final value of Z)  = (initial value of Z)*U
                      where U is the orthogonal matrix in (*)
                      (regardless of the value of WANTT.)

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Contributors:

         02-96 Based on modifications by
         David Day, Sandia National Laboratory, USA
         12-04 Further modifications by
         Ralph Byers, University of Kansas, USA
         This is a modified version of ZLAHQR from LAPACK version 3.0.
         It is (1) more robust against overflow and underflow and
         (2) adopts the more conservative Ahues & Tisseur stopping
         criterion (LAWN 122, 1997).

Definition at line 197 of file zlahqr.f.

  subroutine zlahr2 (integer N, integer K, integer NB, complex*16, dimension( lda, * ) A, integer LDA, complex*16, dimension( nb ) TAU, complex*16, dimension( ldt, nb ) T, integer LDT, complex*16, dimension( ldy, nb ) Y, integer LDY)

ZLAHR2 reduces the specified number of first columns of a general rectangular matrix A so that elements below the specified subdiagonal are zero, and returns auxiliary matrices which are needed to apply the transformation to the unreduced part of A.

Purpose:

     ZLAHR2 reduces the first NB columns of A complex general n-BY-(n-k+1)
     matrix A so that elements below the k-th subdiagonal are zero. The
     reduction is performed by an unitary similarity transformation
     Q**H * A * Q. The routine returns the matrices V and T which determine
     Q as a block reflector I - V*T*V**H, and also the matrix Y = A * V * T.
     This is an auxiliary routine called by ZGEHRD.

Parameters:
    N

              N is INTEGER
              The order of the matrix A.

    K

              K is INTEGER
              The offset for the reduction. Elements below the k-th
              subdiagonal in the first NB columns are reduced to zero.
              K < N.

    NB

              NB is INTEGER
              The number of columns to be reduced.

    A

              A is COMPLEX*16 array, dimension (LDA,N-K+1)
              On entry, the n-by-(n-k+1) general matrix A.
              On exit, the elements on and above the k-th subdiagonal in
              the first NB columns are overwritten with the corresponding
              elements of the reduced matrix; the elements below the k-th
              subdiagonal, with the array TAU, represent the matrix Q as a
              product of elementary reflectors. The other columns of A are
              unchanged. See Further Details.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,N).

    TAU

              TAU is COMPLEX*16 array, dimension (NB)
              The scalar factors of the elementary reflectors. See Further
              Details.

    T

              T is COMPLEX*16 array, dimension (LDT,NB)
              The upper triangular matrix T.

    LDT

              LDT is INTEGER
              The leading dimension of the array T.  LDT >= NB.

    Y

              Y is COMPLEX*16 array, dimension (LDY,NB)
              The n-by-nb matrix Y.

    LDY

              LDY is INTEGER
              The leading dimension of the array Y. LDY >= N.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      The matrix Q is represented as a product of nb elementary reflectors
         Q = H(1) H(2) . . . H(nb).
      Each H(i) has the form
         H(i) = I - tau * v * v**H
      where tau is a complex scalar, and v is a complex vector with
      v(1:i+k-1) = 0, v(i+k) = 1; v(i+k+1:n) is stored on exit in
      A(i+k+1:n,i), and tau in TAU(i).
      The elements of the vectors v together form the (n-k+1)-by-nb matrix
      V which is needed, with T and Y, to apply the transformation to the
      unreduced part of the matrix, using an update of the form:
      A := (I - V*T*V**H) * (A - Y*V**H).
      The contents of A on exit are illustrated by the following example
      with n = 7, k = 3 and nb = 2:
         ( a   a   a   a   a )
         ( a   a   a   a   a )
         ( a   a   a   a   a )
         ( h   h   a   a   a )
         ( v1  h   a   a   a )
         ( v1  v2  a   a   a )
         ( v1  v2  a   a   a )
      where a denotes an element of the original matrix A, h denotes a
      modified element of the upper Hessenberg matrix H, and vi denotes an
      element of the vector defining H(i).
      This subroutine is a slight modification of LAPACK-3.0's DLAHRD
      incorporating improvements proposed by Quintana-Orti and Van de
      Gejin. Note that the entries of A(1:K,2:NB) differ from those
      returned by the original LAPACK-3.0's DLAHRD routine. (This
      subroutine is not backward compatible with LAPACK-3.0's DLAHRD.)

References:
    Gregorio Quintana-Orti and Robert van de Geijn, 'Improving the
      performance of reduction to Hessenberg form,' ACM Transactions on Mathematical Software, 32(2):180-194, June 2006.

Definition at line 183 of file zlahr2.f.

  subroutine zlaic1 (integer JOB, integer J, complex*16, dimension( j ) X, double precision SEST, complex*16, dimension( j ) W, complex*16 GAMMA, double precision SESTPR, complex*16 S, complex*16 C)

ZLAIC1 applies one step of incremental condition estimation.

Purpose:

     ZLAIC1 applies one step of incremental condition estimation in
     its simplest version:
     Let x, twonorm(x) = 1, be an approximate singular vector of an j-by-j
     lower triangular matrix L, such that
              twonorm(L*x) = sest
     Then ZLAIC1 computes sestpr, s, c such that
     the vector
                     [ s*x ]
              xhat = [  c  ]
     is an approximate singular vector of
                     [ L       0  ]
              Lhat = [ w**H gamma ]
     in the sense that
              twonorm(Lhat*xhat) = sestpr.
     Depending on JOB, an estimate for the largest or smallest singular
     value is computed.
     Note that [s c]**H and sestpr**2 is an eigenpair of the system
         diag(sest*sest, 0) + [alpha  gamma] * [ conjg(alpha) ]
                                               [ conjg(gamma) ]
     where  alpha =  x**H * w.

Parameters:
    JOB

              JOB is INTEGER
              = 1: an estimate for the largest singular value is computed.
              = 2: an estimate for the smallest singular value is computed.

    J

              J is INTEGER
              Length of X and W

    X

              X is COMPLEX*16 array, dimension (J)
              The j-vector x.

    SEST

              SEST is DOUBLE PRECISION
              Estimated singular value of j by j matrix L

    W

              W is COMPLEX*16 array, dimension (J)
              The j-vector w.

    GAMMA

              GAMMA is COMPLEX*16
              The diagonal element gamma.

    SESTPR

              SESTPR is DOUBLE PRECISION
              Estimated singular value of (j+1) by (j+1) matrix Lhat.

    S

              S is COMPLEX*16
              Sine needed in forming xhat.

    C

              C is COMPLEX*16
              Cosine needed in forming xhat.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 137 of file zlaic1.f.

  double precision function zlangt (character NORM, integer N, complex*16, dimension( * ) DL, complex*16, dimension( * ) D, complex*16, dimension( * ) DU)

ZLANGT returns the value of the 1-norm, Frobenius norm, infinity-norm, or the largest absolute value of any element of a general tridiagonal matrix.

Purpose:

     ZLANGT  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the  element of  largest absolute value  of a
     complex tridiagonal matrix A.

Returns:
    ZLANGT

        ZLANGT = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANGT as described
              above.

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANGT is
              set to zero.

    DL

              DL is COMPLEX*16 array, dimension (N-1)
              The (n-1) sub-diagonal elements of A.

    D

              D is COMPLEX*16 array, dimension (N)
              The diagonal elements of A.

    DU

              DU is COMPLEX*16 array, dimension (N-1)
              The (n-1) super-diagonal elements of A.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 108 of file zlangt.f.

  double precision function zlanhb (character NORM, character UPLO, integer N, integer K, complex*16, dimension( ldab, * ) AB, integer LDAB, double precision, dimension( * ) WORK)

ZLANHB returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a Hermitian band matrix.

Purpose:

     ZLANHB  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the element of  largest absolute value  of an
     n by n hermitian band matrix A,  with k super-diagonals.

Returns:
    ZLANHB

        ZLANHB = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANHB as described
              above.

    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              band matrix A is supplied.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANHB is
              set to zero.

    K

              K is INTEGER
              The number of super-diagonals or sub-diagonals of the
              band matrix A.  K >= 0.

    AB

              AB is COMPLEX*16 array, dimension (LDAB,N)
              The upper or lower triangle of the hermitian band matrix A,
              stored in the first K+1 rows of AB.  The j-th column of A is
              stored in the j-th column of the array AB as follows:
              if UPLO = 'U', AB(k+1+i-j,j) = A(i,j) for max(1,j-k)<=i<=j;
              if UPLO = 'L', AB(1+i-j,j)   = A(i,j) for j<=i<=min(n,j+k).
              Note that the imaginary parts of the diagonal elements need
              not be set and are assumed to be zero.

    LDAB

              LDAB is INTEGER
              The leading dimension of the array AB.  LDAB >= K+1.

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= N when NORM = 'I' or '1' or 'O'; otherwise,
              WORK is not referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 134 of file zlanhb.f.

  double precision function zlanhp (character NORM, character UPLO, integer N, complex*16, dimension( * ) AP, double precision, dimension( * ) WORK)

ZLANHP returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a complex Hermitian matrix supplied in packed form.

Purpose:

     ZLANHP  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the  element of  largest absolute value  of a
     complex hermitian matrix A,  supplied in packed form.

Returns:
    ZLANHP

        ZLANHP = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANHP as described
              above.

    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              hermitian matrix A is supplied.
              = 'U':  Upper triangular part of A is supplied
              = 'L':  Lower triangular part of A is supplied

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANHP is
              set to zero.

    AP

              AP is COMPLEX*16 array, dimension (N*(N+1)/2)
              The upper or lower triangle of the hermitian matrix A, packed
              columnwise in a linear array.  The j-th column of A is stored
              in the array AP as follows:
              if UPLO = 'U', AP(i + (j-1)*j/2) = A(i,j) for 1<=i<=j;
              if UPLO = 'L', AP(i + (j-1)*(2n-j)/2) = A(i,j) for j<=i<=n.
              Note that the  imaginary parts of the diagonal elements need
              not be set and are assumed to be zero.

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= N when NORM = 'I' or '1' or 'O'; otherwise,
              WORK is not referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 119 of file zlanhp.f.

  double precision function zlanhs (character NORM, integer N, complex*16, dimension( lda, * ) A, integer LDA, double precision, dimension( * ) WORK)

ZLANHS returns the value of the 1-norm, Frobenius norm, infinity-norm, or the largest absolute value of any element of an upper Hessenberg matrix.

Purpose:

     ZLANHS  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the  element of  largest absolute value  of a
     Hessenberg matrix A.

Returns:
    ZLANHS

        ZLANHS = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANHS as described
              above.

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANHS is
              set to zero.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The n by n upper Hessenberg matrix A; the part of A below the
              first sub-diagonal is not referenced.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(N,1).

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= N when NORM = 'I'; otherwise, WORK is not
              referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 111 of file zlanhs.f.

  double precision function zlanht (character NORM, integer N, double precision, dimension( * ) D, complex*16, dimension( * ) E)

ZLANHT returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a complex Hermitian tridiagonal matrix.

Purpose:

     ZLANHT  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the  element of  largest absolute value  of a
     complex Hermitian tridiagonal matrix A.

Returns:
    ZLANHT

        ZLANHT = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANHT as described
              above.

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANHT is
              set to zero.

    D

              D is DOUBLE PRECISION array, dimension (N)
              The diagonal elements of A.

    E

              E is COMPLEX*16 array, dimension (N-1)
              The (n-1) sub-diagonal or super-diagonal elements of A.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 103 of file zlanht.f.

  double precision function zlansb (character NORM, character UPLO, integer N, integer K, complex*16, dimension( ldab, * ) AB, integer LDAB, double precision, dimension( * ) WORK)

ZLANSB returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a symmetric band matrix.

Purpose:

     ZLANSB  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the element of  largest absolute value  of an
     n by n symmetric band matrix A,  with k super-diagonals.

Returns:
    ZLANSB

        ZLANSB = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANSB as described
              above.

    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              band matrix A is supplied.
              = 'U':  Upper triangular part is supplied
              = 'L':  Lower triangular part is supplied

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANSB is
              set to zero.

    K

              K is INTEGER
              The number of super-diagonals or sub-diagonals of the
              band matrix A.  K >= 0.

    AB

              AB is COMPLEX*16 array, dimension (LDAB,N)
              The upper or lower triangle of the symmetric band matrix A,
              stored in the first K+1 rows of AB.  The j-th column of A is
              stored in the j-th column of the array AB as follows:
              if UPLO = 'U', AB(k+1+i-j,j) = A(i,j) for max(1,j-k)<=i<=j;
              if UPLO = 'L', AB(1+i-j,j)   = A(i,j) for j<=i<=min(n,j+k).

    LDAB

              LDAB is INTEGER
              The leading dimension of the array AB.  LDAB >= K+1.

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= N when NORM = 'I' or '1' or 'O'; otherwise,
              WORK is not referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 132 of file zlansb.f.

  double precision function zlansp (character NORM, character UPLO, integer N, complex*16, dimension( * ) AP, double precision, dimension( * ) WORK)

ZLANSP returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a symmetric matrix supplied in packed form.

Purpose:

     ZLANSP  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the  element of  largest absolute value  of a
     complex symmetric matrix A,  supplied in packed form.

Returns:
    ZLANSP

        ZLANSP = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANSP as described
              above.

    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              symmetric matrix A is supplied.
              = 'U':  Upper triangular part of A is supplied
              = 'L':  Lower triangular part of A is supplied

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANSP is
              set to zero.

    AP

              AP is COMPLEX*16 array, dimension (N*(N+1)/2)
              The upper or lower triangle of the symmetric matrix A, packed
              columnwise in a linear array.  The j-th column of A is stored
              in the array AP as follows:
              if UPLO = 'U', AP(i + (j-1)*j/2) = A(i,j) for 1<=i<=j;
              if UPLO = 'L', AP(i + (j-1)*(2n-j)/2) = A(i,j) for j<=i<=n.

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= N when NORM = 'I' or '1' or 'O'; otherwise,
              WORK is not referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 117 of file zlansp.f.

  double precision function zlantb (character NORM, character UPLO, character DIAG, integer N, integer K, complex*16, dimension( ldab, * ) AB, integer LDAB, double precision, dimension( * ) WORK)

ZLANTB returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a triangular band matrix.

Purpose:

     ZLANTB  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the element of  largest absolute value  of an
     n by n triangular band matrix A,  with ( k + 1 ) diagonals.

Returns:
    ZLANTB

        ZLANTB = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANTB as described
              above.

    UPLO

              UPLO is CHARACTER*1
              Specifies whether the matrix A is upper or lower triangular.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    DIAG

              DIAG is CHARACTER*1
              Specifies whether or not the matrix A is unit triangular.
              = 'N':  Non-unit triangular
              = 'U':  Unit triangular

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANTB is
              set to zero.

    K

              K is INTEGER
              The number of super-diagonals of the matrix A if UPLO = 'U',
              or the number of sub-diagonals of the matrix A if UPLO = 'L'.
              K >= 0.

    AB

              AB is COMPLEX*16 array, dimension (LDAB,N)
              The upper or lower triangular band matrix A, stored in the
              first k+1 rows of AB.  The j-th column of A is stored
              in the j-th column of the array AB as follows:
              if UPLO = 'U', AB(k+1+i-j,j) = A(i,j) for max(1,j-k)<=i<=j;
              if UPLO = 'L', AB(1+i-j,j)   = A(i,j) for j<=i<=min(n,j+k).
              Note that when DIAG = 'U', the elements of the array AB
              corresponding to the diagonal elements of the matrix A are
              not referenced, but are assumed to be one.

    LDAB

              LDAB is INTEGER
              The leading dimension of the array AB.  LDAB >= K+1.

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= N when NORM = 'I'; otherwise, WORK is not
              referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 143 of file zlantb.f.

  double precision function zlantp (character NORM, character UPLO, character DIAG, integer N, complex*16, dimension( * ) AP, double precision, dimension( * ) WORK)

ZLANTP returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a triangular matrix supplied in packed form.

Purpose:

     ZLANTP  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the  element of  largest absolute value  of a
     triangular matrix A, supplied in packed form.

Returns:
    ZLANTP

        ZLANTP = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANTP as described
              above.

    UPLO

              UPLO is CHARACTER*1
              Specifies whether the matrix A is upper or lower triangular.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    DIAG

              DIAG is CHARACTER*1
              Specifies whether or not the matrix A is unit triangular.
              = 'N':  Non-unit triangular
              = 'U':  Unit triangular

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.  When N = 0, ZLANTP is
              set to zero.

    AP

              AP is COMPLEX*16 array, dimension (N*(N+1)/2)
              The upper or lower triangular matrix A, packed columnwise in
              a linear array.  The j-th column of A is stored in the array
              AP as follows:
              if UPLO = 'U', AP(i + (j-1)*j/2) = A(i,j) for 1<=i<=j;
              if UPLO = 'L', AP(i + (j-1)*(2n-j)/2) = A(i,j) for j<=i<=n.
              Note that when DIAG = 'U', the elements of the array AP
              corresponding to the diagonal elements of the matrix A are
              not referenced, but are assumed to be one.

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= N when NORM = 'I'; otherwise, WORK is not
              referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 127 of file zlantp.f.

  double precision function zlantr (character NORM, character UPLO, character DIAG, integer M, integer N, complex*16, dimension( lda, * ) A, integer LDA, double precision, dimension( * ) WORK)

ZLANTR returns the value of the 1-norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a trapezoidal or triangular matrix.

Purpose:

     ZLANTR  returns the value of the one norm,  or the Frobenius norm, or
     the  infinity norm,  or the  element of  largest absolute value  of a
     trapezoidal or triangular matrix A.

Returns:
    ZLANTR

        ZLANTR = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                 (
                 ( norm1(A),         NORM = '1', 'O' or 'o'
                 (
                 ( normI(A),         NORM = 'I' or 'i'
                 (
                 ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
     where  norm1  denotes the  one norm of a matrix (maximum column sum),
     normI  denotes the  infinity norm  of a matrix  (maximum row sum) and
     normF  denotes the  Frobenius norm of a matrix (square root of sum of
     squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.

Parameters:
    NORM

              NORM is CHARACTER*1
              Specifies the value to be returned in ZLANTR as described
              above.

    UPLO

              UPLO is CHARACTER*1
              Specifies whether the matrix A is upper or lower trapezoidal.
              = 'U':  Upper trapezoidal
              = 'L':  Lower trapezoidal
              Note that A is triangular instead of trapezoidal if M = N.

    DIAG

              DIAG is CHARACTER*1
              Specifies whether or not the matrix A has unit diagonal.
              = 'N':  Non-unit diagonal
              = 'U':  Unit diagonal

    M

              M is INTEGER
              The number of rows of the matrix A.  M >= 0, and if
              UPLO = 'U', M <= N.  When M = 0, ZLANTR is set to zero.

    N

              N is INTEGER
              The number of columns of the matrix A.  N >= 0, and if
              UPLO = 'L', N <= M.  When N = 0, ZLANTR is set to zero.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The trapezoidal matrix A (A is triangular if M = N).
              If UPLO = 'U', the leading m by n upper trapezoidal part of
              the array A contains the upper trapezoidal matrix, and the
              strictly lower triangular part of A is not referenced.
              If UPLO = 'L', the leading m by n lower trapezoidal part of
              the array A contains the lower trapezoidal matrix, and the
              strictly upper triangular part of A is not referenced.  Note
              that when DIAG = 'U', the diagonal elements of A are not
              referenced and are assumed to be one.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(M,1).

    WORK

              WORK is DOUBLE PRECISION array, dimension (MAX(1,LWORK)),
              where LWORK >= M when NORM = 'I'; otherwise, WORK is not
              referenced.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 144 of file zlantr.f.

  subroutine zlapll (integer N, complex*16, dimension( * ) X, integer INCX, complex*16, dimension( * ) Y, integer INCY, double precision SSMIN)

ZLAPLL measures the linear dependence of two vectors.

Purpose:

     Given two column vectors X and Y, let
                          A = ( X Y ).
     The subroutine first computes the QR factorization of A = Q*R,
     and then computes the SVD of the 2-by-2 upper triangular matrix R.
     The smaller singular value of R is returned in SSMIN, which is used
     as the measurement of the linear dependency of the vectors X and Y.

Parameters:
    N

              N is INTEGER
              The length of the vectors X and Y.

    X

              X is COMPLEX*16 array, dimension (1+(N-1)*INCX)
              On entry, X contains the N-vector X.
              On exit, X is overwritten.

    INCX

              INCX is INTEGER
              The increment between successive elements of X. INCX > 0.

    Y

              Y is COMPLEX*16 array, dimension (1+(N-1)*INCY)
              On entry, Y contains the N-vector Y.
              On exit, Y is overwritten.

    INCY

              INCY is INTEGER
              The increment between successive elements of Y. INCY > 0.

    SSMIN

              SSMIN is DOUBLE PRECISION
              The smallest singular value of the N-by-2 matrix A = ( X Y ).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 102 of file zlapll.f.

  subroutine zlapmr (logical FORWRD, integer M, integer N, complex*16, dimension( ldx, * ) X, integer LDX, integer, dimension( * ) K)

ZLAPMR rearranges rows of a matrix as specified by a permutation vector.

Purpose:

     ZLAPMR rearranges the rows of the M by N matrix X as specified
     by the permutation K(1),K(2),...,K(M) of the integers 1,...,M.
     If FORWRD = .TRUE.,  forward permutation:
          X(K(I),*) is moved X(I,*) for I = 1,2,...,M.
     If FORWRD = .FALSE., backward permutation:
          X(I,*) is moved to X(K(I),*) for I = 1,2,...,M.

Parameters:
    FORWRD

              FORWRD is LOGICAL
              = .TRUE., forward permutation
              = .FALSE., backward permutation

    M

              M is INTEGER
              The number of rows of the matrix X. M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix X. N >= 0.

    X

              X is COMPLEX*16 array, dimension (LDX,N)
              On entry, the M by N matrix X.
              On exit, X contains the permuted matrix X.

    LDX

              LDX is INTEGER
              The leading dimension of the array X, LDX >= MAX(1,M).

    K

              K is INTEGER array, dimension (M)
              On entry, K contains the permutation vector. K is used as
              internal workspace, but reset to its original value on
              output.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 106 of file zlapmr.f.

  subroutine zlapmt (logical FORWRD, integer M, integer N, complex*16, dimension( ldx, * ) X, integer LDX, integer, dimension( * ) K)

ZLAPMT performs a forward or backward permutation of the columns of a matrix.

Purpose:

     ZLAPMT rearranges the columns of the M by N matrix X as specified
     by the permutation K(1),K(2),...,K(N) of the integers 1,...,N.
     If FORWRD = .TRUE.,  forward permutation:
          X(*,K(J)) is moved X(*,J) for J = 1,2,...,N.
     If FORWRD = .FALSE., backward permutation:
          X(*,J) is moved to X(*,K(J)) for J = 1,2,...,N.

Parameters:
    FORWRD

              FORWRD is LOGICAL
              = .TRUE., forward permutation
              = .FALSE., backward permutation

    M

              M is INTEGER
              The number of rows of the matrix X. M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix X. N >= 0.

    X

              X is COMPLEX*16 array, dimension (LDX,N)
              On entry, the M by N matrix X.
              On exit, X contains the permuted matrix X.

    LDX

              LDX is INTEGER
              The leading dimension of the array X, LDX >= MAX(1,M).

    K

              K is INTEGER array, dimension (N)
              On entry, K contains the permutation vector. K is used as
              internal workspace, but reset to its original value on
              output.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 106 of file zlapmt.f.

  subroutine zlaqhb (character UPLO, integer N, integer KD, complex*16, dimension( ldab, * ) AB, integer LDAB, double precision, dimension( * ) S, double precision SCOND, double precision AMAX, character EQUED)

ZLAQHB scales a Hermitian band matrix, using scaling factors computed by cpbequ.

Purpose:

     ZLAQHB equilibrates a Hermitian band matrix A
     using the scaling factors in the vector S.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              symmetric matrix A is stored.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    KD

              KD is INTEGER
              The number of super-diagonals of the matrix A if UPLO = 'U',
              or the number of sub-diagonals if UPLO = 'L'.  KD >= 0.

    AB

              AB is COMPLEX*16 array, dimension (LDAB,N)
              On entry, the upper or lower triangle of the symmetric band
              matrix A, stored in the first KD+1 rows of the array.  The
              j-th column of A is stored in the j-th column of the array AB
              as follows:
              if UPLO = 'U', AB(kd+1+i-j,j) = A(i,j) for max(1,j-kd)<=i<=j;
              if UPLO = 'L', AB(1+i-j,j)    = A(i,j) for j<=i<=min(n,j+kd).
              On exit, if INFO = 0, the triangular factor U or L from the
              Cholesky factorization A = U**H *U or A = L*L**H of the band
              matrix A, in the same storage format as A.

    LDAB

              LDAB is INTEGER
              The leading dimension of the array AB.  LDAB >= KD+1.

    S

              S is DOUBLE PRECISION array, dimension (N)
              The scale factors for A.

    SCOND

              SCOND is DOUBLE PRECISION
              Ratio of the smallest S(i) to the largest S(i).

    AMAX

              AMAX is DOUBLE PRECISION
              Absolute value of largest matrix entry.

    EQUED

              EQUED is CHARACTER*1
              Specifies whether or not equilibration was done.
              = 'N':  No equilibration.
              = 'Y':  Equilibration was done, i.e., A has been replaced by
                      diag(S) * A * diag(S).

Internal Parameters:

      THRESH is a threshold value used to decide if scaling should be done
      based on the ratio of the scaling factors.  If SCOND < THRESH,
      scaling is done.
      LARGE and SMALL are threshold values used to decide if scaling should
      be done based on the absolute size of the largest matrix element.
      If AMAX > LARGE or AMAX < SMALL, scaling is done.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 143 of file zlaqhb.f.

  subroutine zlaqhp (character UPLO, integer N, complex*16, dimension( * ) AP, double precision, dimension( * ) S, double precision SCOND, double precision AMAX, character EQUED)

ZLAQHP scales a Hermitian matrix stored in packed form.

Purpose:

     ZLAQHP equilibrates a Hermitian matrix A using the scaling factors
     in the vector S.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              Hermitian matrix A is stored.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    AP

              AP is COMPLEX*16 array, dimension (N*(N+1)/2)
              On entry, the upper or lower triangle of the Hermitian matrix
              A, packed columnwise in a linear array.  The j-th column of A
              is stored in the array AP as follows:
              if UPLO = 'U', AP(i + (j-1)*j/2) = A(i,j) for 1<=i<=j;
              if UPLO = 'L', AP(i + (j-1)*(2n-j)/2) = A(i,j) for j<=i<=n.
              On exit, the equilibrated matrix:  diag(S) * A * diag(S), in
              the same storage format as A.

    S

              S is DOUBLE PRECISION array, dimension (N)
              The scale factors for A.

    SCOND

              SCOND is DOUBLE PRECISION
              Ratio of the smallest S(i) to the largest S(i).

    AMAX

              AMAX is DOUBLE PRECISION
              Absolute value of largest matrix entry.

    EQUED

              EQUED is CHARACTER*1
              Specifies whether or not equilibration was done.
              = 'N':  No equilibration.
              = 'Y':  Equilibration was done, i.e., A has been replaced by
                      diag(S) * A * diag(S).

Internal Parameters:

      THRESH is a threshold value used to decide if scaling should be done
      based on the ratio of the scaling factors.  If SCOND < THRESH,
      scaling is done.
      LARGE and SMALL are threshold values used to decide if scaling should
      be done based on the absolute size of the largest matrix element.
      If AMAX > LARGE or AMAX < SMALL, scaling is done.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 128 of file zlaqhp.f.

  subroutine zlaqp2 (integer M, integer N, integer OFFSET, complex*16, dimension( lda, * ) A, integer LDA, integer, dimension( * ) JPVT, complex*16, dimension( * ) TAU, double precision, dimension( * ) VN1, double precision, dimension( * ) VN2, complex*16, dimension( * ) WORK)

ZLAQP2 computes a QR factorization with column pivoting of the matrix block.

Purpose:

     ZLAQP2 computes a QR factorization with column pivoting of
     the block A(OFFSET+1:M,1:N).
     The block A(1:OFFSET,1:N) is accordingly pivoted, but not factorized.

Parameters:
    M

              M is INTEGER
              The number of rows of the matrix A. M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix A. N >= 0.

    OFFSET

              OFFSET is INTEGER
              The number of rows of the matrix A that must be pivoted
              but no factorized. OFFSET >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the M-by-N matrix A.
              On exit, the upper triangle of block A(OFFSET+1:M,1:N) is
              the triangular factor obtained; the elements in block
              A(OFFSET+1:M,1:N) below the diagonal, together with the
              array TAU, represent the orthogonal matrix Q as a product of
              elementary reflectors. Block A(1:OFFSET,1:N) has been
              accordingly pivoted, but no factorized.

    LDA

              LDA is INTEGER
              The leading dimension of the array A. LDA >= max(1,M).

    JPVT

              JPVT is INTEGER array, dimension (N)
              On entry, if JPVT(i) .ne. 0, the i-th column of A is permuted
              to the front of A*P (a leading column); if JPVT(i) = 0,
              the i-th column of A is a free column.
              On exit, if JPVT(i) = k, then the i-th column of A*P
              was the k-th column of A.

    TAU

              TAU is COMPLEX*16 array, dimension (min(M,N))
              The scalar factors of the elementary reflectors.

    VN1

              VN1 is DOUBLE PRECISION array, dimension (N)
              The vector with the partial column norms.

    VN2

              VN2 is DOUBLE PRECISION array, dimension (N)
              The vector with the exact column norms.

    WORK

              WORK is COMPLEX*16 array, dimension (N)

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Contributors:
    G. Quintana-Orti, Depto. de Informatica, Universidad Jaime I, Spain X. Sun, Computer Science Dept., Duke University, USA
     Partial column norm updating strategy modified on April 2011 Z. Drmac and Z. Bujanovic, Dept. of Mathematics, University of Zagreb, Croatia.

References:
    LAPACK Working Note 176

Definition at line 151 of file zlaqp2.f.

  subroutine zlaqps (integer M, integer N, integer OFFSET, integer NB, integer KB, complex*16, dimension( lda, * ) A, integer LDA, integer, dimension( * ) JPVT, complex*16, dimension( * ) TAU, double precision, dimension( * ) VN1, double precision, dimension( * ) VN2, complex*16, dimension( * ) AUXV, complex*16, dimension( ldf, * ) F, integer LDF)

ZLAQPS computes a step of QR factorization with column pivoting of a real m-by-n matrix A by using BLAS level 3.

Purpose:

     ZLAQPS computes a step of QR factorization with column pivoting
     of a complex M-by-N matrix A by using Blas-3.  It tries to factorize
     NB columns from A starting from the row OFFSET+1, and updates all
     of the matrix with Blas-3 xGEMM.
     In some cases, due to catastrophic cancellations, it cannot
     factorize NB columns.  Hence, the actual number of factorized
     columns is returned in KB.
     Block A(1:OFFSET,1:N) is accordingly pivoted, but not factorized.

Parameters:
    M

              M is INTEGER
              The number of rows of the matrix A. M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix A. N >= 0

    OFFSET

              OFFSET is INTEGER
              The number of rows of A that have been factorized in
              previous steps.

    NB

              NB is INTEGER
              The number of columns to factorize.

    KB

              KB is INTEGER
              The number of columns actually factorized.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the M-by-N matrix A.
              On exit, block A(OFFSET+1:M,1:KB) is the triangular
              factor obtained and block A(1:OFFSET,1:N) has been
              accordingly pivoted, but no factorized.
              The rest of the matrix, block A(OFFSET+1:M,KB+1:N) has
              been updated.

    LDA

              LDA is INTEGER
              The leading dimension of the array A. LDA >= max(1,M).

    JPVT

              JPVT is INTEGER array, dimension (N)
              JPVT(I) = K <==> Column K of the full matrix A has been
              permuted into position I in AP.

    TAU

              TAU is COMPLEX*16 array, dimension (KB)
              The scalar factors of the elementary reflectors.

    VN1

              VN1 is DOUBLE PRECISION array, dimension (N)
              The vector with the partial column norms.

    VN2

              VN2 is DOUBLE PRECISION array, dimension (N)
              The vector with the exact column norms.

    AUXV

              AUXV is COMPLEX*16 array, dimension (NB)
              Auxiliar vector.

    F

              F is COMPLEX*16 array, dimension (LDF,NB)
              Matrix F**H = L * Y**H * A.

    LDF

              LDF is INTEGER
              The leading dimension of the array F. LDF >= max(1,N).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Contributors:
    G. Quintana-Orti, Depto. de Informatica, Universidad Jaime I, Spain X. Sun, Computer Science Dept., Duke University, USA
     Partial column norm updating strategy modified on April 2011 Z. Drmac and Z. Bujanovic, Dept. of Mathematics, University of Zagreb, Croatia.

References:
    LAPACK Working Note 176

Definition at line 179 of file zlaqps.f.

  subroutine zlaqr0 (logical WANTT, logical WANTZ, integer N, integer ILO, integer IHI, complex*16, dimension( ldh, * ) H, integer LDH, complex*16, dimension( * ) W, integer ILOZ, integer IHIZ, complex*16, dimension( ldz, * ) Z, integer LDZ, complex*16, dimension( * ) WORK, integer LWORK, integer INFO)

ZLAQR0 computes the eigenvalues of a Hessenberg matrix, and optionally the matrices from the Schur decomposition.

Purpose:

        ZLAQR0 computes the eigenvalues of a Hessenberg matrix H
        and, optionally, the matrices T and Z from the Schur decomposition
        H = Z T Z**H, where T is an upper triangular matrix (the
        Schur form), and Z is the unitary matrix of Schur vectors.
        Optionally Z may be postmultiplied into an input unitary
        matrix Q so that this routine can give the Schur factorization
        of a matrix A which has been reduced to the Hessenberg form H
        by the unitary matrix Q:  A = Q*H*Q**H = (QZ)*H*(QZ)**H.

Parameters:
    WANTT

              WANTT is LOGICAL
              = .TRUE. : the full Schur form T is required;
              = .FALSE.: only eigenvalues are required.

    WANTZ

              WANTZ is LOGICAL
              = .TRUE. : the matrix of Schur vectors Z is required;
              = .FALSE.: Schur vectors are not required.

    N

              N is INTEGER
               The order of the matrix H.  N .GE. 0.

    ILO

              ILO is INTEGER

    IHI

              IHI is INTEGER
               It is assumed that H is already upper triangular in rows
               and columns 1:ILO-1 and IHI+1:N and, if ILO.GT.1,
               H(ILO,ILO-1) is zero. ILO and IHI are normally set by a
               previous call to ZGEBAL, and then passed to ZGEHRD when the
               matrix output by ZGEBAL is reduced to Hessenberg form.
               Otherwise, ILO and IHI should be set to 1 and N,
               respectively.  If N.GT.0, then 1.LE.ILO.LE.IHI.LE.N.
               If N = 0, then ILO = 1 and IHI = 0.

    H

              H is COMPLEX*16 array, dimension (LDH,N)
               On entry, the upper Hessenberg matrix H.
               On exit, if INFO = 0 and WANTT is .TRUE., then H
               contains the upper triangular matrix T from the Schur
               decomposition (the Schur form). If INFO = 0 and WANT is
               .FALSE., then the contents of H are unspecified on exit.
               (The output value of H when INFO.GT.0 is given under the
               description of INFO below.)
               This subroutine may explicitly set H(i,j) = 0 for i.GT.j and
               j = 1, 2, ... ILO-1 or j = IHI+1, IHI+2, ... N.

    LDH

              LDH is INTEGER
               The leading dimension of the array H. LDH .GE. max(1,N).

    W

              W is COMPLEX*16 array, dimension (N)
               The computed eigenvalues of H(ILO:IHI,ILO:IHI) are stored
               in W(ILO:IHI). If WANTT is .TRUE., then the eigenvalues are
               stored in the same order as on the diagonal of the Schur
               form returned in H, with W(i) = H(i,i).

    ILOZ

              ILOZ is INTEGER

    IHIZ

              IHIZ is INTEGER
               Specify the rows of Z to which transformations must be
               applied if WANTZ is .TRUE..
               1 .LE. ILOZ .LE. ILO; IHI .LE. IHIZ .LE. N.

    Z

              Z is COMPLEX*16 array, dimension (LDZ,IHI)
               If WANTZ is .FALSE., then Z is not referenced.
               If WANTZ is .TRUE., then Z(ILO:IHI,ILOZ:IHIZ) is
               replaced by Z(ILO:IHI,ILOZ:IHIZ)*U where U is the
               orthogonal Schur factor of H(ILO:IHI,ILO:IHI).
               (The output value of Z when INFO.GT.0 is given under
               the description of INFO below.)

    LDZ

              LDZ is INTEGER
               The leading dimension of the array Z.  if WANTZ is .TRUE.
               then LDZ.GE.MAX(1,IHIZ).  Otherwize, LDZ.GE.1.

    WORK

              WORK is COMPLEX*16 array, dimension LWORK
               On exit, if LWORK = -1, WORK(1) returns an estimate of
               the optimal value for LWORK.

    LWORK

              LWORK is INTEGER
               The dimension of the array WORK.  LWORK .GE. max(1,N)
               is sufficient, but LWORK typically as large as 6*N may
               be required for optimal performance.  A workspace query
               to determine the optimal workspace size is recommended.
               If LWORK = -1, then ZLAQR0 does a workspace query.
               In this case, ZLAQR0 checks the input parameters and
               estimates the optimal workspace size for the given
               values of N, ILO and IHI.  The estimate is returned
               in WORK(1).  No error message related to LWORK is
               issued by XERBLA.  Neither H nor Z are accessed.

    INFO

              INFO is INTEGER
                 =  0:  successful exit
               .GT. 0:  if INFO = i, ZLAQR0 failed to compute all of
                    the eigenvalues.  Elements 1:ilo-1 and i+1:n of WR
                    and WI contain those eigenvalues which have been
                    successfully computed.  (Failures are rare.)
                    If INFO .GT. 0 and WANT is .FALSE., then on exit,
                    the remaining unconverged eigenvalues are the eigen-
                    values of the upper Hessenberg matrix rows and
                    columns ILO through INFO of the final, output
                    value of H.
                    If INFO .GT. 0 and WANTT is .TRUE., then on exit
               (*)  (initial value of H)*U  = U*(final value of H)
                    where U is a unitary matrix.  The final
                    value of  H is upper Hessenberg and triangular in
                    rows and columns INFO+1 through IHI.
                    If INFO .GT. 0 and WANTZ is .TRUE., then on exit
                      (final value of Z(ILO:IHI,ILOZ:IHIZ)
                       =  (initial value of Z(ILO:IHI,ILOZ:IHIZ)*U
                    where U is the unitary matrix in (*) (regard-
                    less of the value of WANTT.)
                    If INFO .GT. 0 and WANTZ is .FALSE., then Z is not
                    accessed.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Contributors:
    Karen Braman and Ralph Byers, Department of Mathematics, University of Kansas, USA

References:
    K. Braman, R. Byers and R. Mathias, The Multi-Shift QR Algorithm Part I: Maintaining Well Focused Shifts, and Level 3 Performance, SIAM Journal of Matrix Analysis, volume 23, pages 929--947, 2002.
     K. Braman, R. Byers and R. Mathias, The Multi-Shift QR Algorithm Part II: Aggressive Early Deflation, SIAM Journal of Matrix Analysis, volume 23, pages 948--973, 2002.

Definition at line 243 of file zlaqr0.f.

  subroutine zlaqr1 (integer N, complex*16, dimension( ldh, * ) H, integer LDH, complex*16 S1, complex*16 S2, complex*16, dimension( * ) V)

ZLAQR1 sets a scalar multiple of the first column of the product of 2-by-2 or 3-by-3 matrix H and specified shifts.

Purpose:

          Given a 2-by-2 or 3-by-3 matrix H, ZLAQR1 sets v to a
          scalar multiple of the first column of the product
          (*)  K = (H - s1*I)*(H - s2*I)
          scaling to avoid overflows and most underflows.
          This is useful for starting double implicit shift bulges
          in the QR algorithm.

Parameters:
    N

              N is INTEGER
                  Order of the matrix H. N must be either 2 or 3.

    H

              H is COMPLEX*16 array, dimension (LDH,N)
                  The 2-by-2 or 3-by-3 matrix H in (*).

    LDH

              LDH is INTEGER
                  The leading dimension of H as declared in
                  the calling procedure.  LDH.GE.N

    S1

              S1 is COMPLEX*16

    S2

              S2 is COMPLEX*16
              S1 and S2 are the shifts defining K in (*) above.

    V

              V is COMPLEX*16 array, dimension (N)
                  A scalar multiple of the first column of the
                  matrix K in (*).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2017

Contributors:
    Karen Braman and Ralph Byers, Department of Mathematics, University of Kansas, USA

Definition at line 109 of file zlaqr1.f.

  subroutine zlaqr2 (logical WANTT, logical WANTZ, integer N, integer KTOP, integer KBOT, integer NW, complex*16, dimension( ldh, * ) H, integer LDH, integer ILOZ, integer IHIZ, complex*16, dimension( ldz, * ) Z, integer LDZ, integer NS, integer ND, complex*16, dimension( * ) SH, complex*16, dimension( ldv, * ) V, integer LDV, integer NH, complex*16, dimension( ldt, * ) T, integer LDT, integer NV, complex*16, dimension( ldwv, * ) WV, integer LDWV, complex*16, dimension( * ) WORK, integer LWORK)

ZLAQR2 performs the unitary similarity transformation of a Hessenberg matrix to detect and deflate fully converged eigenvalues from a trailing principal submatrix (aggressive early deflation).

Purpose:

        ZLAQR2 is identical to ZLAQR3 except that it avoids
        recursion by calling ZLAHQR instead of ZLAQR4.
        Aggressive early deflation:
        ZLAQR2 accepts as input an upper Hessenberg matrix
        H and performs an unitary similarity transformation
        designed to detect and deflate fully converged eigenvalues from
        a trailing principal submatrix.  On output H has been over-
        written by a new Hessenberg matrix that is a perturbation of
        an unitary similarity transformation of H.  It is to be
        hoped that the final version of H has many zero subdiagonal
        entries.

Parameters:
    WANTT

              WANTT is LOGICAL
              If .TRUE., then the Hessenberg matrix H is fully updated
              so that the triangular Schur factor may be
              computed (in cooperation with the calling subroutine).
              If .FALSE., then only enough of H is updated to preserve
              the eigenvalues.

    WANTZ

              WANTZ is LOGICAL
              If .TRUE., then the unitary matrix Z is updated so
              so that the unitary Schur factor may be computed
              (in cooperation with the calling subroutine).
              If .FALSE., then Z is not referenced.

    N

              N is INTEGER
              The order of the matrix H and (if WANTZ is .TRUE.) the
              order of the unitary matrix Z.

    KTOP

              KTOP is INTEGER
              It is assumed that either KTOP = 1 or H(KTOP,KTOP-1)=0.
              KBOT and KTOP together determine an isolated block
              along the diagonal of the Hessenberg matrix.

    KBOT

              KBOT is INTEGER
              It is assumed without a check that either
              KBOT = N or H(KBOT+1,KBOT)=0.  KBOT and KTOP together
              determine an isolated block along the diagonal of the
              Hessenberg matrix.

    NW

              NW is INTEGER
              Deflation window size.  1 .LE. NW .LE. (KBOT-KTOP+1).

    H

              H is COMPLEX*16 array, dimension (LDH,N)
              On input the initial N-by-N section of H stores the
              Hessenberg matrix undergoing aggressive early deflation.
              On output H has been transformed by a unitary
              similarity transformation, perturbed, and the returned
              to Hessenberg form that (it is to be hoped) has some
              zero subdiagonal entries.

    LDH

              LDH is INTEGER
              Leading dimension of H just as declared in the calling
              subroutine.  N .LE. LDH

    ILOZ

              ILOZ is INTEGER

    IHIZ

              IHIZ is INTEGER
              Specify the rows of Z to which transformations must be
              applied if WANTZ is .TRUE.. 1 .LE. ILOZ .LE. IHIZ .LE. N.

    Z

              Z is COMPLEX*16 array, dimension (LDZ,N)
              IF WANTZ is .TRUE., then on output, the unitary
              similarity transformation mentioned above has been
              accumulated into Z(ILOZ:IHIZ,ILOZ:IHIZ) from the right.
              If WANTZ is .FALSE., then Z is unreferenced.

    LDZ

              LDZ is INTEGER
              The leading dimension of Z just as declared in the
              calling subroutine.  1 .LE. LDZ.

    NS

              NS is INTEGER
              The number of unconverged (ie approximate) eigenvalues
              returned in SR and SI that may be used as shifts by the
              calling subroutine.

    ND

              ND is INTEGER
              The number of converged eigenvalues uncovered by this
              subroutine.

    SH

              SH is COMPLEX*16 array, dimension (KBOT)
              On output, approximate eigenvalues that may
              be used for shifts are stored in SH(KBOT-ND-NS+1)
              through SR(KBOT-ND).  Converged eigenvalues are
              stored in SH(KBOT-ND+1) through SH(KBOT).

    V

              V is COMPLEX*16 array, dimension (LDV,NW)
              An NW-by-NW work array.

    LDV

              LDV is INTEGER
              The leading dimension of V just as declared in the
              calling subroutine.  NW .LE. LDV

    NH

              NH is INTEGER
              The number of columns of T.  NH.GE.NW.

    T

              T is COMPLEX*16 array, dimension (LDT,NW)

    LDT

              LDT is INTEGER
              The leading dimension of T just as declared in the
              calling subroutine.  NW .LE. LDT

    NV

              NV is INTEGER
              The number of rows of work array WV available for
              workspace.  NV.GE.NW.

    WV

              WV is COMPLEX*16 array, dimension (LDWV,NW)

    LDWV

              LDWV is INTEGER
              The leading dimension of W just as declared in the
              calling subroutine.  NW .LE. LDV

    WORK

              WORK is COMPLEX*16 array, dimension (LWORK)
              On exit, WORK(1) is set to an estimate of the optimal value
              of LWORK for the given values of N, NW, KTOP and KBOT.

    LWORK

              LWORK is INTEGER
              The dimension of the work array WORK.  LWORK = 2*NW
              suffices, but greater efficiency may result from larger
              values of LWORK.
              If LWORK = -1, then a workspace query is assumed; ZLAQR2
              only estimates the optimal workspace size for the given
              values of N, NW, KTOP and KBOT.  The estimate is returned
              in WORK(1).  No error message related to LWORK is issued
              by XERBLA.  Neither H nor Z are accessed.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2017

Contributors:
    Karen Braman and Ralph Byers, Department of Mathematics, University of Kansas, USA

Definition at line 272 of file zlaqr2.f.

  subroutine zlaqr3 (logical WANTT, logical WANTZ, integer N, integer KTOP, integer KBOT, integer NW, complex*16, dimension( ldh, * ) H, integer LDH, integer ILOZ, integer IHIZ, complex*16, dimension( ldz, * ) Z, integer LDZ, integer NS, integer ND, complex*16, dimension( * ) SH, complex*16, dimension( ldv, * ) V, integer LDV, integer NH, complex*16, dimension( ldt, * ) T, integer LDT, integer NV, complex*16, dimension( ldwv, * ) WV, integer LDWV, complex*16, dimension( * ) WORK, integer LWORK)

ZLAQR3 performs the unitary similarity transformation of a Hessenberg matrix to detect and deflate fully converged eigenvalues from a trailing principal submatrix (aggressive early deflation).

Purpose:

        Aggressive early deflation:
        ZLAQR3 accepts as input an upper Hessenberg matrix
        H and performs an unitary similarity transformation
        designed to detect and deflate fully converged eigenvalues from
        a trailing principal submatrix.  On output H has been over-
        written by a new Hessenberg matrix that is a perturbation of
        an unitary similarity transformation of H.  It is to be
        hoped that the final version of H has many zero subdiagonal
        entries.

Parameters:
    WANTT

              WANTT is LOGICAL
              If .TRUE., then the Hessenberg matrix H is fully updated
              so that the triangular Schur factor may be
              computed (in cooperation with the calling subroutine).
              If .FALSE., then only enough of H is updated to preserve
              the eigenvalues.

    WANTZ

              WANTZ is LOGICAL
              If .TRUE., then the unitary matrix Z is updated so
              so that the unitary Schur factor may be computed
              (in cooperation with the calling subroutine).
              If .FALSE., then Z is not referenced.

    N

              N is INTEGER
              The order of the matrix H and (if WANTZ is .TRUE.) the
              order of the unitary matrix Z.

    KTOP

              KTOP is INTEGER
              It is assumed that either KTOP = 1 or H(KTOP,KTOP-1)=0.
              KBOT and KTOP together determine an isolated block
              along the diagonal of the Hessenberg matrix.

    KBOT

              KBOT is INTEGER
              It is assumed without a check that either
              KBOT = N or H(KBOT+1,KBOT)=0.  KBOT and KTOP together
              determine an isolated block along the diagonal of the
              Hessenberg matrix.

    NW

              NW is INTEGER
              Deflation window size.  1 .LE. NW .LE. (KBOT-KTOP+1).

    H

              H is COMPLEX*16 array, dimension (LDH,N)
              On input the initial N-by-N section of H stores the
              Hessenberg matrix undergoing aggressive early deflation.
              On output H has been transformed by a unitary
              similarity transformation, perturbed, and the returned
              to Hessenberg form that (it is to be hoped) has some
              zero subdiagonal entries.

    LDH

              LDH is INTEGER
              Leading dimension of H just as declared in the calling
              subroutine.  N .LE. LDH

    ILOZ

              ILOZ is INTEGER

    IHIZ

              IHIZ is INTEGER
              Specify the rows of Z to which transformations must be
              applied if WANTZ is .TRUE.. 1 .LE. ILOZ .LE. IHIZ .LE. N.

    Z

              Z is COMPLEX*16 array, dimension (LDZ,N)
              IF WANTZ is .TRUE., then on output, the unitary
              similarity transformation mentioned above has been
              accumulated into Z(ILOZ:IHIZ,ILOZ:IHIZ) from the right.
              If WANTZ is .FALSE., then Z is unreferenced.

    LDZ

              LDZ is INTEGER
              The leading dimension of Z just as declared in the
              calling subroutine.  1 .LE. LDZ.

    NS

              NS is INTEGER
              The number of unconverged (ie approximate) eigenvalues
              returned in SR and SI that may be used as shifts by the
              calling subroutine.

    ND

              ND is INTEGER
              The number of converged eigenvalues uncovered by this
              subroutine.

    SH

              SH is COMPLEX*16 array, dimension (KBOT)
              On output, approximate eigenvalues that may
              be used for shifts are stored in SH(KBOT-ND-NS+1)
              through SR(KBOT-ND).  Converged eigenvalues are
              stored in SH(KBOT-ND+1) through SH(KBOT).

    V

              V is COMPLEX*16 array, dimension (LDV,NW)
              An NW-by-NW work array.

    LDV

              LDV is INTEGER
              The leading dimension of V just as declared in the
              calling subroutine.  NW .LE. LDV

    NH

              NH is INTEGER
              The number of columns of T.  NH.GE.NW.

    T

              T is COMPLEX*16 array, dimension (LDT,NW)

    LDT

              LDT is INTEGER
              The leading dimension of T just as declared in the
              calling subroutine.  NW .LE. LDT

    NV

              NV is INTEGER
              The number of rows of work array WV available for
              workspace.  NV.GE.NW.

    WV

              WV is COMPLEX*16 array, dimension (LDWV,NW)

    LDWV

              LDWV is INTEGER
              The leading dimension of W just as declared in the
              calling subroutine.  NW .LE. LDV

    WORK

              WORK is COMPLEX*16 array, dimension (LWORK)
              On exit, WORK(1) is set to an estimate of the optimal value
              of LWORK for the given values of N, NW, KTOP and KBOT.

    LWORK

              LWORK is INTEGER
              The dimension of the work array WORK.  LWORK = 2*NW
              suffices, but greater efficiency may result from larger
              values of LWORK.
              If LWORK = -1, then a workspace query is assumed; ZLAQR3
              only estimates the optimal workspace size for the given
              values of N, NW, KTOP and KBOT.  The estimate is returned
              in WORK(1).  No error message related to LWORK is issued
              by XERBLA.  Neither H nor Z are accessed.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2016

Contributors:
    Karen Braman and Ralph Byers, Department of Mathematics, University of Kansas, USA

Definition at line 269 of file zlaqr3.f.

  subroutine zlaqr4 (logical WANTT, logical WANTZ, integer N, integer ILO, integer IHI, complex*16, dimension( ldh, * ) H, integer LDH, complex*16, dimension( * ) W, integer ILOZ, integer IHIZ, complex*16, dimension( ldz, * ) Z, integer LDZ, complex*16, dimension( * ) WORK, integer LWORK, integer INFO)

ZLAQR4 computes the eigenvalues of a Hessenberg matrix, and optionally the matrices from the Schur decomposition.

Purpose:

        ZLAQR4 implements one level of recursion for ZLAQR0.
        It is a complete implementation of the small bulge multi-shift
        QR algorithm.  It may be called by ZLAQR0 and, for large enough
        deflation window size, it may be called by ZLAQR3.  This
        subroutine is identical to ZLAQR0 except that it calls ZLAQR2
        instead of ZLAQR3.
        ZLAQR4 computes the eigenvalues of a Hessenberg matrix H
        and, optionally, the matrices T and Z from the Schur decomposition
        H = Z T Z**H, where T is an upper triangular matrix (the
        Schur form), and Z is the unitary matrix of Schur vectors.
        Optionally Z may be postmultiplied into an input unitary
        matrix Q so that this routine can give the Schur factorization
        of a matrix A which has been reduced to the Hessenberg form H
        by the unitary matrix Q:  A = Q*H*Q**H = (QZ)*H*(QZ)**H.

Parameters:
    WANTT

              WANTT is LOGICAL
              = .TRUE. : the full Schur form T is required;
              = .FALSE.: only eigenvalues are required.

    WANTZ

              WANTZ is LOGICAL
              = .TRUE. : the matrix of Schur vectors Z is required;
              = .FALSE.: Schur vectors are not required.

    N

              N is INTEGER
               The order of the matrix H.  N .GE. 0.

    ILO

              ILO is INTEGER

    IHI

              IHI is INTEGER
               It is assumed that H is already upper triangular in rows
               and columns 1:ILO-1 and IHI+1:N and, if ILO.GT.1,
               H(ILO,ILO-1) is zero. ILO and IHI are normally set by a
               previous call to ZGEBAL, and then passed to ZGEHRD when the
               matrix output by ZGEBAL is reduced to Hessenberg form.
               Otherwise, ILO and IHI should be set to 1 and N,
               respectively.  If N.GT.0, then 1.LE.ILO.LE.IHI.LE.N.
               If N = 0, then ILO = 1 and IHI = 0.

    H

              H is COMPLEX*16 array, dimension (LDH,N)
               On entry, the upper Hessenberg matrix H.
               On exit, if INFO = 0 and WANTT is .TRUE., then H
               contains the upper triangular matrix T from the Schur
               decomposition (the Schur form). If INFO = 0 and WANT is
               .FALSE., then the contents of H are unspecified on exit.
               (The output value of H when INFO.GT.0 is given under the
               description of INFO below.)
               This subroutine may explicitly set H(i,j) = 0 for i.GT.j and
               j = 1, 2, ... ILO-1 or j = IHI+1, IHI+2, ... N.

    LDH

              LDH is INTEGER
               The leading dimension of the array H. LDH .GE. max(1,N).

    W

              W is COMPLEX*16 array, dimension (N)
               The computed eigenvalues of H(ILO:IHI,ILO:IHI) are stored
               in W(ILO:IHI). If WANTT is .TRUE., then the eigenvalues are
               stored in the same order as on the diagonal of the Schur
               form returned in H, with W(i) = H(i,i).

    ILOZ

              ILOZ is INTEGER

    IHIZ

              IHIZ is INTEGER
               Specify the rows of Z to which transformations must be
               applied if WANTZ is .TRUE..
               1 .LE. ILOZ .LE. ILO; IHI .LE. IHIZ .LE. N.

    Z

              Z is COMPLEX*16 array, dimension (LDZ,IHI)
               If WANTZ is .FALSE., then Z is not referenced.
               If WANTZ is .TRUE., then Z(ILO:IHI,ILOZ:IHIZ) is
               replaced by Z(ILO:IHI,ILOZ:IHIZ)*U where U is the
               orthogonal Schur factor of H(ILO:IHI,ILO:IHI).
               (The output value of Z when INFO.GT.0 is given under
               the description of INFO below.)

    LDZ

              LDZ is INTEGER
               The leading dimension of the array Z.  if WANTZ is .TRUE.
               then LDZ.GE.MAX(1,IHIZ).  Otherwize, LDZ.GE.1.

    WORK

              WORK is COMPLEX*16 array, dimension LWORK
               On exit, if LWORK = -1, WORK(1) returns an estimate of
               the optimal value for LWORK.

    LWORK

              LWORK is INTEGER
               The dimension of the array WORK.  LWORK .GE. max(1,N)
               is sufficient, but LWORK typically as large as 6*N may
               be required for optimal performance.  A workspace query
               to determine the optimal workspace size is recommended.
               If LWORK = -1, then ZLAQR4 does a workspace query.
               In this case, ZLAQR4 checks the input parameters and
               estimates the optimal workspace size for the given
               values of N, ILO and IHI.  The estimate is returned
               in WORK(1).  No error message related to LWORK is
               issued by XERBLA.  Neither H nor Z are accessed.

    INFO

              INFO is INTEGER
                 =  0:  successful exit
               .GT. 0:  if INFO = i, ZLAQR4 failed to compute all of
                    the eigenvalues.  Elements 1:ilo-1 and i+1:n of WR
                    and WI contain those eigenvalues which have been
                    successfully computed.  (Failures are rare.)
                    If INFO .GT. 0 and WANT is .FALSE., then on exit,
                    the remaining unconverged eigenvalues are the eigen-
                    values of the upper Hessenberg matrix rows and
                    columns ILO through INFO of the final, output
                    value of H.
                    If INFO .GT. 0 and WANTT is .TRUE., then on exit
               (*)  (initial value of H)*U  = U*(final value of H)
                    where U is a unitary matrix.  The final
                    value of  H is upper Hessenberg and triangular in
                    rows and columns INFO+1 through IHI.
                    If INFO .GT. 0 and WANTZ is .TRUE., then on exit
                      (final value of Z(ILO:IHI,ILOZ:IHIZ)
                       =  (initial value of Z(ILO:IHI,ILOZ:IHIZ)*U
                    where U is the unitary matrix in (*) (regard-
                    less of the value of WANTT.)
                    If INFO .GT. 0 and WANTZ is .FALSE., then Z is not
                    accessed.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Contributors:
    Karen Braman and Ralph Byers, Department of Mathematics, University of Kansas, USA

References:
    K. Braman, R. Byers and R. Mathias, The Multi-Shift QR Algorithm Part I: Maintaining Well Focused Shifts, and Level 3 Performance, SIAM Journal of Matrix Analysis, volume 23, pages 929--947, 2002.
     K. Braman, R. Byers and R. Mathias, The Multi-Shift QR Algorithm Part II: Aggressive Early Deflation, SIAM Journal of Matrix Analysis, volume 23, pages 948--973, 2002.

Definition at line 249 of file zlaqr4.f.

  subroutine zlaqr5 (logical WANTT, logical WANTZ, integer KACC22, integer N, integer KTOP, integer KBOT, integer NSHFTS, complex*16, dimension( * ) S, complex*16, dimension( ldh, * ) H, integer LDH, integer ILOZ, integer IHIZ, complex*16, dimension( ldz, * ) Z, integer LDZ, complex*16, dimension( ldv, * ) V, integer LDV, complex*16, dimension( ldu, * ) U, integer LDU, integer NV, complex*16, dimension( ldwv, * ) WV, integer LDWV, integer NH, complex*16, dimension( ldwh, * ) WH, integer LDWH)

ZLAQR5 performs a single small-bulge multi-shift QR sweep.

Purpose:

        ZLAQR5, called by ZLAQR0, performs a
        single small-bulge multi-shift QR sweep.

Parameters:
    WANTT

              WANTT is LOGICAL
                 WANTT = .true. if the triangular Schur factor
                 is being computed.  WANTT is set to .false. otherwise.

    WANTZ

              WANTZ is LOGICAL
                 WANTZ = .true. if the unitary Schur factor is being
                 computed.  WANTZ is set to .false. otherwise.

    KACC22

              KACC22 is INTEGER with value 0, 1, or 2.
                 Specifies the computation mode of far-from-diagonal
                 orthogonal updates.
            = 0: ZLAQR5 does not accumulate reflections and does not
                 use matrix-matrix multiply to update far-from-diagonal
                 matrix entries.
            = 1: ZLAQR5 accumulates reflections and uses matrix-matrix
                 multiply to update the far-from-diagonal matrix entries.
            = 2: ZLAQR5 accumulates reflections, uses matrix-matrix
                 multiply to update the far-from-diagonal matrix entries,
                 and takes advantage of 2-by-2 block structure during
                 matrix multiplies.

    N

              N is INTEGER
                 N is the order of the Hessenberg matrix H upon which this
                 subroutine operates.

    KTOP

              KTOP is INTEGER

    KBOT

              KBOT is INTEGER
                 These are the first and last rows and columns of an
                 isolated diagonal block upon which the QR sweep is to be
                 applied. It is assumed without a check that
                           either KTOP = 1  or   H(KTOP,KTOP-1) = 0
                 and
                           either KBOT = N  or   H(KBOT+1,KBOT) = 0.

    NSHFTS

              NSHFTS is INTEGER
                 NSHFTS gives the number of simultaneous shifts.  NSHFTS
                 must be positive and even.

    S

              S is COMPLEX*16 array, dimension (NSHFTS)
                 S contains the shifts of origin that define the multi-
                 shift QR sweep.  On output S may be reordered.

    H

              H is COMPLEX*16 array, dimension (LDH,N)
                 On input H contains a Hessenberg matrix.  On output a
                 multi-shift QR sweep with shifts SR(J)+i*SI(J) is applied
                 to the isolated diagonal block in rows and columns KTOP
                 through KBOT.

    LDH

              LDH is INTEGER
                 LDH is the leading dimension of H just as declared in the
                 calling procedure.  LDH.GE.MAX(1,N).

    ILOZ

              ILOZ is INTEGER

    IHIZ

              IHIZ is INTEGER
                 Specify the rows of Z to which transformations must be
                 applied if WANTZ is .TRUE.. 1 .LE. ILOZ .LE. IHIZ .LE. N

    Z

              Z is COMPLEX*16 array, dimension (LDZ,IHIZ)
                 If WANTZ = .TRUE., then the QR Sweep unitary
                 similarity transformation is accumulated into
                 Z(ILOZ:IHIZ,ILOZ:IHIZ) from the right.
                 If WANTZ = .FALSE., then Z is unreferenced.

    LDZ

              LDZ is INTEGER
                 LDA is the leading dimension of Z just as declared in
                 the calling procedure. LDZ.GE.N.

    V

              V is COMPLEX*16 array, dimension (LDV,NSHFTS/2)

    LDV

              LDV is INTEGER
                 LDV is the leading dimension of V as declared in the
                 calling procedure.  LDV.GE.3.

    U

              U is COMPLEX*16 array, dimension (LDU,3*NSHFTS-3)

    LDU

              LDU is INTEGER
                 LDU is the leading dimension of U just as declared in the
                 in the calling subroutine.  LDU.GE.3*NSHFTS-3.

    NH

              NH is INTEGER
                 NH is the number of columns in array WH available for
                 workspace. NH.GE.1.

    WH

              WH is COMPLEX*16 array, dimension (LDWH,NH)

    LDWH

              LDWH is INTEGER
                 Leading dimension of WH just as declared in the
                 calling procedure.  LDWH.GE.3*NSHFTS-3.

    NV

              NV is INTEGER
                 NV is the number of rows in WV agailable for workspace.
                 NV.GE.1.

    WV

              WV is COMPLEX*16 array, dimension (LDWV,3*NSHFTS-3)

    LDWV

              LDWV is INTEGER
                 LDWV is the leading dimension of WV as declared in the
                 in the calling subroutine.  LDWV.GE.NV.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2016

Contributors:
    Karen Braman and Ralph Byers, Department of Mathematics, University of Kansas, USA

References:
    K. Braman, R. Byers and R. Mathias, The Multi-Shift QR Algorithm Part I: Maintaining Well Focused Shifts, and Level 3 Performance, SIAM Journal of Matrix Analysis, volume 23, pages 929--947, 2002.

Definition at line 251 of file zlaqr5.f.

  subroutine zlaqsb (character UPLO, integer N, integer KD, complex*16, dimension( ldab, * ) AB, integer LDAB, double precision, dimension( * ) S, double precision SCOND, double precision AMAX, character EQUED)

ZLAQSB scales a symmetric/Hermitian band matrix, using scaling factors computed by spbequ.

Purpose:

     ZLAQSB equilibrates a symmetric band matrix A using the scaling
     factors in the vector S.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              symmetric matrix A is stored.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    KD

              KD is INTEGER
              The number of super-diagonals of the matrix A if UPLO = 'U',
              or the number of sub-diagonals if UPLO = 'L'.  KD >= 0.

    AB

              AB is COMPLEX*16 array, dimension (LDAB,N)
              On entry, the upper or lower triangle of the symmetric band
              matrix A, stored in the first KD+1 rows of the array.  The
              j-th column of A is stored in the j-th column of the array AB
              as follows:
              if UPLO = 'U', AB(kd+1+i-j,j) = A(i,j) for max(1,j-kd)<=i<=j;
              if UPLO = 'L', AB(1+i-j,j)    = A(i,j) for j<=i<=min(n,j+kd).
              On exit, if INFO = 0, the triangular factor U or L from the
              Cholesky factorization A = U**H *U or A = L*L**H of the band
              matrix A, in the same storage format as A.

    LDAB

              LDAB is INTEGER
              The leading dimension of the array AB.  LDAB >= KD+1.

    S

              S is DOUBLE PRECISION array, dimension (N)
              The scale factors for A.

    SCOND

              SCOND is DOUBLE PRECISION
              Ratio of the smallest S(i) to the largest S(i).

    AMAX

              AMAX is DOUBLE PRECISION
              Absolute value of largest matrix entry.

    EQUED

              EQUED is CHARACTER*1
              Specifies whether or not equilibration was done.
              = 'N':  No equilibration.
              = 'Y':  Equilibration was done, i.e., A has been replaced by
                      diag(S) * A * diag(S).

Internal Parameters:

      THRESH is a threshold value used to decide if scaling should be done
      based on the ratio of the scaling factors.  If SCOND < THRESH,
      scaling is done.
      LARGE and SMALL are threshold values used to decide if scaling should
      be done based on the absolute size of the largest matrix element.
      If AMAX > LARGE or AMAX < SMALL, scaling is done.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 143 of file zlaqsb.f.

  subroutine zlaqsp (character UPLO, integer N, complex*16, dimension( * ) AP, double precision, dimension( * ) S, double precision SCOND, double precision AMAX, character EQUED)

ZLAQSP scales a symmetric/Hermitian matrix in packed storage, using scaling factors computed by sppequ.

Purpose:

     ZLAQSP equilibrates a symmetric matrix A using the scaling factors
     in the vector S.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              symmetric matrix A is stored.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    AP

              AP is COMPLEX*16 array, dimension (N*(N+1)/2)
              On entry, the upper or lower triangle of the symmetric matrix
              A, packed columnwise in a linear array.  The j-th column of A
              is stored in the array AP as follows:
              if UPLO = 'U', AP(i + (j-1)*j/2) = A(i,j) for 1<=i<=j;
              if UPLO = 'L', AP(i + (j-1)*(2n-j)/2) = A(i,j) for j<=i<=n.
              On exit, the equilibrated matrix:  diag(S) * A * diag(S), in
              the same storage format as A.

    S

              S is DOUBLE PRECISION array, dimension (N)
              The scale factors for A.

    SCOND

              SCOND is DOUBLE PRECISION
              Ratio of the smallest S(i) to the largest S(i).

    AMAX

              AMAX is DOUBLE PRECISION
              Absolute value of largest matrix entry.

    EQUED

              EQUED is CHARACTER*1
              Specifies whether or not equilibration was done.
              = 'N':  No equilibration.
              = 'Y':  Equilibration was done, i.e., A has been replaced by
                      diag(S) * A * diag(S).

Internal Parameters:

      THRESH is a threshold value used to decide if scaling should be done
      based on the ratio of the scaling factors.  If SCOND < THRESH,
      scaling is done.
      LARGE and SMALL are threshold values used to decide if scaling should
      be done based on the absolute size of the largest matrix element.
      If AMAX > LARGE or AMAX < SMALL, scaling is done.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 128 of file zlaqsp.f.

  subroutine zlar1v (integer N, integer B1, integer BN, double precision LAMBDA, double precision, dimension( * ) D, double precision, dimension( * ) L, double precision, dimension( * ) LD, double precision, dimension( * ) LLD, double precision PIVMIN, double precision GAPTOL, complex*16, dimension( * ) Z, logical WANTNC, integer NEGCNT, double precision ZTZ, double precision MINGMA, integer R, integer, dimension( * ) ISUPPZ, double precision NRMINV, double precision RESID, double precision RQCORR, double precision, dimension( * ) WORK)

ZLAR1V computes the (scaled) r-th column of the inverse of the submatrix in rows b1 through bn of the tridiagonal matrix LDLT - λI.

Purpose:

     ZLAR1V computes the (scaled) r-th column of the inverse of
     the sumbmatrix in rows B1 through BN of the tridiagonal matrix
     L D L**T - sigma I. When sigma is close to an eigenvalue, the
     computed vector is an accurate eigenvector. Usually, r corresponds
     to the index where the eigenvector is largest in magnitude.
     The following steps accomplish this computation :
     (a) Stationary qd transform,  L D L**T - sigma I = L(+) D(+) L(+)**T,
     (b) Progressive qd transform, L D L**T - sigma I = U(-) D(-) U(-)**T,
     (c) Computation of the diagonal elements of the inverse of
         L D L**T - sigma I by combining the above transforms, and choosing
         r as the index where the diagonal of the inverse is (one of the)
         largest in magnitude.
     (d) Computation of the (scaled) r-th column of the inverse using the
         twisted factorization obtained by combining the top part of the
         the stationary and the bottom part of the progressive transform.

Parameters:
    N

              N is INTEGER
               The order of the matrix L D L**T.

    B1

              B1 is INTEGER
               First index of the submatrix of L D L**T.

    BN

              BN is INTEGER
               Last index of the submatrix of L D L**T.

    LAMBDA

              LAMBDA is DOUBLE PRECISION
               The shift. In order to compute an accurate eigenvector,
               LAMBDA should be a good approximation to an eigenvalue
               of L D L**T.

    L

              L is DOUBLE PRECISION array, dimension (N-1)
               The (n-1) subdiagonal elements of the unit bidiagonal matrix
               L, in elements 1 to N-1.

    D

              D is DOUBLE PRECISION array, dimension (N)
               The n diagonal elements of the diagonal matrix D.

    LD

              LD is DOUBLE PRECISION array, dimension (N-1)
               The n-1 elements L(i)*D(i).

    LLD

              LLD is DOUBLE PRECISION array, dimension (N-1)
               The n-1 elements L(i)*L(i)*D(i).

    PIVMIN

              PIVMIN is DOUBLE PRECISION
               The minimum pivot in the Sturm sequence.

    GAPTOL

              GAPTOL is DOUBLE PRECISION
               Tolerance that indicates when eigenvector entries are negligible
               w.r.t. their contribution to the residual.

    Z

              Z is COMPLEX*16 array, dimension (N)
               On input, all entries of Z must be set to 0.
               On output, Z contains the (scaled) r-th column of the
               inverse. The scaling is such that Z(R) equals 1.

    WANTNC

              WANTNC is LOGICAL
               Specifies whether NEGCNT has to be computed.

    NEGCNT

              NEGCNT is INTEGER
               If WANTNC is .TRUE. then NEGCNT = the number of pivots < pivmin
               in the  matrix factorization L D L**T, and NEGCNT = -1 otherwise.

    ZTZ

              ZTZ is DOUBLE PRECISION
               The square of the 2-norm of Z.

    MINGMA

              MINGMA is DOUBLE PRECISION
               The reciprocal of the largest (in magnitude) diagonal
               element of the inverse of L D L**T - sigma I.

    R

              R is INTEGER
               The twist index for the twisted factorization used to
               compute Z.
               On input, 0 <= R <= N. If R is input as 0, R is set to
               the index where (L D L**T - sigma I)^{-1} is largest
               in magnitude. If 1 <= R <= N, R is unchanged.
               On output, R contains the twist index used to compute Z.
               Ideally, R designates the position of the maximum entry in the
               eigenvector.

    ISUPPZ

              ISUPPZ is INTEGER array, dimension (2)
               The support of the vector in Z, i.e., the vector Z is
               nonzero only in elements ISUPPZ(1) through ISUPPZ( 2 ).

    NRMINV

              NRMINV is DOUBLE PRECISION
               NRMINV = 1/SQRT( ZTZ )

    RESID

              RESID is DOUBLE PRECISION
               The residual of the FP vector.
               RESID = ABS( MINGMA )/SQRT( ZTZ )

    RQCORR

              RQCORR is DOUBLE PRECISION
               The Rayleigh Quotient correction to LAMBDA.
               RQCORR = MINGMA*TMP

    WORK

              WORK is DOUBLE PRECISION array, dimension (4*N)

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Contributors:
    Beresford Parlett, University of California, Berkeley, USA
     Jim Demmel, University of California, Berkeley, USA
     Inderjit Dhillon, University of Texas, Austin, USA
     Osni Marques, LBNL/NERSC, USA
     Christof Voemel, University of California, Berkeley, USA

Definition at line 232 of file zlar1v.f.

  subroutine zlar2v (integer N, complex*16, dimension( * ) X, complex*16, dimension( * ) Y, complex*16, dimension( * ) Z, integer INCX, double precision, dimension( * ) C, complex*16, dimension( * ) S, integer INCC)

ZLAR2V applies a vector of plane rotations with real cosines and complex sines from both sides to a sequence of 2-by-2 symmetric/Hermitian matrices.

Purpose:

     ZLAR2V applies a vector of complex plane rotations with real cosines
     from both sides to a sequence of 2-by-2 complex Hermitian matrices,
     defined by the elements of the vectors x, y and z. For i = 1,2,...,n
        (       x(i)  z(i) ) :=
        ( conjg(z(i)) y(i) )
          (  c(i) conjg(s(i)) ) (       x(i)  z(i) ) ( c(i) -conjg(s(i)) )
          ( -s(i)       c(i)  ) ( conjg(z(i)) y(i) ) ( s(i)        c(i)  )

Parameters:
    N

              N is INTEGER
              The number of plane rotations to be applied.

    X

              X is COMPLEX*16 array, dimension (1+(N-1)*INCX)
              The vector x; the elements of x are assumed to be real.

    Y

              Y is COMPLEX*16 array, dimension (1+(N-1)*INCX)
              The vector y; the elements of y are assumed to be real.

    Z

              Z is COMPLEX*16 array, dimension (1+(N-1)*INCX)
              The vector z.

    INCX

              INCX is INTEGER
              The increment between elements of X, Y and Z. INCX > 0.

    C

              C is DOUBLE PRECISION array, dimension (1+(N-1)*INCC)
              The cosines of the plane rotations.

    S

              S is COMPLEX*16 array, dimension (1+(N-1)*INCC)
              The sines of the plane rotations.

    INCC

              INCC is INTEGER
              The increment between elements of C and S. INCC > 0.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 113 of file zlar2v.f.

  subroutine zlarcm (integer M, integer N, double precision, dimension( lda, * ) A, integer LDA, complex*16, dimension( ldb, * ) B, integer LDB, complex*16, dimension( ldc, * ) C, integer LDC, double precision, dimension( * ) RWORK)

ZLARCM copies all or part of a real two-dimensional array to a complex array.

Purpose:

     ZLARCM performs a very simple matrix-matrix multiplication:
              C := A * B,
     where A is M by M and real; B is M by N and complex;
     C is M by N and complex.

Parameters:
    M

              M is INTEGER
              The number of rows of the matrix A and of the matrix C.
              M >= 0.

    N

              N is INTEGER
              The number of columns and rows of the matrix B and
              the number of columns of the matrix C.
              N >= 0.

    A

              A is DOUBLE PRECISION array, dimension (LDA, M)
              On entry, A contains the M by M matrix A.

    LDA

              LDA is INTEGER
              The leading dimension of the array A. LDA >=max(1,M).

    B

              B is COMPLEX*16 array, dimension (LDB, N)
              On entry, B contains the M by N matrix B.

    LDB

              LDB is INTEGER
              The leading dimension of the array B. LDB >=max(1,M).

    C

              C is COMPLEX*16 array, dimension (LDC, N)
              On exit, C contains the M by N matrix C.

    LDC

              LDC is INTEGER
              The leading dimension of the array C. LDC >=max(1,M).

    RWORK

              RWORK is DOUBLE PRECISION array, dimension (2*M*N)

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2016

Definition at line 116 of file zlarcm.f.

  subroutine zlarf (character SIDE, integer M, integer N, complex*16, dimension( * ) V, integer INCV, complex*16 TAU, complex*16, dimension( ldc, * ) C, integer LDC, complex*16, dimension( * ) WORK)

ZLARF applies an elementary reflector to a general rectangular matrix.

Purpose:

     ZLARF applies a complex elementary reflector H to a complex M-by-N
     matrix C, from either the left or the right. H is represented in the
     form
           H = I - tau * v * v**H
     where tau is a complex scalar and v is a complex vector.
     If tau = 0, then H is taken to be the unit matrix.
     To apply H**H, supply conjg(tau) instead
     tau.

Parameters:
    SIDE

              SIDE is CHARACTER*1
              = 'L': form  H * C
              = 'R': form  C * H

    M

              M is INTEGER
              The number of rows of the matrix C.

    N

              N is INTEGER
              The number of columns of the matrix C.

    V

              V is COMPLEX*16 array, dimension
                         (1 + (M-1)*abs(INCV)) if SIDE = 'L'
                      or (1 + (N-1)*abs(INCV)) if SIDE = 'R'
              The vector v in the representation of H. V is not used if
              TAU = 0.

    INCV

              INCV is INTEGER
              The increment between elements of v. INCV <> 0.

    TAU

              TAU is COMPLEX*16
              The value tau in the representation of H.

    C

              C is COMPLEX*16 array, dimension (LDC,N)
              On entry, the M-by-N matrix C.
              On exit, C is overwritten by the matrix H * C if SIDE = 'L',
              or C * H if SIDE = 'R'.

    LDC

              LDC is INTEGER
              The leading dimension of the array C. LDC >= max(1,M).

    WORK

              WORK is COMPLEX*16 array, dimension
                             (N) if SIDE = 'L'
                          or (M) if SIDE = 'R'

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 130 of file zlarf.f.

  subroutine zlarfb (character SIDE, character TRANS, character DIRECT, character STOREV, integer M, integer N, integer K, complex*16, dimension( ldv, * ) V, integer LDV, complex*16, dimension( ldt, * ) T, integer LDT, complex*16, dimension( ldc, * ) C, integer LDC, complex*16, dimension( ldwork, * ) WORK, integer LDWORK)

ZLARFB applies a block reflector or its conjugate-transpose to a general rectangular matrix.

Purpose:

     ZLARFB applies a complex block reflector H or its transpose H**H to a
     complex M-by-N matrix C, from either the left or the right.

Parameters:
    SIDE

              SIDE is CHARACTER*1
              = 'L': apply H or H**H from the Left
              = 'R': apply H or H**H from the Right

    TRANS

              TRANS is CHARACTER*1
              = 'N': apply H (No transpose)
              = 'C': apply H**H (Conjugate transpose)

    DIRECT

              DIRECT is CHARACTER*1
              Indicates how H is formed from a product of elementary
              reflectors
              = 'F': H = H(1) H(2) . . . H(k) (Forward)
              = 'B': H = H(k) . . . H(2) H(1) (Backward)

    STOREV

              STOREV is CHARACTER*1
              Indicates how the vectors which define the elementary
              reflectors are stored:
              = 'C': Columnwise
              = 'R': Rowwise

    M

              M is INTEGER
              The number of rows of the matrix C.

    N

              N is INTEGER
              The number of columns of the matrix C.

    K

              K is INTEGER
              The order of the matrix T (= the number of elementary
              reflectors whose product defines the block reflector).

    V

              V is COMPLEX*16 array, dimension
                                    (LDV,K) if STOREV = 'C'
                                    (LDV,M) if STOREV = 'R' and SIDE = 'L'
                                    (LDV,N) if STOREV = 'R' and SIDE = 'R'
              See Further Details.

    LDV

              LDV is INTEGER
              The leading dimension of the array V.
              If STOREV = 'C' and SIDE = 'L', LDV >= max(1,M);
              if STOREV = 'C' and SIDE = 'R', LDV >= max(1,N);
              if STOREV = 'R', LDV >= K.

    T

              T is COMPLEX*16 array, dimension (LDT,K)
              The triangular K-by-K matrix T in the representation of the
              block reflector.

    LDT

              LDT is INTEGER
              The leading dimension of the array T. LDT >= K.

    C

              C is COMPLEX*16 array, dimension (LDC,N)
              On entry, the M-by-N matrix C.
              On exit, C is overwritten by H*C or H**H*C or C*H or C*H**H.

    LDC

              LDC is INTEGER
              The leading dimension of the array C. LDC >= max(1,M).

    WORK

              WORK is COMPLEX*16 array, dimension (LDWORK,K)

    LDWORK

              LDWORK is INTEGER
              The leading dimension of the array WORK.
              If SIDE = 'L', LDWORK >= max(1,N);
              if SIDE = 'R', LDWORK >= max(1,M).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2013

Further Details:

      The shape of the matrix V and the storage of the vectors which define
      the H(i) is best illustrated by the following example with n = 5 and
      k = 3. The elements equal to 1 are not stored; the corresponding
      array elements are modified but restored on exit. The rest of the
      array is not used.
      DIRECT = 'F' and STOREV = 'C':         DIRECT = 'F' and STOREV = 'R':
                   V = (  1       )                 V = (  1 v1 v1 v1 v1 )
                       ( v1  1    )                     (     1 v2 v2 v2 )
                       ( v1 v2  1 )                     (        1 v3 v3 )
                       ( v1 v2 v3 )
                       ( v1 v2 v3 )
      DIRECT = 'B' and STOREV = 'C':         DIRECT = 'B' and STOREV = 'R':
                   V = ( v1 v2 v3 )                 V = ( v1 v1  1       )
                       ( v1 v2 v3 )                     ( v2 v2 v2  1    )
                       (  1 v2 v3 )                     ( v3 v3 v3 v3  1 )
                       (     1 v3 )
                       (        1 )

Definition at line 197 of file zlarfb.f.

  subroutine zlarfg (integer N, complex*16 ALPHA, complex*16, dimension( * ) X, integer INCX, complex*16 TAU)

ZLARFG generates an elementary reflector (Householder matrix).

Purpose:

     ZLARFG generates a complex elementary reflector H of order n, such
     that
           H**H * ( alpha ) = ( beta ),   H**H * H = I.
                  (   x   )   (   0  )
     where alpha and beta are scalars, with beta real, and x is an
     (n-1)-element complex vector. H is represented in the form
           H = I - tau * ( 1 ) * ( 1 v**H ) ,
                         ( v )
     where tau is a complex scalar and v is a complex (n-1)-element
     vector. Note that H is not hermitian.
     If the elements of x are all zero and alpha is real, then tau = 0
     and H is taken to be the unit matrix.
     Otherwise  1 <= real(tau) <= 2  and  abs(tau-1) <= 1 .

Parameters:
    N

              N is INTEGER
              The order of the elementary reflector.

    ALPHA

              ALPHA is COMPLEX*16
              On entry, the value alpha.
              On exit, it is overwritten with the value beta.

    X

              X is COMPLEX*16 array, dimension
                             (1+(N-2)*abs(INCX))
              On entry, the vector x.
              On exit, it is overwritten with the vector v.

    INCX

              INCX is INTEGER
              The increment between elements of X. INCX > 0.

    TAU

              TAU is COMPLEX*16
              The value tau.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    November 2017

Definition at line 108 of file zlarfg.f.

  subroutine zlarfgp (integer N, complex*16 ALPHA, complex*16, dimension( * ) X, integer INCX, complex*16 TAU)

ZLARFGP generates an elementary reflector (Householder matrix) with non-negative beta.

Purpose:

     ZLARFGP generates a complex elementary reflector H of order n, such
     that
           H**H * ( alpha ) = ( beta ),   H**H * H = I.
                  (   x   )   (   0  )
     where alpha and beta are scalars, beta is real and non-negative, and
     x is an (n-1)-element complex vector.  H is represented in the form
           H = I - tau * ( 1 ) * ( 1 v**H ) ,
                         ( v )
     where tau is a complex scalar and v is a complex (n-1)-element
     vector. Note that H is not hermitian.
     If the elements of x are all zero and alpha is real, then tau = 0
     and H is taken to be the unit matrix.

Parameters:
    N

              N is INTEGER
              The order of the elementary reflector.

    ALPHA

              ALPHA is COMPLEX*16
              On entry, the value alpha.
              On exit, it is overwritten with the value beta.

    X

              X is COMPLEX*16 array, dimension
                             (1+(N-2)*abs(INCX))
              On entry, the vector x.
              On exit, it is overwritten with the vector v.

    INCX

              INCX is INTEGER
              The increment between elements of X. INCX > 0.

    TAU

              TAU is COMPLEX*16
              The value tau.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    November 2017

Definition at line 106 of file zlarfgp.f.

  subroutine zlarft (character DIRECT, character STOREV, integer N, integer K, complex*16, dimension( ldv, * ) V, integer LDV, complex*16, dimension( * ) TAU, complex*16, dimension( ldt, * ) T, integer LDT)

ZLARFT forms the triangular factor T of a block reflector H = I - vtvH

Purpose:

     ZLARFT forms the triangular factor T of a complex block reflector H
     of order n, which is defined as a product of k elementary reflectors.
     If DIRECT = 'F', H = H(1) H(2) . . . H(k) and T is upper triangular;
     If DIRECT = 'B', H = H(k) . . . H(2) H(1) and T is lower triangular.
     If STOREV = 'C', the vector which defines the elementary reflector
     H(i) is stored in the i-th column of the array V, and
        H  =  I - V * T * V**H
     If STOREV = 'R', the vector which defines the elementary reflector
     H(i) is stored in the i-th row of the array V, and
        H  =  I - V**H * T * V

Parameters:
    DIRECT

              DIRECT is CHARACTER*1
              Specifies the order in which the elementary reflectors are
              multiplied to form the block reflector:
              = 'F': H = H(1) H(2) . . . H(k) (Forward)
              = 'B': H = H(k) . . . H(2) H(1) (Backward)

    STOREV

              STOREV is CHARACTER*1
              Specifies how the vectors which define the elementary
              reflectors are stored (see also Further Details):
              = 'C': columnwise
              = 'R': rowwise

    N

              N is INTEGER
              The order of the block reflector H. N >= 0.

    K

              K is INTEGER
              The order of the triangular factor T (= the number of
              elementary reflectors). K >= 1.

    V

              V is COMPLEX*16 array, dimension
                                   (LDV,K) if STOREV = 'C'
                                   (LDV,N) if STOREV = 'R'
              The matrix V. See further details.

    LDV

              LDV is INTEGER
              The leading dimension of the array V.
              If STOREV = 'C', LDV >= max(1,N); if STOREV = 'R', LDV >= K.

    TAU

              TAU is COMPLEX*16 array, dimension (K)
              TAU(i) must contain the scalar factor of the elementary
              reflector H(i).

    T

              T is COMPLEX*16 array, dimension (LDT,K)
              The k by k triangular factor T of the block reflector.
              If DIRECT = 'F', T is upper triangular; if DIRECT = 'B', T is
              lower triangular. The rest of the array is not used.

    LDT

              LDT is INTEGER
              The leading dimension of the array T. LDT >= K.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2016

Further Details:

      The shape of the matrix V and the storage of the vectors which define
      the H(i) is best illustrated by the following example with n = 5 and
      k = 3. The elements equal to 1 are not stored.
      DIRECT = 'F' and STOREV = 'C':         DIRECT = 'F' and STOREV = 'R':
                   V = (  1       )                 V = (  1 v1 v1 v1 v1 )
                       ( v1  1    )                     (     1 v2 v2 v2 )
                       ( v1 v2  1 )                     (        1 v3 v3 )
                       ( v1 v2 v3 )
                       ( v1 v2 v3 )
      DIRECT = 'B' and STOREV = 'C':         DIRECT = 'B' and STOREV = 'R':
                   V = ( v1 v2 v3 )                 V = ( v1 v1  1       )
                       ( v1 v2 v3 )                     ( v2 v2 v2  1    )
                       (  1 v2 v3 )                     ( v3 v3 v3 v3  1 )
                       (     1 v3 )
                       (        1 )

Definition at line 165 of file zlarft.f.

  subroutine zlarfx (character SIDE, integer M, integer N, complex*16, dimension( * ) V, complex*16 TAU, complex*16, dimension( ldc, * ) C, integer LDC, complex*16, dimension( * ) WORK)

ZLARFX applies an elementary reflector to a general rectangular matrix, with loop unrolling when the reflector has order ≤ 10.

Purpose:

     ZLARFX applies a complex elementary reflector H to a complex m by n
     matrix C, from either the left or the right. H is represented in the
     form
           H = I - tau * v * v**H
     where tau is a complex scalar and v is a complex vector.
     If tau = 0, then H is taken to be the unit matrix
     This version uses inline code if H has order < 11.

Parameters:
    SIDE

              SIDE is CHARACTER*1
              = 'L': form  H * C
              = 'R': form  C * H

    M

              M is INTEGER
              The number of rows of the matrix C.

    N

              N is INTEGER
              The number of columns of the matrix C.

    V

              V is COMPLEX*16 array, dimension (M) if SIDE = 'L'
                                            or (N) if SIDE = 'R'
              The vector v in the representation of H.

    TAU

              TAU is COMPLEX*16
              The value tau in the representation of H.

    C

              C is COMPLEX*16 array, dimension (LDC,N)
              On entry, the m by n matrix C.
              On exit, C is overwritten by the matrix H * C if SIDE = 'L',
              or C * H if SIDE = 'R'.

    LDC

              LDC is INTEGER
              The leading dimension of the array C. LDA >= max(1,M).

    WORK

              WORK is COMPLEX*16 array, dimension (N) if SIDE = 'L'
                                                or (M) if SIDE = 'R'
              WORK is not referenced if H has order < 11.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 121 of file zlarfx.f.

  subroutine zlargv (integer N, complex*16, dimension( * ) X, integer INCX, complex*16, dimension( * ) Y, integer INCY, double precision, dimension( * ) C, integer INCC)

ZLARGV generates a vector of plane rotations with real cosines and complex sines.

Purpose:

     ZLARGV generates a vector of complex plane rotations with real
     cosines, determined by elements of the complex vectors x and y.
     For i = 1,2,...,n
        (        c(i)   s(i) ) ( x(i) ) = ( r(i) )
        ( -conjg(s(i))  c(i) ) ( y(i) ) = (   0  )
        where c(i)**2 + ABS(s(i))**2 = 1
     The following conventions are used (these are the same as in ZLARTG,
     but differ from the BLAS1 routine ZROTG):
        If y(i)=0, then c(i)=1 and s(i)=0.
        If x(i)=0, then c(i)=0 and s(i) is chosen so that r(i) is real.

Parameters:
    N

              N is INTEGER
              The number of plane rotations to be generated.

    X

              X is COMPLEX*16 array, dimension (1+(N-1)*INCX)
              On entry, the vector x.
              On exit, x(i) is overwritten by r(i), for i = 1,...,n.

    INCX

              INCX is INTEGER
              The increment between elements of X. INCX > 0.

    Y

              Y is COMPLEX*16 array, dimension (1+(N-1)*INCY)
              On entry, the vector y.
              On exit, the sines of the plane rotations.

    INCY

              INCY is INTEGER
              The increment between elements of Y. INCY > 0.

    C

              C is DOUBLE PRECISION array, dimension (1+(N-1)*INCC)
              The cosines of the plane rotations.

    INCC

              INCC is INTEGER
              The increment between elements of C. INCC > 0.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      6-6-96 - Modified with a new algorithm by W. Kahan and J. Demmel
      This version has a few statements commented out for thread safety
      (machine parameters are computed on each entry). 10 feb 03, SJH.

Definition at line 124 of file zlargv.f.

  subroutine zlarnv (integer IDIST, integer, dimension( 4 ) ISEED, integer N, complex*16, dimension( * ) X)

ZLARNV returns a vector of random numbers from a uniform or normal distribution.

Purpose:

     ZLARNV returns a vector of n random complex numbers from a uniform or
     normal distribution.

Parameters:
    IDIST

              IDIST is INTEGER
              Specifies the distribution of the random numbers:
              = 1:  real and imaginary parts each uniform (0,1)
              = 2:  real and imaginary parts each uniform (-1,1)
              = 3:  real and imaginary parts each normal (0,1)
              = 4:  uniformly distributed on the disc abs(z) < 1
              = 5:  uniformly distributed on the circle abs(z) = 1

    ISEED

              ISEED is INTEGER array, dimension (4)
              On entry, the seed of the random number generator; the array
              elements must be between 0 and 4095, and ISEED(4) must be
              odd.
              On exit, the seed is updated.

    N

              N is INTEGER
              The number of random numbers to be generated.

    X

              X is COMPLEX*16 array, dimension (N)
              The generated random numbers.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      This routine calls the auxiliary routine DLARUV to generate random
      real numbers from a uniform (0,1) distribution, in batches of up to
      128 using vectorisable code. The Box-Muller method is used to
      transform numbers from a uniform to a normal distribution.

Definition at line 101 of file zlarnv.f.

  subroutine zlarrv (integer N, double precision VL, double precision VU, double precision, dimension( * ) D, double precision, dimension( * ) L, double precision PIVMIN, integer, dimension( * ) ISPLIT, integer M, integer DOL, integer DOU, double precision MINRGP, double precision RTOL1, double precision RTOL2, double precision, dimension( * ) W, double precision, dimension( * ) WERR, double precision, dimension( * ) WGAP, integer, dimension( * ) IBLOCK, integer, dimension( * ) INDEXW, double precision, dimension( * ) GERS, complex*16, dimension( ldz, * ) Z, integer LDZ, integer, dimension( * ) ISUPPZ, double precision, dimension( * ) WORK, integer, dimension( * ) IWORK, integer INFO)

ZLARRV computes the eigenvectors of the tridiagonal matrix T = L D LT given L, D and the eigenvalues of L D LT.

Purpose:

     ZLARRV computes the eigenvectors of the tridiagonal matrix
     T = L D L**T given L, D and APPROXIMATIONS to the eigenvalues of L D L**T.
     The input eigenvalues should have been computed by DLARRE.

Parameters:
    N

              N is INTEGER
              The order of the matrix.  N >= 0.

    VL

              VL is DOUBLE PRECISION
              Lower bound of the interval that contains the desired
              eigenvalues. VL < VU. Needed to compute gaps on the left or right
              end of the extremal eigenvalues in the desired RANGE.

    VU

              VU is DOUBLE PRECISION
              Upper bound of the interval that contains the desired
              eigenvalues. VL < VU. Needed to compute gaps on the left or right
              end of the extremal eigenvalues in the desired RANGE.

    D

              D is DOUBLE PRECISION array, dimension (N)
              On entry, the N diagonal elements of the diagonal matrix D.
              On exit, D may be overwritten.

    L

              L is DOUBLE PRECISION array, dimension (N)
              On entry, the (N-1) subdiagonal elements of the unit
              bidiagonal matrix L are in elements 1 to N-1 of L
              (if the matrix is not split.) At the end of each block
              is stored the corresponding shift as given by DLARRE.
              On exit, L is overwritten.

    PIVMIN

              PIVMIN is DOUBLE PRECISION
              The minimum pivot allowed in the Sturm sequence.

    ISPLIT

              ISPLIT is INTEGER array, dimension (N)
              The splitting points, at which T breaks up into blocks.
              The first block consists of rows/columns 1 to
              ISPLIT( 1 ), the second of rows/columns ISPLIT( 1 )+1
              through ISPLIT( 2 ), etc.

    M

              M is INTEGER
              The total number of input eigenvalues.  0 <= M <= N.

    DOL

              DOL is INTEGER

    DOU

              DOU is INTEGER
              If the user wants to compute only selected eigenvectors from all
              the eigenvalues supplied, he can specify an index range DOL:DOU.
              Or else the setting DOL=1, DOU=M should be applied.
              Note that DOL and DOU refer to the order in which the eigenvalues
              are stored in W.
              If the user wants to compute only selected eigenpairs, then
              the columns DOL-1 to DOU+1 of the eigenvector space Z contain the
              computed eigenvectors. All other columns of Z are set to zero.

    MINRGP

              MINRGP is DOUBLE PRECISION

    RTOL1

              RTOL1 is DOUBLE PRECISION

    RTOL2

              RTOL2 is DOUBLE PRECISION
               Parameters for bisection.
               An interval [LEFT,RIGHT] has converged if
               RIGHT-LEFT.LT.MAX( RTOL1*GAP, RTOL2*MAX(|LEFT|,|RIGHT|) )

    W

              W is DOUBLE PRECISION array, dimension (N)
              The first M elements of W contain the APPROXIMATE eigenvalues for
              which eigenvectors are to be computed.  The eigenvalues
              should be grouped by split-off block and ordered from
              smallest to largest within the block ( The output array
              W from DLARRE is expected here ). Furthermore, they are with
              respect to the shift of the corresponding root representation
              for their block. On exit, W holds the eigenvalues of the
              UNshifted matrix.

    WERR

              WERR is DOUBLE PRECISION array, dimension (N)
              The first M elements contain the semiwidth of the uncertainty
              interval of the corresponding eigenvalue in W

    WGAP

              WGAP is DOUBLE PRECISION array, dimension (N)
              The separation from the right neighbor eigenvalue in W.

    IBLOCK

              IBLOCK is INTEGER array, dimension (N)
              The indices of the blocks (submatrices) associated with the
              corresponding eigenvalues in W; IBLOCK(i)=1 if eigenvalue
              W(i) belongs to the first block from the top, =2 if W(i)
              belongs to the second block, etc.

    INDEXW

              INDEXW is INTEGER array, dimension (N)
              The indices of the eigenvalues within each block (submatrix);
              for example, INDEXW(i)= 10 and IBLOCK(i)=2 imply that the
              i-th eigenvalue W(i) is the 10-th eigenvalue in the second block.

    GERS

              GERS is DOUBLE PRECISION array, dimension (2*N)
              The N Gerschgorin intervals (the i-th Gerschgorin interval
              is (GERS(2*i-1), GERS(2*i)). The Gerschgorin intervals should
              be computed from the original UNshifted matrix.

    Z

              Z is COMPLEX*16 array, dimension (LDZ, max(1,M) )
              If INFO = 0, the first M columns of Z contain the
              orthonormal eigenvectors of the matrix T
              corresponding to the input eigenvalues, with the i-th
              column of Z holding the eigenvector associated with W(i).
              Note: the user must ensure that at least max(1,M) columns are
              supplied in the array Z.

    LDZ

              LDZ is INTEGER
              The leading dimension of the array Z.  LDZ >= 1, and if
              JOBZ = 'V', LDZ >= max(1,N).

    ISUPPZ

              ISUPPZ is INTEGER array, dimension ( 2*max(1,M) )
              The support of the eigenvectors in Z, i.e., the indices
              indicating the nonzero elements in Z. The I-th eigenvector
              is nonzero only in elements ISUPPZ( 2*I-1 ) through
              ISUPPZ( 2*I ).

    WORK

              WORK is DOUBLE PRECISION array, dimension (12*N)

    IWORK

              IWORK is INTEGER array, dimension (7*N)

    INFO

              INFO is INTEGER
              = 0:  successful exit
              > 0:  A problem occurred in ZLARRV.
              < 0:  One of the called subroutines signaled an internal problem.
                    Needs inspection of the corresponding parameter IINFO
                    for further information.
              =-1:  Problem in DLARRB when refining a child's eigenvalues.
              =-2:  Problem in DLARRF when computing the RRR of a child.
                    When a child is inside a tight cluster, it can be difficult
                    to find an RRR. A partial remedy from the user's point of
                    view is to make the parameter MINRGP smaller and recompile.
                    However, as the orthogonality of the computed vectors is
                    proportional to 1/MINRGP, the user should be aware that
                    he might be trading in precision when he decreases MINRGP.
              =-3:  Problem in DLARRB when refining a single eigenvalue
                    after the Rayleigh correction was rejected.
              = 5:  The Rayleigh Quotient Iteration failed to converge to
                    full accuracy in MAXITR steps.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2016

Contributors:
    Beresford Parlett, University of California, Berkeley, USA
     Jim Demmel, University of California, Berkeley, USA
     Inderjit Dhillon, University of Texas, Austin, USA
     Osni Marques, LBNL/NERSC, USA
     Christof Voemel, University of California, Berkeley, USA

Definition at line 288 of file zlarrv.f.

  subroutine zlartg (complex*16 F, complex*16 G, double precision CS, complex*16 SN, complex*16 R)

ZLARTG generates a plane rotation with real cosine and complex sine.

Purpose:

     ZLARTG generates a plane rotation so that
        [  CS  SN  ]     [ F ]     [ R ]
        [  __      ]  .  [   ]  =  [   ]   where CS**2 + |SN|**2 = 1.
        [ -SN  CS  ]     [ G ]     [ 0 ]
     This is a faster version of the BLAS1 routine ZROTG, except for
     the following differences:
        F and G are unchanged on return.
        If G=0, then CS=1 and SN=0.
        If F=0, then CS=0 and SN is chosen so that R is real.

Parameters:
    F

              F is COMPLEX*16
              The first component of vector to be rotated.

    G

              G is COMPLEX*16
              The second component of vector to be rotated.

    CS

              CS is DOUBLE PRECISION
              The cosine of the rotation.

    SN

              SN is COMPLEX*16
              The sine of the rotation.

    R

              R is COMPLEX*16
              The nonzero component of the rotated vector.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      3-5-96 - Modified with a new algorithm by W. Kahan and J. Demmel
      This version has a few statements commented out for thread safety
      (machine parameters are computed on each entry). 10 feb 03, SJH.

Definition at line 105 of file zlartg.f.

  subroutine zlartv (integer N, complex*16, dimension( * ) X, integer INCX, complex*16, dimension( * ) Y, integer INCY, double precision, dimension( * ) C, complex*16, dimension( * ) S, integer INCC)

ZLARTV applies a vector of plane rotations with real cosines and complex sines to the elements of a pair of vectors.

Purpose:

     ZLARTV applies a vector of complex plane rotations with real cosines
     to elements of the complex vectors x and y. For i = 1,2,...,n
        ( x(i) ) := (        c(i)   s(i) ) ( x(i) )
        ( y(i) )    ( -conjg(s(i))  c(i) ) ( y(i) )

Parameters:
    N

              N is INTEGER
              The number of plane rotations to be applied.

    X

              X is COMPLEX*16 array, dimension (1+(N-1)*INCX)
              The vector x.

    INCX

              INCX is INTEGER
              The increment between elements of X. INCX > 0.

    Y

              Y is COMPLEX*16 array, dimension (1+(N-1)*INCY)
              The vector y.

    INCY

              INCY is INTEGER
              The increment between elements of Y. INCY > 0.

    C

              C is DOUBLE PRECISION array, dimension (1+(N-1)*INCC)
              The cosines of the plane rotations.

    S

              S is COMPLEX*16 array, dimension (1+(N-1)*INCC)
              The sines of the plane rotations.

    INCC

              INCC is INTEGER
              The increment between elements of C and S. INCC > 0.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 109 of file zlartv.f.

  subroutine zlascl (character TYPE, integer KL, integer KU, double precision CFROM, double precision CTO, integer M, integer N, complex*16, dimension( lda, * ) A, integer LDA, integer INFO)

ZLASCL multiplies a general rectangular matrix by a real scalar defined as cto/cfrom.

Purpose:

     ZLASCL multiplies the M by N complex matrix A by the real scalar
     CTO/CFROM.  This is done without over/underflow as long as the final
     result CTO*A(I,J)/CFROM does not over/underflow. TYPE specifies that
     A may be full, upper triangular, lower triangular, upper Hessenberg,
     or banded.

Parameters:
    TYPE

              TYPE is CHARACTER*1
              TYPE indices the storage type of the input matrix.
              = 'G':  A is a full matrix.
              = 'L':  A is a lower triangular matrix.
              = 'U':  A is an upper triangular matrix.
              = 'H':  A is an upper Hessenberg matrix.
              = 'B':  A is a symmetric band matrix with lower bandwidth KL
                      and upper bandwidth KU and with the only the lower
                      half stored.
              = 'Q':  A is a symmetric band matrix with lower bandwidth KL
                      and upper bandwidth KU and with the only the upper
                      half stored.
              = 'Z':  A is a band matrix with lower bandwidth KL and upper
                      bandwidth KU. See ZGBTRF for storage details.

    KL

              KL is INTEGER
              The lower bandwidth of A.  Referenced only if TYPE = 'B',
              'Q' or 'Z'.

    KU

              KU is INTEGER
              The upper bandwidth of A.  Referenced only if TYPE = 'B',
              'Q' or 'Z'.

    CFROM

              CFROM is DOUBLE PRECISION

    CTO

              CTO is DOUBLE PRECISION
              The matrix A is multiplied by CTO/CFROM. A(I,J) is computed
              without over/underflow if the final result CTO*A(I,J)/CFROM
              can be represented without over/underflow.  CFROM must be
              nonzero.

    M

              M is INTEGER
              The number of rows of the matrix A.  M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix A.  N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The matrix to be multiplied by CTO/CFROM.  See TYPE for the
              storage type.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.
              If TYPE = 'G', 'L', 'U', 'H', LDA >= max(1,M);
                 TYPE = 'B', LDA >= KL+1;
                 TYPE = 'Q', LDA >= KU+1;
                 TYPE = 'Z', LDA >= 2*KL+KU+1.

    INFO

              INFO is INTEGER
              0  - successful exit
              <0 - if INFO = -i, the i-th argument had an illegal value.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2016

Definition at line 145 of file zlascl.f.

  subroutine zlaset (character UPLO, integer M, integer N, complex*16 ALPHA, complex*16 BETA, complex*16, dimension( lda, * ) A, integer LDA)

ZLASET initializes the off-diagonal elements and the diagonal elements of a matrix to given values.

Purpose:

     ZLASET initializes a 2-D array A to BETA on the diagonal and
     ALPHA on the offdiagonals.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies the part of the matrix A to be set.
              = 'U':      Upper triangular part is set. The lower triangle
                          is unchanged.
              = 'L':      Lower triangular part is set. The upper triangle
                          is unchanged.
              Otherwise:  All of the matrix A is set.

    M

              M is INTEGER
              On entry, M specifies the number of rows of A.

    N

              N is INTEGER
              On entry, N specifies the number of columns of A.

    ALPHA

              ALPHA is COMPLEX*16
              All the offdiagonal array elements are set to ALPHA.

    BETA

              BETA is COMPLEX*16
              All the diagonal array elements are set to BETA.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the m by n matrix A.
              On exit, A(i,j) = ALPHA, 1 <= i <= m, 1 <= j <= n, i.ne.j;
                       A(i,i) = BETA , 1 <= i <= min(m,n)

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,M).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 108 of file zlaset.f.

  subroutine zlasr (character SIDE, character PIVOT, character DIRECT, integer M, integer N, double precision, dimension( * ) C, double precision, dimension( * ) S, complex*16, dimension( lda, * ) A, integer LDA)

ZLASR applies a sequence of plane rotations to a general rectangular matrix.

Purpose:

     ZLASR applies a sequence of real plane rotations to a complex matrix
     A, from either the left or the right.
     When SIDE = 'L', the transformation takes the form
        A := P*A
     and when SIDE = 'R', the transformation takes the form
        A := A*P**T
     where P is an orthogonal matrix consisting of a sequence of z plane
     rotations, with z = M when SIDE = 'L' and z = N when SIDE = 'R',
     and P**T is the transpose of P.
     When DIRECT = 'F' (Forward sequence), then
        P = P(z-1) * ... * P(2) * P(1)
     and when DIRECT = 'B' (Backward sequence), then
        P = P(1) * P(2) * ... * P(z-1)
     where P(k) is a plane rotation matrix defined by the 2-by-2 rotation
        R(k) = (  c(k)  s(k) )
             = ( -s(k)  c(k) ).
     When PIVOT = 'V' (Variable pivot), the rotation is performed
     for the plane (k,k+1), i.e., P(k) has the form
        P(k) = (  1                                            )
               (       ...                                     )
               (              1                                )
               (                   c(k)  s(k)                  )
               (                  -s(k)  c(k)                  )
               (                                1              )
               (                                     ...       )
               (                                            1  )
     where R(k) appears as a rank-2 modification to the identity matrix in
     rows and columns k and k+1.
     When PIVOT = 'T' (Top pivot), the rotation is performed for the
     plane (1,k+1), so P(k) has the form
        P(k) = (  c(k)                    s(k)                 )
               (         1                                     )
               (              ...                              )
               (                     1                         )
               ( -s(k)                    c(k)                 )
               (                                 1             )
               (                                      ...      )
               (                                             1 )
     where R(k) appears in rows and columns 1 and k+1.
     Similarly, when PIVOT = 'B' (Bottom pivot), the rotation is
     performed for the plane (k,z), giving P(k) the form
        P(k) = ( 1                                             )
               (      ...                                      )
               (             1                                 )
               (                  c(k)                    s(k) )
               (                         1                     )
               (                              ...              )
               (                                     1         )
               (                 -s(k)                    c(k) )
     where R(k) appears in rows and columns k and z.  The rotations are
     performed without ever forming P(k) explicitly.

Parameters:
    SIDE

              SIDE is CHARACTER*1
              Specifies whether the plane rotation matrix P is applied to
              A on the left or the right.
              = 'L':  Left, compute A := P*A
              = 'R':  Right, compute A:= A*P**T

    PIVOT

              PIVOT is CHARACTER*1
              Specifies the plane for which P(k) is a plane rotation
              matrix.
              = 'V':  Variable pivot, the plane (k,k+1)
              = 'T':  Top pivot, the plane (1,k+1)
              = 'B':  Bottom pivot, the plane (k,z)

    DIRECT

              DIRECT is CHARACTER*1
              Specifies whether P is a forward or backward sequence of
              plane rotations.
              = 'F':  Forward, P = P(z-1)*...*P(2)*P(1)
              = 'B':  Backward, P = P(1)*P(2)*...*P(z-1)

    M

              M is INTEGER
              The number of rows of the matrix A.  If m <= 1, an immediate
              return is effected.

    N

              N is INTEGER
              The number of columns of the matrix A.  If n <= 1, an
              immediate return is effected.

    C

              C is DOUBLE PRECISION array, dimension
                      (M-1) if SIDE = 'L'
                      (N-1) if SIDE = 'R'
              The cosines c(k) of the plane rotations.

    S

              S is DOUBLE PRECISION array, dimension
                      (M-1) if SIDE = 'L'
                      (N-1) if SIDE = 'R'
              The sines s(k) of the plane rotations.  The 2-by-2 plane
              rotation part of the matrix P(k), R(k), has the form
              R(k) = (  c(k)  s(k) )
                     ( -s(k)  c(k) ).

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The M-by-N matrix A.  On exit, A is overwritten by P*A if
              SIDE = 'R' or by A*P**T if SIDE = 'L'.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,M).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 202 of file zlasr.f.

  subroutine zlassq (integer N, complex*16, dimension( * ) X, integer INCX, double precision SCALE, double precision SUMSQ)

ZLASSQ updates a sum of squares represented in scaled form.

Purpose:

     ZLASSQ returns the values scl and ssq such that
        ( scl**2 )*ssq = x( 1 )**2 +...+ x( n )**2 + ( scale**2 )*sumsq,
     where x( i ) = abs( X( 1 + ( i - 1 )*INCX ) ). The value of sumsq is
     assumed to be at least unity and the value of ssq will then satisfy
        1.0 .le. ssq .le. ( sumsq + 2*n ).
     scale is assumed to be non-negative and scl returns the value
        scl = max( scale, abs( real( x( i ) ) ), abs( aimag( x( i ) ) ) ),
               i
     scale and sumsq must be supplied in SCALE and SUMSQ respectively.
     SCALE and SUMSQ are overwritten by scl and ssq respectively.
     The routine makes only one pass through the vector X.

Parameters:
    N

              N is INTEGER
              The number of elements to be used from the vector X.

    X

              X is COMPLEX*16 array, dimension (N)
              The vector x as described above.
                 x( i )  = X( 1 + ( i - 1 )*INCX ), 1 <= i <= n.

    INCX

              INCX is INTEGER
              The increment between successive values of the vector X.
              INCX > 0.

    SCALE

              SCALE is DOUBLE PRECISION
              On entry, the value  scale  in the equation above.
              On exit, SCALE is overwritten with the value  scl .

    SUMSQ

              SUMSQ is DOUBLE PRECISION
              On entry, the value  sumsq  in the equation above.
              On exit, SUMSQ is overwritten with the value  ssq .

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 108 of file zlassq.f.

  subroutine zlaswp (integer N, complex*16, dimension( lda, * ) A, integer LDA, integer K1, integer K2, integer, dimension( * ) IPIV, integer INCX)

ZLASWP performs a series of row interchanges on a general rectangular matrix.

Purpose:

     ZLASWP performs a series of row interchanges on the matrix A.
     One row interchange is initiated for each of rows K1 through K2 of A.

Parameters:
    N

              N is INTEGER
              The number of columns of the matrix A.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the matrix of column dimension N to which the row
              interchanges will be applied.
              On exit, the permuted matrix.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.

    K1

              K1 is INTEGER
              The first element of IPIV for which a row interchange will
              be done.

    K2

              K2 is INTEGER
              (K2-K1+1) is the number of elements of IPIV for which a row
              interchange will be done.

    IPIV

              IPIV is INTEGER array, dimension (K1+(K2-K1)*abs(INCX))
              The vector of pivot indices. Only the elements in positions
              K1 through K1+(K2-K1)*abs(INCX) of IPIV are accessed.
              IPIV(K1+(K-K1)*abs(INCX)) = L implies rows K and L are to be
              interchanged.

    INCX

              INCX is INTEGER
              The increment between successive values of IPIV. If INCX
              is negative, the pivots are applied in reverse order.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2017

Further Details:

      Modified by
       R. C. Whaley, Computer Science Dept., Univ. of Tenn., Knoxville, USA

Definition at line 117 of file zlaswp.f.

  subroutine zlat2c (character UPLO, integer N, complex*16, dimension( lda, * ) A, integer LDA, complex, dimension( ldsa, * ) SA, integer LDSA, integer INFO)

ZLAT2C converts a double complex triangular matrix to a complex triangular matrix.

Purpose:

     ZLAT2C converts a COMPLEX*16 triangular matrix, SA, to a COMPLEX
     triangular matrix, A.
     RMAX is the overflow for the SINGLE PRECISION arithmetic
     ZLAT2C checks that all the entries of A are between -RMAX and
     RMAX. If not the conversion is aborted and a flag is raised.
     This is an auxiliary routine so there is no argument checking.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              = 'U':  A is upper triangular;
              = 'L':  A is lower triangular.

    N

              N is INTEGER
              The number of rows and columns of the matrix A.  N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the N-by-N triangular coefficient matrix A.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,N).

    SA

              SA is COMPLEX array, dimension (LDSA,N)
              Only the UPLO part of SA is referenced.  On exit, if INFO=0,
              the N-by-N coefficient matrix SA; if INFO>0, the content of
              the UPLO part of SA is unspecified.

    LDSA

              LDSA is INTEGER
              The leading dimension of the array SA.  LDSA >= max(1,M).

    INFO

              INFO is INTEGER
              = 0:  successful exit.
              = 1:  an entry of the matrix A is greater than the SINGLE
                    PRECISION overflow threshold, in this case, the content
                    of the UPLO part of SA in exit is unspecified.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 113 of file zlat2c.f.

  subroutine zlatbs (character UPLO, character TRANS, character DIAG, character NORMIN, integer N, integer KD, complex*16, dimension( ldab, * ) AB, integer LDAB, complex*16, dimension( * ) X, double precision SCALE, double precision, dimension( * ) CNORM, integer INFO)

ZLATBS solves a triangular banded system of equations.

Purpose:

     ZLATBS solves one of the triangular systems
        A * x = s*b,  A**T * x = s*b,  or  A**H * x = s*b,
     with scaling to prevent overflow, where A is an upper or lower
     triangular band matrix.  Here A**T denotes the transpose of A, x and b
     are n-element vectors, and s is a scaling factor, usually less than
     or equal to 1, chosen so that the components of x will be less than
     the overflow threshold.  If the unscaled problem will not cause
     overflow, the Level 2 BLAS routine ZTBSV is called.  If the matrix A
     is singular (A(j,j) = 0 for some j), then s is set to 0 and a
     non-trivial solution to A*x = 0 is returned.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the matrix A is upper or lower triangular.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    TRANS

              TRANS is CHARACTER*1
              Specifies the operation applied to A.
              = 'N':  Solve A * x = s*b     (No transpose)
              = 'T':  Solve A**T * x = s*b  (Transpose)
              = 'C':  Solve A**H * x = s*b  (Conjugate transpose)

    DIAG

              DIAG is CHARACTER*1
              Specifies whether or not the matrix A is unit triangular.
              = 'N':  Non-unit triangular
              = 'U':  Unit triangular

    NORMIN

              NORMIN is CHARACTER*1
              Specifies whether CNORM has been set or not.
              = 'Y':  CNORM contains the column norms on entry
              = 'N':  CNORM is not set on entry.  On exit, the norms will
                      be computed and stored in CNORM.

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    KD

              KD is INTEGER
              The number of subdiagonals or superdiagonals in the
              triangular matrix A.  KD >= 0.

    AB

              AB is COMPLEX*16 array, dimension (LDAB,N)
              The upper or lower triangular band matrix A, stored in the
              first KD+1 rows of the array. The j-th column of A is stored
              in the j-th column of the array AB as follows:
              if UPLO = 'U', AB(kd+1+i-j,j) = A(i,j) for max(1,j-kd)<=i<=j;
              if UPLO = 'L', AB(1+i-j,j)    = A(i,j) for j<=i<=min(n,j+kd).

    LDAB

              LDAB is INTEGER
              The leading dimension of the array AB.  LDAB >= KD+1.

    X

              X is COMPLEX*16 array, dimension (N)
              On entry, the right hand side b of the triangular system.
              On exit, X is overwritten by the solution vector x.

    SCALE

              SCALE is DOUBLE PRECISION
              The scaling factor s for the triangular system
                 A * x = s*b,  A**T * x = s*b,  or  A**H * x = s*b.
              If SCALE = 0, the matrix A is singular or badly scaled, and
              the vector x is an exact or approximate solution to A*x = 0.

    CNORM

              CNORM is DOUBLE PRECISION array, dimension (N)
              If NORMIN = 'Y', CNORM is an input argument and CNORM(j)
              contains the norm of the off-diagonal part of the j-th column
              of A.  If TRANS = 'N', CNORM(j) must be greater than or equal
              to the infinity-norm, and if TRANS = 'T' or 'C', CNORM(j)
              must be greater than or equal to the 1-norm.
              If NORMIN = 'N', CNORM is an output argument and CNORM(j)
              returns the 1-norm of the offdiagonal part of the j-th column
              of A.

    INFO

              INFO is INTEGER
              = 0:  successful exit
              < 0:  if INFO = -k, the k-th argument had an illegal value

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    November 2017

Further Details:

      A rough bound on x is computed; if that is less than overflow, ZTBSV
      is called, otherwise, specific code is used which checks for possible
      overflow or divide-by-zero at every operation.
      A columnwise scheme is used for solving A*x = b.  The basic algorithm
      if A is lower triangular is
           x[1:n] := b[1:n]
           for j = 1, ..., n
                x(j) := x(j) / A(j,j)
                x[j+1:n] := x[j+1:n] - x(j) * A[j+1:n,j]
           end
      Define bounds on the components of x after j iterations of the loop:
         M(j) = bound on x[1:j]
         G(j) = bound on x[j+1:n]
      Initially, let M(0) = 0 and G(0) = max{x(i), i=1,...,n}.
      Then for iteration j+1 we have
         M(j+1) <= G(j) / | A(j+1,j+1) |
         G(j+1) <= G(j) + M(j+1) * | A[j+2:n,j+1] |
                <= G(j) ( 1 + CNORM(j+1) / | A(j+1,j+1) | )
      where CNORM(j+1) is greater than or equal to the infinity-norm of
      column j+1 of A, not counting the diagonal.  Hence
         G(j) <= G(0) product ( 1 + CNORM(i) / | A(i,i) | )
                      1<=i<=j
      and
         |x(j)| <= ( G(0) / |A(j,j)| ) product ( 1 + CNORM(i) / |A(i,i)| )
                                       1<=i< j
      Since |x(j)| <= M(j), we use the Level 2 BLAS routine ZTBSV if the
      reciprocal of the largest M(j), j=1,..,n, is larger than
      max(underflow, 1/overflow).
      The bound on x(j) is also used to determine when a step in the
      columnwise method can be performed without fear of overflow.  If
      the computed bound is greater than a large constant, x is scaled to
      prevent overflow, but if the bound overflows, x is set to 0, x(j) to
      1, and scale to 0, and a non-trivial solution to A*x = 0 is found.
      Similarly, a row-wise scheme is used to solve A**T *x = b  or
      A**H *x = b.  The basic algorithm for A upper triangular is
           for j = 1, ..., n
                x(j) := ( b(j) - A[1:j-1,j]' * x[1:j-1] ) / A(j,j)
           end
      We simultaneously compute two bounds
           G(j) = bound on ( b(i) - A[1:i-1,i]' * x[1:i-1] ), 1<=i<=j
           M(j) = bound on x(i), 1<=i<=j
      The initial values are G(0) = 0, M(0) = max{b(i), i=1,..,n}, and we
      add the constraint G(j) >= G(j-1) and M(j) >= M(j-1) for j >= 1.
      Then the bound on x(j) is
           M(j) <= M(j-1) * ( 1 + CNORM(j) ) / | A(j,j) |
                <= M(0) * product ( ( 1 + CNORM(i) ) / |A(i,i)| )
                          1<=i<=j
      and we can safely call ZTBSV if 1/M(n) and 1/G(n) are both greater
      than max(underflow, 1/overflow).

Definition at line 245 of file zlatbs.f.

  subroutine zlatdf (integer IJOB, integer N, complex*16, dimension( ldz, * ) Z, integer LDZ, complex*16, dimension( * ) RHS, double precision RDSUM, double precision RDSCAL, integer, dimension( * ) IPIV, integer, dimension( * ) JPIV)

ZLATDF uses the LU factorization of the n-by-n matrix computed by sgetc2 and computes a contribution to the reciprocal Dif-estimate.

Purpose:

     ZLATDF computes the contribution to the reciprocal Dif-estimate
     by solving for x in Z * x = b, where b is chosen such that the norm
     of x is as large as possible. It is assumed that LU decomposition
     of Z has been computed by ZGETC2. On entry RHS = f holds the
     contribution from earlier solved sub-systems, and on return RHS = x.
     The factorization of Z returned by ZGETC2 has the form
     Z = P * L * U * Q, where P and Q are permutation matrices. L is lower
     triangular with unit diagonal elements and U is upper triangular.

Parameters:
    IJOB

              IJOB is INTEGER
              IJOB = 2: First compute an approximative null-vector e
                  of Z using ZGECON, e is normalized and solve for
                  Zx = +-e - f with the sign giving the greater value of
                  2-norm(x).  About 5 times as expensive as Default.
              IJOB .ne. 2: Local look ahead strategy where
                  all entries of the r.h.s. b is chosen as either +1 or
                  -1.  Default.

    N

              N is INTEGER
              The number of columns of the matrix Z.

    Z

              Z is COMPLEX*16 array, dimension (LDZ, N)
              On entry, the LU part of the factorization of the n-by-n
              matrix Z computed by ZGETC2:  Z = P * L * U * Q

    LDZ

              LDZ is INTEGER
              The leading dimension of the array Z.  LDA >= max(1, N).

    RHS

              RHS is COMPLEX*16 array, dimension (N).
              On entry, RHS contains contributions from other subsystems.
              On exit, RHS contains the solution of the subsystem with
              entries according to the value of IJOB (see above).

    RDSUM

              RDSUM is DOUBLE PRECISION
              On entry, the sum of squares of computed contributions to
              the Dif-estimate under computation by ZTGSYL, where the
              scaling factor RDSCAL (see below) has been factored out.
              On exit, the corresponding sum of squares updated with the
              contributions from the current sub-system.
              If TRANS = 'T' RDSUM is not touched.
              NOTE: RDSUM only makes sense when ZTGSY2 is called by CTGSYL.

    RDSCAL

              RDSCAL is DOUBLE PRECISION
              On entry, scaling factor used to prevent overflow in RDSUM.
              On exit, RDSCAL is updated w.r.t. the current contributions
              in RDSUM.
              If TRANS = 'T', RDSCAL is not touched.
              NOTE: RDSCAL only makes sense when ZTGSY2 is called by
              ZTGSYL.

    IPIV

              IPIV is INTEGER array, dimension (N).
              The pivot indices; for 1 <= i <= N, row i of the
              matrix has been interchanged with row IPIV(i).

    JPIV

              JPIV is INTEGER array, dimension (N).
              The pivot indices; for 1 <= j <= N, column j of the
              matrix has been interchanged with column JPIV(j).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    June 2016

Further Details:
    This routine is a further developed implementation of algorithm BSOLVE in [1] using complete pivoting in the LU factorization.

Contributors:
    Bo Kagstrom and Peter Poromaa, Department of Computing Science, Umea University, S-901 87 Umea, Sweden.

References:
    [1] Bo Kagstrom and Lars Westin, Generalized Schur Methods with Condition Estimators for Solving the Generalized Sylvester Equation, IEEE Transactions on Automatic Control, Vol. 34, No. 7, July 1989, pp 745-751.
     [2] Peter Poromaa, On Efficient and Robust Estimators for the Separation between two Regular Matrix Pairs with Applications in Condition Estimation. Report UMINF-95.05, Department of Computing Science, Umea University, S-901 87 Umea, Sweden,

    1995.

Definition at line 171 of file zlatdf.f.

  subroutine zlatps (character UPLO, character TRANS, character DIAG, character NORMIN, integer N, complex*16, dimension( * ) AP, complex*16, dimension( * ) X, double precision SCALE, double precision, dimension( * ) CNORM, integer INFO)

ZLATPS solves a triangular system of equations with the matrix held in packed storage.

Purpose:

     ZLATPS solves one of the triangular systems
        A * x = s*b,  A**T * x = s*b,  or  A**H * x = s*b,
     with scaling to prevent overflow, where A is an upper or lower
     triangular matrix stored in packed form.  Here A**T denotes the
     transpose of A, A**H denotes the conjugate transpose of A, x and b
     are n-element vectors, and s is a scaling factor, usually less than
     or equal to 1, chosen so that the components of x will be less than
     the overflow threshold.  If the unscaled problem will not cause
     overflow, the Level 2 BLAS routine ZTPSV is called. If the matrix A
     is singular (A(j,j) = 0 for some j), then s is set to 0 and a
     non-trivial solution to A*x = 0 is returned.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the matrix A is upper or lower triangular.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    TRANS

              TRANS is CHARACTER*1
              Specifies the operation applied to A.
              = 'N':  Solve A * x = s*b     (No transpose)
              = 'T':  Solve A**T * x = s*b  (Transpose)
              = 'C':  Solve A**H * x = s*b  (Conjugate transpose)

    DIAG

              DIAG is CHARACTER*1
              Specifies whether or not the matrix A is unit triangular.
              = 'N':  Non-unit triangular
              = 'U':  Unit triangular

    NORMIN

              NORMIN is CHARACTER*1
              Specifies whether CNORM has been set or not.
              = 'Y':  CNORM contains the column norms on entry
              = 'N':  CNORM is not set on entry.  On exit, the norms will
                      be computed and stored in CNORM.

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    AP

              AP is COMPLEX*16 array, dimension (N*(N+1)/2)
              The upper or lower triangular matrix A, packed columnwise in
              a linear array.  The j-th column of A is stored in the array
              AP as follows:
              if UPLO = 'U', AP(i + (j-1)*j/2) = A(i,j) for 1<=i<=j;
              if UPLO = 'L', AP(i + (j-1)*(2n-j)/2) = A(i,j) for j<=i<=n.

    X

              X is COMPLEX*16 array, dimension (N)
              On entry, the right hand side b of the triangular system.
              On exit, X is overwritten by the solution vector x.

    SCALE

              SCALE is DOUBLE PRECISION
              The scaling factor s for the triangular system
                 A * x = s*b,  A**T * x = s*b,  or  A**H * x = s*b.
              If SCALE = 0, the matrix A is singular or badly scaled, and
              the vector x is an exact or approximate solution to A*x = 0.

    CNORM

              CNORM is DOUBLE PRECISION array, dimension (N)
              If NORMIN = 'Y', CNORM is an input argument and CNORM(j)
              contains the norm of the off-diagonal part of the j-th column
              of A.  If TRANS = 'N', CNORM(j) must be greater than or equal
              to the infinity-norm, and if TRANS = 'T' or 'C', CNORM(j)
              must be greater than or equal to the 1-norm.
              If NORMIN = 'N', CNORM is an output argument and CNORM(j)
              returns the 1-norm of the offdiagonal part of the j-th column
              of A.

    INFO

              INFO is INTEGER
              = 0:  successful exit
              < 0:  if INFO = -k, the k-th argument had an illegal value

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    November 2017

Further Details:

      A rough bound on x is computed; if that is less than overflow, ZTPSV
      is called, otherwise, specific code is used which checks for possible
      overflow or divide-by-zero at every operation.
      A columnwise scheme is used for solving A*x = b.  The basic algorithm
      if A is lower triangular is
           x[1:n] := b[1:n]
           for j = 1, ..., n
                x(j) := x(j) / A(j,j)
                x[j+1:n] := x[j+1:n] - x(j) * A[j+1:n,j]
           end
      Define bounds on the components of x after j iterations of the loop:
         M(j) = bound on x[1:j]
         G(j) = bound on x[j+1:n]
      Initially, let M(0) = 0 and G(0) = max{x(i), i=1,...,n}.
      Then for iteration j+1 we have
         M(j+1) <= G(j) / | A(j+1,j+1) |
         G(j+1) <= G(j) + M(j+1) * | A[j+2:n,j+1] |
                <= G(j) ( 1 + CNORM(j+1) / | A(j+1,j+1) | )
      where CNORM(j+1) is greater than or equal to the infinity-norm of
      column j+1 of A, not counting the diagonal.  Hence
         G(j) <= G(0) product ( 1 + CNORM(i) / | A(i,i) | )
                      1<=i<=j
      and
         |x(j)| <= ( G(0) / |A(j,j)| ) product ( 1 + CNORM(i) / |A(i,i)| )
                                       1<=i< j
      Since |x(j)| <= M(j), we use the Level 2 BLAS routine ZTPSV if the
      reciprocal of the largest M(j), j=1,..,n, is larger than
      max(underflow, 1/overflow).
      The bound on x(j) is also used to determine when a step in the
      columnwise method can be performed without fear of overflow.  If
      the computed bound is greater than a large constant, x is scaled to
      prevent overflow, but if the bound overflows, x is set to 0, x(j) to
      1, and scale to 0, and a non-trivial solution to A*x = 0 is found.
      Similarly, a row-wise scheme is used to solve A**T *x = b  or
      A**H *x = b.  The basic algorithm for A upper triangular is
           for j = 1, ..., n
                x(j) := ( b(j) - A[1:j-1,j]' * x[1:j-1] ) / A(j,j)
           end
      We simultaneously compute two bounds
           G(j) = bound on ( b(i) - A[1:i-1,i]' * x[1:i-1] ), 1<=i<=j
           M(j) = bound on x(i), 1<=i<=j
      The initial values are G(0) = 0, M(0) = max{b(i), i=1,..,n}, and we
      add the constraint G(j) >= G(j-1) and M(j) >= M(j-1) for j >= 1.
      Then the bound on x(j) is
           M(j) <= M(j-1) * ( 1 + CNORM(j) ) / | A(j,j) |
                <= M(0) * product ( ( 1 + CNORM(i) ) / |A(i,i)| )
                          1<=i<=j
      and we can safely call ZTPSV if 1/M(n) and 1/G(n) are both greater
      than max(underflow, 1/overflow).

Definition at line 233 of file zlatps.f.

  subroutine zlatrd (character UPLO, integer N, integer NB, complex*16, dimension( lda, * ) A, integer LDA, double precision, dimension( * ) E, complex*16, dimension( * ) TAU, complex*16, dimension( ldw, * ) W, integer LDW)

ZLATRD reduces the first nb rows and columns of a symmetric/Hermitian matrix A to real tridiagonal form by an unitary similarity transformation.

Purpose:

     ZLATRD reduces NB rows and columns of a complex Hermitian matrix A to
     Hermitian tridiagonal form by a unitary similarity
     transformation Q**H * A * Q, and returns the matrices V and W which are
     needed to apply the transformation to the unreduced part of A.
     If UPLO = 'U', ZLATRD reduces the last NB rows and columns of a
     matrix, of which the upper triangle is supplied;
     if UPLO = 'L', ZLATRD reduces the first NB rows and columns of a
     matrix, of which the lower triangle is supplied.
     This is an auxiliary routine called by ZHETRD.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the upper or lower triangular part of the
              Hermitian matrix A is stored:
              = 'U': Upper triangular
              = 'L': Lower triangular

    N

              N is INTEGER
              The order of the matrix A.

    NB

              NB is INTEGER
              The number of rows and columns to be reduced.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the Hermitian matrix A.  If UPLO = 'U', the leading
              n-by-n upper triangular part of A contains the upper
              triangular part of the matrix A, and the strictly lower
              triangular part of A is not referenced.  If UPLO = 'L', the
              leading n-by-n lower triangular part of A contains the lower
              triangular part of the matrix A, and the strictly upper
              triangular part of A is not referenced.
              On exit:
              if UPLO = 'U', the last NB columns have been reduced to
                tridiagonal form, with the diagonal elements overwriting
                the diagonal elements of A; the elements above the diagonal
                with the array TAU, represent the unitary matrix Q as a
                product of elementary reflectors;
              if UPLO = 'L', the first NB columns have been reduced to
                tridiagonal form, with the diagonal elements overwriting
                the diagonal elements of A; the elements below the diagonal
                with the array TAU, represent the  unitary matrix Q as a
                product of elementary reflectors.
              See Further Details.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,N).

    E

              E is DOUBLE PRECISION array, dimension (N-1)
              If UPLO = 'U', E(n-nb:n-1) contains the superdiagonal
              elements of the last NB columns of the reduced matrix;
              if UPLO = 'L', E(1:nb) contains the subdiagonal elements of
              the first NB columns of the reduced matrix.

    TAU

              TAU is COMPLEX*16 array, dimension (N-1)
              The scalar factors of the elementary reflectors, stored in
              TAU(n-nb:n-1) if UPLO = 'U', and in TAU(1:nb) if UPLO = 'L'.
              See Further Details.

    W

              W is COMPLEX*16 array, dimension (LDW,NB)
              The n-by-nb matrix W required to update the unreduced part
              of A.

    LDW

              LDW is INTEGER
              The leading dimension of the array W. LDW >= max(1,N).

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      If UPLO = 'U', the matrix Q is represented as a product of elementary
      reflectors
         Q = H(n) H(n-1) . . . H(n-nb+1).
      Each H(i) has the form
         H(i) = I - tau * v * v**H
      where tau is a complex scalar, and v is a complex vector with
      v(i:n) = 0 and v(i-1) = 1; v(1:i-1) is stored on exit in A(1:i-1,i),
      and tau in TAU(i-1).
      If UPLO = 'L', the matrix Q is represented as a product of elementary
      reflectors
         Q = H(1) H(2) . . . H(nb).
      Each H(i) has the form
         H(i) = I - tau * v * v**H
      where tau is a complex scalar, and v is a complex vector with
      v(1:i) = 0 and v(i+1) = 1; v(i+1:n) is stored on exit in A(i+1:n,i),
      and tau in TAU(i).
      The elements of the vectors v together form the n-by-nb matrix V
      which is needed, with W, to apply the transformation to the unreduced
      part of the matrix, using a Hermitian rank-2k update of the form:
      A := A - V*W**H - W*V**H.
      The contents of A on exit are illustrated by the following examples
      with n = 5 and nb = 2:
      if UPLO = 'U':                       if UPLO = 'L':
        (  a   a   a   v4  v5 )              (  d                  )
        (      a   a   v4  v5 )              (  1   d              )
        (          a   1   v5 )              (  v1  1   a          )
        (              d   1  )              (  v1  v2  a   a      )
        (                  d  )              (  v1  v2  a   a   a  )
      where d denotes a diagonal element of the reduced matrix, a denotes
      an element of the original matrix that is unchanged, and vi denotes
      an element of the vector defining H(i).

Definition at line 201 of file zlatrd.f.

  subroutine zlatrs (character UPLO, character TRANS, character DIAG, character NORMIN, integer N, complex*16, dimension( lda, * ) A, integer LDA, complex*16, dimension( * ) X, double precision SCALE, double precision, dimension( * ) CNORM, integer INFO)

ZLATRS solves a triangular system of equations with the scale factor set to prevent overflow.

Purpose:

     ZLATRS solves one of the triangular systems
        A * x = s*b,  A**T * x = s*b,  or  A**H * x = s*b,
     with scaling to prevent overflow.  Here A is an upper or lower
     triangular matrix, A**T denotes the transpose of A, A**H denotes the
     conjugate transpose of A, x and b are n-element vectors, and s is a
     scaling factor, usually less than or equal to 1, chosen so that the
     components of x will be less than the overflow threshold.  If the
     unscaled problem will not cause overflow, the Level 2 BLAS routine
     ZTRSV is called. If the matrix A is singular (A(j,j) = 0 for some j),
     then s is set to 0 and a non-trivial solution to A*x = 0 is returned.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the matrix A is upper or lower triangular.
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    TRANS

              TRANS is CHARACTER*1
              Specifies the operation applied to A.
              = 'N':  Solve A * x = s*b     (No transpose)
              = 'T':  Solve A**T * x = s*b  (Transpose)
              = 'C':  Solve A**H * x = s*b  (Conjugate transpose)

    DIAG

              DIAG is CHARACTER*1
              Specifies whether or not the matrix A is unit triangular.
              = 'N':  Non-unit triangular
              = 'U':  Unit triangular

    NORMIN

              NORMIN is CHARACTER*1
              Specifies whether CNORM has been set or not.
              = 'Y':  CNORM contains the column norms on entry
              = 'N':  CNORM is not set on entry.  On exit, the norms will
                      be computed and stored in CNORM.

    N

              N is INTEGER
              The order of the matrix A.  N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              The triangular matrix A.  If UPLO = 'U', the leading n by n
              upper triangular part of the array A contains the upper
              triangular matrix, and the strictly lower triangular part of
              A is not referenced.  If UPLO = 'L', the leading n by n lower
              triangular part of the array A contains the lower triangular
              matrix, and the strictly upper triangular part of A is not
              referenced.  If DIAG = 'U', the diagonal elements of A are
              also not referenced and are assumed to be 1.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max (1,N).

    X

              X is COMPLEX*16 array, dimension (N)
              On entry, the right hand side b of the triangular system.
              On exit, X is overwritten by the solution vector x.

    SCALE

              SCALE is DOUBLE PRECISION
              The scaling factor s for the triangular system
                 A * x = s*b,  A**T * x = s*b,  or  A**H * x = s*b.
              If SCALE = 0, the matrix A is singular or badly scaled, and
              the vector x is an exact or approximate solution to A*x = 0.

    CNORM

              CNORM is DOUBLE PRECISION array, dimension (N)
              If NORMIN = 'Y', CNORM is an input argument and CNORM(j)
              contains the norm of the off-diagonal part of the j-th column
              of A.  If TRANS = 'N', CNORM(j) must be greater than or equal
              to the infinity-norm, and if TRANS = 'T' or 'C', CNORM(j)
              must be greater than or equal to the 1-norm.
              If NORMIN = 'N', CNORM is an output argument and CNORM(j)
              returns the 1-norm of the offdiagonal part of the j-th column
              of A.

    INFO

              INFO is INTEGER
              = 0:  successful exit
              < 0:  if INFO = -k, the k-th argument had an illegal value

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    November 2017

Further Details:

      A rough bound on x is computed; if that is less than overflow, ZTRSV
      is called, otherwise, specific code is used which checks for possible
      overflow or divide-by-zero at every operation.
      A columnwise scheme is used for solving A*x = b.  The basic algorithm
      if A is lower triangular is
           x[1:n] := b[1:n]
           for j = 1, ..., n
                x(j) := x(j) / A(j,j)
                x[j+1:n] := x[j+1:n] - x(j) * A[j+1:n,j]
           end
      Define bounds on the components of x after j iterations of the loop:
         M(j) = bound on x[1:j]
         G(j) = bound on x[j+1:n]
      Initially, let M(0) = 0 and G(0) = max{x(i), i=1,...,n}.
      Then for iteration j+1 we have
         M(j+1) <= G(j) / | A(j+1,j+1) |
         G(j+1) <= G(j) + M(j+1) * | A[j+2:n,j+1] |
                <= G(j) ( 1 + CNORM(j+1) / | A(j+1,j+1) | )
      where CNORM(j+1) is greater than or equal to the infinity-norm of
      column j+1 of A, not counting the diagonal.  Hence
         G(j) <= G(0) product ( 1 + CNORM(i) / | A(i,i) | )
                      1<=i<=j
      and
         |x(j)| <= ( G(0) / |A(j,j)| ) product ( 1 + CNORM(i) / |A(i,i)| )
                                       1<=i< j
      Since |x(j)| <= M(j), we use the Level 2 BLAS routine ZTRSV if the
      reciprocal of the largest M(j), j=1,..,n, is larger than
      max(underflow, 1/overflow).
      The bound on x(j) is also used to determine when a step in the
      columnwise method can be performed without fear of overflow.  If
      the computed bound is greater than a large constant, x is scaled to
      prevent overflow, but if the bound overflows, x is set to 0, x(j) to
      1, and scale to 0, and a non-trivial solution to A*x = 0 is found.
      Similarly, a row-wise scheme is used to solve A**T *x = b  or
      A**H *x = b.  The basic algorithm for A upper triangular is
           for j = 1, ..., n
                x(j) := ( b(j) - A[1:j-1,j]' * x[1:j-1] ) / A(j,j)
           end
      We simultaneously compute two bounds
           G(j) = bound on ( b(i) - A[1:i-1,i]' * x[1:i-1] ), 1<=i<=j
           M(j) = bound on x(i), 1<=i<=j
      The initial values are G(0) = 0, M(0) = max{b(i), i=1,..,n}, and we
      add the constraint G(j) >= G(j-1) and M(j) >= M(j-1) for j >= 1.
      Then the bound on x(j) is
           M(j) <= M(j-1) * ( 1 + CNORM(j) ) / | A(j,j) |
                <= M(0) * product ( ( 1 + CNORM(i) ) / |A(i,i)| )
                          1<=i<=j
      and we can safely call ZTRSV if 1/M(n) and 1/G(n) are both greater
      than max(underflow, 1/overflow).

Definition at line 241 of file zlatrs.f.

  subroutine zlauu2 (character UPLO, integer N, complex*16, dimension( lda, * ) A, integer LDA, integer INFO)

ZLAUU2 computes the product UUH or LHL, where U and L are upper or lower triangular matrices (unblocked algorithm).

Purpose:

     ZLAUU2 computes the product U * U**H or L**H * L, where the triangular
     factor U or L is stored in the upper or lower triangular part of
     the array A.
     If UPLO = 'U' or 'u' then the upper triangle of the result is stored,
     overwriting the factor U in A.
     If UPLO = 'L' or 'l' then the lower triangle of the result is stored,
     overwriting the factor L in A.
     This is the unblocked form of the algorithm, calling Level 2 BLAS.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the triangular factor stored in the array A
              is upper or lower triangular:
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    N

              N is INTEGER
              The order of the triangular factor U or L.  N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the triangular factor U or L.
              On exit, if UPLO = 'U', the upper triangle of A is
              overwritten with the upper triangle of the product U * U**H;
              if UPLO = 'L', the lower triangle of A is overwritten with
              the lower triangle of the product L**H * L.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,N).

    INFO

              INFO is INTEGER
              = 0: successful exit
              < 0: if INFO = -k, the k-th argument had an illegal value

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 104 of file zlauu2.f.

  subroutine zlauum (character UPLO, integer N, complex*16, dimension( lda, * ) A, integer LDA, integer INFO)

ZLAUUM computes the product UUH or LHL, where U and L are upper or lower triangular matrices (blocked algorithm).

Purpose:

     ZLAUUM computes the product U * U**H or L**H * L, where the triangular
     factor U or L is stored in the upper or lower triangular part of
     the array A.
     If UPLO = 'U' or 'u' then the upper triangle of the result is stored,
     overwriting the factor U in A.
     If UPLO = 'L' or 'l' then the lower triangle of the result is stored,
     overwriting the factor L in A.
     This is the blocked form of the algorithm, calling Level 3 BLAS.

Parameters:
    UPLO

              UPLO is CHARACTER*1
              Specifies whether the triangular factor stored in the array A
              is upper or lower triangular:
              = 'U':  Upper triangular
              = 'L':  Lower triangular

    N

              N is INTEGER
              The order of the triangular factor U or L.  N >= 0.

    A

              A is COMPLEX*16 array, dimension (LDA,N)
              On entry, the triangular factor U or L.
              On exit, if UPLO = 'U', the upper triangle of A is
              overwritten with the upper triangle of the product U * U**H;
              if UPLO = 'L', the lower triangle of A is overwritten with
              the lower triangle of the product L**H * L.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.  LDA >= max(1,N).

    INFO

              INFO is INTEGER
              = 0: successful exit
              < 0: if INFO = -k, the k-th argument had an illegal value

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 104 of file zlauum.f.

  subroutine zrot (integer N, complex*16, dimension( * ) CX, integer INCX, complex*16, dimension( * ) CY, integer INCY, double precision C, complex*16 S)

ZROT applies a plane rotation with real cosine and complex sine to a pair of complex vectors.

Purpose:

     ZROT   applies a plane rotation, where the cos (C) is real and the
     sin (S) is complex, and the vectors CX and CY are complex.

Parameters:
    N

              N is INTEGER
              The number of elements in the vectors CX and CY.

    CX

              CX is COMPLEX*16 array, dimension (N)
              On input, the vector X.
              On output, CX is overwritten with C*X + S*Y.

    INCX

              INCX is INTEGER
              The increment between successive values of CY.  INCX <> 0.

    CY

              CY is COMPLEX*16 array, dimension (N)
              On input, the vector Y.
              On output, CY is overwritten with -CONJG(S)*X + C*Y.

    INCY

              INCY is INTEGER
              The increment between successive values of CY.  INCX <> 0.

    C

              C is DOUBLE PRECISION

    S

              S is COMPLEX*16
              C and S define a rotation
                 [  C          S  ]
                 [ -conjg(S)   C  ]
              where C*C + S*CONJG(S) = 1.0.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 105 of file zrot.f.

  subroutine zspmv (character UPLO, integer N, complex*16 ALPHA, complex*16, dimension( * ) AP, complex*16, dimension( * ) X, integer INCX, complex*16 BETA, complex*16, dimension( * ) Y, integer INCY)

ZSPMV computes a matrix-vector product for complex vectors using a complex symmetric packed matrix

Purpose:

     ZSPMV  performs the matrix-vector operation
        y := alpha*A*x + beta*y,
     where alpha and beta are scalars, x and y are n element vectors and
     A is an n by n symmetric matrix, supplied in packed form.

Parameters:
    UPLO

              UPLO is CHARACTER*1
               On entry, UPLO specifies whether the upper or lower
               triangular part of the matrix A is supplied in the packed
               array AP as follows:
                  UPLO = 'U' or 'u'   The upper triangular part of A is
                                      supplied in AP.
                  UPLO = 'L' or 'l'   The lower triangular part of A is
                                      supplied in AP.
               Unchanged on exit.

    N

              N is INTEGER
               On entry, N specifies the order of the matrix A.
               N must be at least zero.
               Unchanged on exit.

    ALPHA

              ALPHA is COMPLEX*16
               On entry, ALPHA specifies the scalar alpha.
               Unchanged on exit.

    AP

              AP is COMPLEX*16 array, dimension at least
               ( ( N*( N + 1 ) )/2 ).
               Before entry, with UPLO = 'U' or 'u', the array AP must
               contain the upper triangular part of the symmetric matrix
               packed sequentially, column by column, so that AP( 1 )
               contains a( 1, 1 ), AP( 2 ) and AP( 3 ) contain a( 1, 2 )
               and a( 2, 2 ) respectively, and so on.
               Before entry, with UPLO = 'L' or 'l', the array AP must
               contain the lower triangular part of the symmetric matrix
               packed sequentially, column by column, so that AP( 1 )
               contains a( 1, 1 ), AP( 2 ) and AP( 3 ) contain a( 2, 1 )
               and a( 3, 1 ) respectively, and so on.
               Unchanged on exit.

    X

              X is COMPLEX*16 array, dimension at least
               ( 1 + ( N - 1 )*abs( INCX ) ).
               Before entry, the incremented array X must contain the N-
               element vector x.
               Unchanged on exit.

    INCX

              INCX is INTEGER
               On entry, INCX specifies the increment for the elements of
               X. INCX must not be zero.
               Unchanged on exit.

    BETA

              BETA is COMPLEX*16
               On entry, BETA specifies the scalar beta. When BETA is
               supplied as zero then Y need not be set on input.
               Unchanged on exit.

    Y

              Y is COMPLEX*16 array, dimension at least
               ( 1 + ( N - 1 )*abs( INCY ) ).
               Before entry, the incremented array Y must contain the n
               element vector y. On exit, Y is overwritten by the updated
               vector y.

    INCY

              INCY is INTEGER
               On entry, INCY specifies the increment for the elements of
               Y. INCY must not be zero.
               Unchanged on exit.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 153 of file zspmv.f.

  subroutine zspr (character UPLO, integer N, complex*16 ALPHA, complex*16, dimension( * ) X, integer INCX, complex*16, dimension( * ) AP)

ZSPR performs the symmetrical rank-1 update of a complex symmetric packed matrix.

Purpose:

     ZSPR    performs the symmetric rank 1 operation
        A := alpha*x*x**H + A,
     where alpha is a complex scalar, x is an n element vector and A is an
     n by n symmetric matrix, supplied in packed form.

Parameters:
    UPLO

              UPLO is CHARACTER*1
               On entry, UPLO specifies whether the upper or lower
               triangular part of the matrix A is supplied in the packed
               array AP as follows:
                  UPLO = 'U' or 'u'   The upper triangular part of A is
                                      supplied in AP.
                  UPLO = 'L' or 'l'   The lower triangular part of A is
                                      supplied in AP.
               Unchanged on exit.

    N

              N is INTEGER
               On entry, N specifies the order of the matrix A.
               N must be at least zero.
               Unchanged on exit.

    ALPHA

              ALPHA is COMPLEX*16
               On entry, ALPHA specifies the scalar alpha.
               Unchanged on exit.

    X

              X is COMPLEX*16 array, dimension at least
               ( 1 + ( N - 1 )*abs( INCX ) ).
               Before entry, the incremented array X must contain the N-
               element vector x.
               Unchanged on exit.

    INCX

              INCX is INTEGER
               On entry, INCX specifies the increment for the elements of
               X. INCX must not be zero.
               Unchanged on exit.

    AP

              AP is COMPLEX*16 array, dimension at least
               ( ( N*( N + 1 ) )/2 ).
               Before entry, with  UPLO = 'U' or 'u', the array AP must
               contain the upper triangular part of the symmetric matrix
               packed sequentially, column by column, so that AP( 1 )
               contains a( 1, 1 ), AP( 2 ) and AP( 3 ) contain a( 1, 2 )
               and a( 2, 2 ) respectively, and so on. On exit, the array
               AP is overwritten by the upper triangular part of the
               updated matrix.
               Before entry, with UPLO = 'L' or 'l', the array AP must
               contain the lower triangular part of the symmetric matrix
               packed sequentially, column by column, so that AP( 1 )
               contains a( 1, 1 ), AP( 2 ) and AP( 3 ) contain a( 2, 1 )
               and a( 3, 1 ) respectively, and so on. On exit, the array
               AP is overwritten by the lower triangular part of the
               updated matrix.
               Note that the imaginary parts of the diagonal elements need
               not be set, they are assumed to be zero, and on exit they
               are set to zero.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Definition at line 134 of file zspr.f.

  subroutine ztprfb (character SIDE, character TRANS, character DIRECT, character STOREV, integer M, integer N, integer K, integer L, complex*16, dimension( ldv, * ) V, integer LDV, complex*16, dimension( ldt, * ) T, integer LDT, complex*16, dimension( lda, * ) A, integer LDA, complex*16, dimension( ldb, * ) B, integer LDB, complex*16, dimension( ldwork, * ) WORK, integer LDWORK)

ZTPRFB applies a real or complex 'triangular-pentagonal' blocked reflector to a real or complex matrix, which is composed of two blocks.

Purpose:

     ZTPRFB applies a complex "triangular-pentagonal" block reflector H or its
     conjugate transpose H**H to a complex matrix C, which is composed of two
     blocks A and B, either from the left or right.

Parameters:
    SIDE

              SIDE is CHARACTER*1
              = 'L': apply H or H**H from the Left
              = 'R': apply H or H**H from the Right

    TRANS

              TRANS is CHARACTER*1
              = 'N': apply H (No transpose)
              = 'C': apply H**H (Conjugate transpose)

    DIRECT

              DIRECT is CHARACTER*1
              Indicates how H is formed from a product of elementary
              reflectors
              = 'F': H = H(1) H(2) . . . H(k) (Forward)
              = 'B': H = H(k) . . . H(2) H(1) (Backward)

    STOREV

              STOREV is CHARACTER*1
              Indicates how the vectors which define the elementary
              reflectors are stored:
              = 'C': Columns
              = 'R': Rows

    M

              M is INTEGER
              The number of rows of the matrix B.
              M >= 0.

    N

              N is INTEGER
              The number of columns of the matrix B.
              N >= 0.

    K

              K is INTEGER
              The order of the matrix T, i.e. the number of elementary
              reflectors whose product defines the block reflector.
              K >= 0.

    L

              L is INTEGER
              The order of the trapezoidal part of V.
              K >= L >= 0.  See Further Details.

    V

              V is COMPLEX*16 array, dimension
                                    (LDV,K) if STOREV = 'C'
                                    (LDV,M) if STOREV = 'R' and SIDE = 'L'
                                    (LDV,N) if STOREV = 'R' and SIDE = 'R'
              The pentagonal matrix V, which contains the elementary reflectors
              H(1), H(2), ..., H(K).  See Further Details.

    LDV

              LDV is INTEGER
              The leading dimension of the array V.
              If STOREV = 'C' and SIDE = 'L', LDV >= max(1,M);
              if STOREV = 'C' and SIDE = 'R', LDV >= max(1,N);
              if STOREV = 'R', LDV >= K.

    T

              T is COMPLEX*16 array, dimension (LDT,K)
              The triangular K-by-K matrix T in the representation of the
              block reflector.

    LDT

              LDT is INTEGER
              The leading dimension of the array T.
              LDT >= K.

    A

              A is COMPLEX*16 array, dimension
              (LDA,N) if SIDE = 'L' or (LDA,K) if SIDE = 'R'
              On entry, the K-by-N or M-by-K matrix A.
              On exit, A is overwritten by the corresponding block of
              H*C or H**H*C or C*H or C*H**H.  See Further Details.

    LDA

              LDA is INTEGER
              The leading dimension of the array A.
              If SIDE = 'L', LDC >= max(1,K);
              If SIDE = 'R', LDC >= max(1,M).

    B

              B is COMPLEX*16 array, dimension (LDB,N)
              On entry, the M-by-N matrix B.
              On exit, B is overwritten by the corresponding block of
              H*C or H**H*C or C*H or C*H**H.  See Further Details.

    LDB

              LDB is INTEGER
              The leading dimension of the array B.
              LDB >= max(1,M).

    WORK

              WORK is COMPLEX*16 array, dimension
              (LDWORK,N) if SIDE = 'L',
              (LDWORK,K) if SIDE = 'R'.

    LDWORK

              LDWORK is INTEGER
              The leading dimension of the array WORK.
              If SIDE = 'L', LDWORK >= K;
              if SIDE = 'R', LDWORK >= M.

Author:
    Univ. of Tennessee

    Univ. of California Berkeley

    Univ. of Colorado Denver

    NAG Ltd.

Date:
    December 2016

Further Details:

      The matrix C is a composite matrix formed from blocks A and B.
      The block B is of size M-by-N; if SIDE = 'R', A is of size M-by-K,
      and if SIDE = 'L', A is of size K-by-N.
      If SIDE = 'R' and DIRECT = 'F', C = [A B].
      If SIDE = 'L' and DIRECT = 'F', C = [A]
                                          [B].
      If SIDE = 'R' and DIRECT = 'B', C = [B A].
      If SIDE = 'L' and DIRECT = 'B', C = [B]
                                          [A].
      The pentagonal matrix V is composed of a rectangular block V1 and a
      trapezoidal block V2.  The size of the trapezoidal block is determined by
      the parameter L, where 0<=L<=K.  If L=K, the V2 block of V is triangular;
      if L=0, there is no trapezoidal block, thus V = V1 is rectangular.
      If DIRECT = 'F' and STOREV = 'C':  V = [V1]
                                             [V2]
         - V2 is upper trapezoidal (first L rows of K-by-K upper triangular)
      If DIRECT = 'F' and STOREV = 'R':  V = [V1 V2]
         - V2 is lower trapezoidal (first L columns of K-by-K lower triangular)
      If DIRECT = 'B' and STOREV = 'C':  V = [V2]
                                             [V1]
         - V2 is lower trapezoidal (last L rows of K-by-K lower triangular)
      If DIRECT = 'B' and STOREV = 'R':  V = [V2 V1]
         - V2 is upper trapezoidal (last L columns of K-by-K upper triangular)
      If STOREV = 'C' and SIDE = 'L', V is M-by-K with V2 L-by-K.
      If STOREV = 'C' and SIDE = 'R', V is N-by-K with V2 L-by-K.
      If STOREV = 'R' and SIDE = 'L', V is K-by-M with V2 K-by-L.
      If STOREV = 'R' and SIDE = 'R', V is K-by-N with V2 K-by-L.

Definition at line 253 of file ztprfb.f.

Author

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