Provided by: liblapack-doc-man_3.6.0-2ubuntu2_all bug

NAME

       single_blas_level2 - real

   Functions
       subroutine sgbmv (TRANS, M, N, KL, KU, ALPHA, A, LDA, X, INCX, BETA, Y, INCY)
           SGBMV
       subroutine sgemv (TRANS, M, N, ALPHA, A, LDA, X, INCX, BETA, Y, INCY)
           SGEMV
       subroutine sger (M, N, ALPHA, X, INCX, Y, INCY, A, LDA)
           SGER
       subroutine ssbmv (UPLO, N, K, ALPHA, A, LDA, X, INCX, BETA, Y, INCY)
           SSBMV
       subroutine sspmv (UPLO, N, ALPHA, AP, X, INCX, BETA, Y, INCY)
           SSPMV
       subroutine sspr (UPLO, N, ALPHA, X, INCX, AP)
           SSPR
       subroutine sspr2 (UPLO, N, ALPHA, X, INCX, Y, INCY, AP)
           SSPR2
       subroutine ssymv (UPLO, N, ALPHA, A, LDA, X, INCX, BETA, Y, INCY)
           SSYMV
       subroutine ssyr (UPLO, N, ALPHA, X, INCX, A, LDA)
           SSYR
       subroutine ssyr2 (UPLO, N, ALPHA, X, INCX, Y, INCY, A, LDA)
           SSYR2
       subroutine stbmv (UPLO, TRANS, DIAG, N, K, A, LDA, X, INCX)
           STBMV
       subroutine stbsv (UPLO, TRANS, DIAG, N, K, A, LDA, X, INCX)
           STBSV
       subroutine stpmv (UPLO, TRANS, DIAG, N, AP, X, INCX)
           STPMV
       subroutine stpsv (UPLO, TRANS, DIAG, N, AP, X, INCX)
           STPSV
       subroutine strmv (UPLO, TRANS, DIAG, N, A, LDA, X, INCX)
           STRMV
       subroutine strsv (UPLO, TRANS, DIAG, N, A, LDA, X, INCX)
           STRSV

Detailed Description

       This is the group of real LEVEL 2 BLAS routines.

Function Documentation

   subroutine sgbmv (character TRANS, integer M, integer N, integer KL, integer KU, real ALPHA,
       real, dimension(lda,*) A, integer LDA, real, dimension(*) X, integer INCX, real BETA,
       real, dimension(*) Y, integer INCY)
       SGBMV

       Purpose:

            SGBMV  performs one of the matrix-vector operations

               y := alpha*A*x + beta*y,   or   y := alpha*A**T*x + beta*y,

            where alpha and beta are scalars, x and y are vectors and A is an
            m by n band matrix, with kl sub-diagonals and ku super-diagonals.

       Parameters:
           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the operation to be performed as
                      follows:

                         TRANS = 'N' or 'n'   y := alpha*A*x + beta*y.

                         TRANS = 'T' or 't'   y := alpha*A**T*x + beta*y.

                         TRANS = 'C' or 'c'   y := alpha*A**T*x + beta*y.

           M

                     M is INTEGER
                      On entry, M specifies the number of rows of the matrix A.
                      M must be at least zero.

           N

                     N is INTEGER
                      On entry, N specifies the number of columns of the matrix A.
                      N must be at least zero.

           KL

                     KL is INTEGER
                      On entry, KL specifies the number of sub-diagonals of the
                      matrix A. KL must satisfy  0 .le. KL.

           KU

                     KU is INTEGER
                      On entry, KU specifies the number of super-diagonals of the
                      matrix A. KU must satisfy  0 .le. KU.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry, the leading ( kl + ku + 1 ) by n part of the
                      array A must contain the matrix of coefficients, supplied
                      column by column, with the leading diagonal of the matrix in
                      row ( ku + 1 ) of the array, the first super-diagonal
                      starting at position 2 in row ku, the first sub-diagonal
                      starting at position 1 in row ( ku + 2 ), and so on.
                      Elements in the array A that do not correspond to elements
                      in the band matrix (such as the top left ku by ku triangle)
                      are not referenced.
                      The following program segment will transfer a band matrix
                      from conventional full matrix storage to band storage:

                            DO 20, J = 1, N
                               K = KU + 1 - J
                               DO 10, I = MAX( 1, J - KU ), MIN( M, J + KL )
                                  A( K + I, J ) = matrix( I, J )
                         10    CONTINUE
                         20 CONTINUE

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      ( kl + ku + 1 ).

           X

                     X is REAL array of DIMENSION at least
                      ( 1 + ( n - 1 )*abs( INCX ) ) when TRANS = 'N' or 'n'
                      and at least
                      ( 1 + ( m - 1 )*abs( INCX ) ) otherwise.
                      Before entry, the incremented array X must contain the
                      vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           BETA

                     BETA is REAL
                      On entry, BETA specifies the scalar beta. When BETA is
                      supplied as zero then Y need not be set on input.

           Y

                     Y is REAL array of DIMENSION at least
                      ( 1 + ( m - 1 )*abs( INCY ) ) when TRANS = 'N' or 'n'
                      and at least
                      ( 1 + ( n - 1 )*abs( INCY ) ) otherwise.
                      Before entry, the incremented array Y must contain the
                      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.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2015

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine sgemv (character TRANS, integer M, integer N, real ALPHA, real, dimension(lda,*) A,
       integer LDA, real, dimension(*) X, integer INCX, real BETA, real, dimension(*) Y, integer
       INCY)
       SGEMV

       Purpose:

            SGEMV  performs one of the matrix-vector operations

               y := alpha*A*x + beta*y,   or   y := alpha*A**T*x + beta*y,

            where alpha and beta are scalars, x and y are vectors and A is an
            m by n matrix.

       Parameters:
           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the operation to be performed as
                      follows:

                         TRANS = 'N' or 'n'   y := alpha*A*x + beta*y.

                         TRANS = 'T' or 't'   y := alpha*A**T*x + beta*y.

                         TRANS = 'C' or 'c'   y := alpha*A**T*x + beta*y.

           M

                     M is INTEGER
                      On entry, M specifies the number of rows of the matrix A.
                      M must be at least zero.

           N

                     N is INTEGER
                      On entry, N specifies the number of columns of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry, the leading m by n part of the array A must
                      contain the matrix of coefficients.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      max( 1, m ).

           X

                     X is REAL array of DIMENSION at least
                      ( 1 + ( n - 1 )*abs( INCX ) ) when TRANS = 'N' or 'n'
                      and at least
                      ( 1 + ( m - 1 )*abs( INCX ) ) otherwise.
                      Before entry, the incremented array X must contain the
                      vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           BETA

                     BETA is REAL
                      On entry, BETA specifies the scalar beta. When BETA is
                      supplied as zero then Y need not be set on input.

           Y

                     Y is REAL array of DIMENSION at least
                      ( 1 + ( m - 1 )*abs( INCY ) ) when TRANS = 'N' or 'n'
                      and at least
                      ( 1 + ( n - 1 )*abs( INCY ) ) otherwise.
                      Before entry with BETA non-zero, the incremented array Y
                      must contain the 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.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2015

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine sger (integer M, integer N, real ALPHA, real, dimension(*) X, integer INCX, real,
       dimension(*) Y, integer INCY, real, dimension(lda,*) A, integer LDA)
       SGER

       Purpose:

            SGER   performs the rank 1 operation

               A := alpha*x*y**T + A,

            where alpha is a scalar, x is an m element vector, y is an n element
            vector and A is an m by n matrix.

       Parameters:
           M

                     M is INTEGER
                      On entry, M specifies the number of rows of the matrix A.
                      M must be at least zero.

           N

                     N is INTEGER
                      On entry, N specifies the number of columns of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( m - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the m
                      element vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           Y

                     Y is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCY ) ).
                      Before entry, the incremented array Y must contain the n
                      element vector y.

           INCY

                     INCY is INTEGER
                      On entry, INCY specifies the increment for the elements of
                      Y. INCY must not be zero.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry, the leading m by n part of the array A must
                      contain the matrix of coefficients. On exit, A is
                      overwritten by the updated matrix.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      max( 1, m ).

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine ssbmv (character UPLO, integer N, integer K, real ALPHA, real, dimension(lda,*) A,
       integer LDA, real, dimension(*) X, integer INCX, real BETA, real, dimension(*) Y, integer
       INCY)
       SSBMV

       Purpose:

            SSBMV  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 band matrix, with k super-diagonals.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the upper or lower
                      triangular part of the band matrix A is being supplied as
                      follows:

                         UPLO = 'U' or 'u'   The upper triangular part of A is
                                             being supplied.

                         UPLO = 'L' or 'l'   The lower triangular part of A is
                                             being supplied.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           K

                     K is INTEGER
                      On entry, K specifies the number of super-diagonals of the
                      matrix A. K must satisfy  0 .le. K.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with UPLO = 'U' or 'u', the leading ( k + 1 )
                      by n part of the array A must contain the upper triangular
                      band part of the symmetric matrix, supplied column by
                      column, with the leading diagonal of the matrix in row
                      ( k + 1 ) of the array, the first super-diagonal starting at
                      position 2 in row k, and so on. The top left k by k triangle
                      of the array A is not referenced.
                      The following program segment will transfer the upper
                      triangular part of a symmetric band matrix from conventional
                      full matrix storage to band storage:

                            DO 20, J = 1, N
                               M = K + 1 - J
                               DO 10, I = MAX( 1, J - K ), J
                                  A( M + I, J ) = matrix( I, J )
                         10    CONTINUE
                         20 CONTINUE

                      Before entry with UPLO = 'L' or 'l', the leading ( k + 1 )
                      by n part of the array A must contain the lower triangular
                      band part of the symmetric matrix, supplied column by
                      column, with the leading diagonal of the matrix in row 1 of
                      the array, the first sub-diagonal starting at position 1 in
                      row 2, and so on. The bottom right k by k triangle of the
                      array A is not referenced.
                      The following program segment will transfer the lower
                      triangular part of a symmetric band matrix from conventional
                      full matrix storage to band storage:

                            DO 20, J = 1, N
                               M = 1 - J
                               DO 10, I = J, MIN( N, J + K )
                                  A( M + I, J ) = matrix( I, J )
                         10    CONTINUE
                         20 CONTINUE

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      ( k + 1 ).

           X

                     X is REAL array of DIMENSION at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the
                      vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           BETA

                     BETA is REAL
                      On entry, BETA specifies the scalar beta.

           Y

                     Y is REAL array of DIMENSION at least
                      ( 1 + ( n - 1 )*abs( INCY ) ).
                      Before entry, the incremented array Y must contain the
                      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.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine sspmv (character UPLO, integer N, real ALPHA, real, dimension(*) AP, real,
       dimension(*) X, integer INCX, real BETA, real, dimension(*) Y, integer INCY)
       SSPMV

       Purpose:

            SSPMV  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.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           AP

                     AP is REAL array of 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.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           BETA

                     BETA is REAL
                      On entry, BETA specifies the scalar beta. When BETA is
                      supplied as zero then Y need not be set on input.

           Y

                     Y is REAL array of 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.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine sspr (character UPLO, integer N, real ALPHA, real, dimension(*) X, integer INCX,
       real, dimension(*) AP)
       SSPR

       Purpose:

            SSPR    performs the symmetric rank 1 operation

               A := alpha*x*x**T + A,

            where alpha is a real 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.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           AP

                     AP is REAL array of 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.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine sspr2 (character UPLO, integer N, real ALPHA, real, dimension(*) X, integer INCX,
       real, dimension(*) Y, integer INCY, real, dimension(*) AP)
       SSPR2

       Purpose:

            SSPR2  performs the symmetric rank 2 operation

               A := alpha*x*y**T + alpha*y*x**T + A,

            where alpha is a scalar, 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.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           Y

                     Y is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCY ) ).
                      Before entry, the incremented array Y must contain the n
                      element vector y.

           INCY

                     INCY is INTEGER
                      On entry, INCY specifies the increment for the elements of
                      Y. INCY must not be zero.

           AP

                     AP is REAL array of 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.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine ssymv (character UPLO, integer N, real ALPHA, real, dimension(lda,*) A, integer
       LDA, real, dimension(*) X, integer INCX, real BETA, real, dimension(*) Y, integer INCY)
       SSYMV

       Purpose:

            SSYMV  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.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the upper or lower
                      triangular part of the array A is to be referenced as
                      follows:

                         UPLO = 'U' or 'u'   Only the upper triangular part of A
                                             is to be referenced.

                         UPLO = 'L' or 'l'   Only the lower triangular part of A
                                             is to be referenced.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with  UPLO = 'U' or 'u', the leading n by n
                      upper triangular part of the array A must contain the upper
                      triangular part of the symmetric matrix and the strictly
                      lower triangular part of A is not referenced.
                      Before entry with UPLO = 'L' or 'l', the leading n by n
                      lower triangular part of the array A must contain the lower
                      triangular part of the symmetric matrix and the strictly
                      upper triangular part of A is not referenced.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      max( 1, n ).

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           BETA

                     BETA is REAL
                      On entry, BETA specifies the scalar beta. When BETA is
                      supplied as zero then Y need not be set on input.

           Y

                     Y is REAL array of 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.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine ssyr (character UPLO, integer N, real ALPHA, real, dimension(*) X, integer INCX,
       real, dimension(lda,*) A, integer LDA)
       SSYR

       Purpose:

            SSYR   performs the symmetric rank 1 operation

               A := alpha*x*x**T + A,

            where alpha is a real scalar, x is an n element vector and A is an
            n by n symmetric matrix.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the upper or lower
                      triangular part of the array A is to be referenced as
                      follows:

                         UPLO = 'U' or 'u'   Only the upper triangular part of A
                                             is to be referenced.

                         UPLO = 'L' or 'l'   Only the lower triangular part of A
                                             is to be referenced.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with  UPLO = 'U' or 'u', the leading n by n
                      upper triangular part of the array A must contain the upper
                      triangular part of the symmetric matrix and the strictly
                      lower triangular part of A is not referenced. On exit, the
                      upper triangular part of the array A is overwritten by the
                      upper triangular part of the updated matrix.
                      Before entry with UPLO = 'L' or 'l', the leading n by n
                      lower triangular part of the array A must contain the lower
                      triangular part of the symmetric matrix and the strictly
                      upper triangular part of A is not referenced. On exit, the
                      lower triangular part of the array A is overwritten by the
                      lower triangular part of the updated matrix.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      max( 1, n ).

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine ssyr2 (character UPLO, integer N, real ALPHA, real, dimension(*) X, integer INCX,
       real, dimension(*) Y, integer INCY, real, dimension(lda,*) A, integer LDA)
       SSYR2

       Purpose:

            SSYR2  performs the symmetric rank 2 operation

               A := alpha*x*y**T + alpha*y*x**T + A,

            where alpha is a scalar, x and y are n element vectors and A is an n
            by n symmetric matrix.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the upper or lower
                      triangular part of the array A is to be referenced as
                      follows:

                         UPLO = 'U' or 'u'   Only the upper triangular part of A
                                             is to be referenced.

                         UPLO = 'L' or 'l'   Only the lower triangular part of A
                                             is to be referenced.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           ALPHA

                     ALPHA is REAL
                      On entry, ALPHA specifies the scalar alpha.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

           Y

                     Y is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCY ) ).
                      Before entry, the incremented array Y must contain the n
                      element vector y.

           INCY

                     INCY is INTEGER
                      On entry, INCY specifies the increment for the elements of
                      Y. INCY must not be zero.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with  UPLO = 'U' or 'u', the leading n by n
                      upper triangular part of the array A must contain the upper
                      triangular part of the symmetric matrix and the strictly
                      lower triangular part of A is not referenced. On exit, the
                      upper triangular part of the array A is overwritten by the
                      upper triangular part of the updated matrix.
                      Before entry with UPLO = 'L' or 'l', the leading n by n
                      lower triangular part of the array A must contain the lower
                      triangular part of the symmetric matrix and the strictly
                      upper triangular part of A is not referenced. On exit, the
                      lower triangular part of the array A is overwritten by the
                      lower triangular part of the updated matrix.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      max( 1, n ).

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine stbmv (character UPLO, character TRANS, character DIAG, integer N, integer K, real,
       dimension(lda,*) A, integer LDA, real, dimension(*) X, integer INCX)
       STBMV

       Purpose:

            STBMV  performs one of the matrix-vector operations

               x := A*x,   or   x := A**T*x,

            where x is an n element vector and  A is an n by n unit, or non-unit,
            upper or lower triangular band matrix, with ( k + 1 ) diagonals.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the matrix is an upper or
                      lower triangular matrix as follows:

                         UPLO = 'U' or 'u'   A is an upper triangular matrix.

                         UPLO = 'L' or 'l'   A is a lower triangular matrix.

           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the operation to be performed as
                      follows:

                         TRANS = 'N' or 'n'   x := A*x.

                         TRANS = 'T' or 't'   x := A**T*x.

                         TRANS = 'C' or 'c'   x := A**T*x.

           DIAG

                     DIAG is CHARACTER*1
                      On entry, DIAG specifies whether or not A is unit
                      triangular as follows:

                         DIAG = 'U' or 'u'   A is assumed to be unit triangular.

                         DIAG = 'N' or 'n'   A is not assumed to be unit
                                             triangular.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           K

                     K is INTEGER
                      On entry with UPLO = 'U' or 'u', K specifies the number of
                      super-diagonals of the matrix A.
                      On entry with UPLO = 'L' or 'l', K specifies the number of
                      sub-diagonals of the matrix A.
                      K must satisfy  0 .le. K.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with UPLO = 'U' or 'u', the leading ( k + 1 )
                      by n part of the array A must contain the upper triangular
                      band part of the matrix of coefficients, supplied column by
                      column, with the leading diagonal of the matrix in row
                      ( k + 1 ) of the array, the first super-diagonal starting at
                      position 2 in row k, and so on. The top left k by k triangle
                      of the array A is not referenced.
                      The following program segment will transfer an upper
                      triangular band matrix from conventional full matrix storage
                      to band storage:

                            DO 20, J = 1, N
                               M = K + 1 - J
                               DO 10, I = MAX( 1, J - K ), J
                                  A( M + I, J ) = matrix( I, J )
                         10    CONTINUE
                         20 CONTINUE

                      Before entry with UPLO = 'L' or 'l', the leading ( k + 1 )
                      by n part of the array A must contain the lower triangular
                      band part of the matrix of coefficients, supplied column by
                      column, with the leading diagonal of the matrix in row 1 of
                      the array, the first sub-diagonal starting at position 1 in
                      row 2, and so on. The bottom right k by k triangle of the
                      array A is not referenced.
                      The following program segment will transfer a lower
                      triangular band matrix from conventional full matrix storage
                      to band storage:

                            DO 20, J = 1, N
                               M = 1 - J
                               DO 10, I = J, MIN( N, J + K )
                                  A( M + I, J ) = matrix( I, J )
                         10    CONTINUE
                         20 CONTINUE

                      Note that when DIAG = 'U' or 'u' the elements of the array A
                      corresponding to the diagonal elements of the matrix are not
                      referenced, but are assumed to be unity.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      ( k + 1 ).

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x. On exit, X is overwritten with the
                      tranformed vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine stbsv (character UPLO, character TRANS, character DIAG, integer N, integer K, real,
       dimension(lda,*) A, integer LDA, real, dimension(*) X, integer INCX)
       STBSV

       Purpose:

            STBSV  solves one of the systems of equations

               A*x = b,   or   A**T*x = b,

            where b and x are n element vectors and A is an n by n unit, or
            non-unit, upper or lower triangular band matrix, with ( k + 1 )
            diagonals.

            No test for singularity or near-singularity is included in this
            routine. Such tests must be performed before calling this routine.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the matrix is an upper or
                      lower triangular matrix as follows:

                         UPLO = 'U' or 'u'   A is an upper triangular matrix.

                         UPLO = 'L' or 'l'   A is a lower triangular matrix.

           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the equations to be solved as
                      follows:

                         TRANS = 'N' or 'n'   A*x = b.

                         TRANS = 'T' or 't'   A**T*x = b.

                         TRANS = 'C' or 'c'   A**T*x = b.

           DIAG

                     DIAG is CHARACTER*1
                      On entry, DIAG specifies whether or not A is unit
                      triangular as follows:

                         DIAG = 'U' or 'u'   A is assumed to be unit triangular.

                         DIAG = 'N' or 'n'   A is not assumed to be unit
                                             triangular.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           K

                     K is INTEGER
                      On entry with UPLO = 'U' or 'u', K specifies the number of
                      super-diagonals of the matrix A.
                      On entry with UPLO = 'L' or 'l', K specifies the number of
                      sub-diagonals of the matrix A.
                      K must satisfy  0 .le. K.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with UPLO = 'U' or 'u', the leading ( k + 1 )
                      by n part of the array A must contain the upper triangular
                      band part of the matrix of coefficients, supplied column by
                      column, with the leading diagonal of the matrix in row
                      ( k + 1 ) of the array, the first super-diagonal starting at
                      position 2 in row k, and so on. The top left k by k triangle
                      of the array A is not referenced.
                      The following program segment will transfer an upper
                      triangular band matrix from conventional full matrix storage
                      to band storage:

                            DO 20, J = 1, N
                               M = K + 1 - J
                               DO 10, I = MAX( 1, J - K ), J
                                  A( M + I, J ) = matrix( I, J )
                         10    CONTINUE
                         20 CONTINUE

                      Before entry with UPLO = 'L' or 'l', the leading ( k + 1 )
                      by n part of the array A must contain the lower triangular
                      band part of the matrix of coefficients, supplied column by
                      column, with the leading diagonal of the matrix in row 1 of
                      the array, the first sub-diagonal starting at position 1 in
                      row 2, and so on. The bottom right k by k triangle of the
                      array A is not referenced.
                      The following program segment will transfer a lower
                      triangular band matrix from conventional full matrix storage
                      to band storage:

                            DO 20, J = 1, N
                               M = 1 - J
                               DO 10, I = J, MIN( N, J + K )
                                  A( M + I, J ) = matrix( I, J )
                         10    CONTINUE
                         20 CONTINUE

                      Note that when DIAG = 'U' or 'u' the elements of the array A
                      corresponding to the diagonal elements of the matrix are not
                      referenced, but are assumed to be unity.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      ( k + 1 ).

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element right-hand side vector b. On exit, X is overwritten
                      with the solution vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine stpmv (character UPLO, character TRANS, character DIAG, integer N, real,
       dimension(*) AP, real, dimension(*) X, integer INCX)
       STPMV

       Purpose:

            STPMV  performs one of the matrix-vector operations

               x := A*x,   or   x := A**T*x,

            where x is an n element vector and  A is an n by n unit, or non-unit,
            upper or lower triangular matrix, supplied in packed form.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the matrix is an upper or
                      lower triangular matrix as follows:

                         UPLO = 'U' or 'u'   A is an upper triangular matrix.

                         UPLO = 'L' or 'l'   A is a lower triangular matrix.

           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the operation to be performed as
                      follows:

                         TRANS = 'N' or 'n'   x := A*x.

                         TRANS = 'T' or 't'   x := A**T*x.

                         TRANS = 'C' or 'c'   x := A**T*x.

           DIAG

                     DIAG is CHARACTER*1
                      On entry, DIAG specifies whether or not A is unit
                      triangular as follows:

                         DIAG = 'U' or 'u'   A is assumed to be unit triangular.

                         DIAG = 'N' or 'n'   A is not assumed to be unit
                                             triangular.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           AP

                     AP is REAL array of DIMENSION at least
                      ( ( n*( n + 1 ) )/2 ).
                      Before entry with  UPLO = 'U' or 'u', the array AP must
                      contain the upper triangular 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 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.
                      Note that when  DIAG = 'U' or 'u', the diagonal elements of
                      A are not referenced, but are assumed to be unity.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x. On exit, X is overwritten with the
                      tranformed vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine stpsv (character UPLO, character TRANS, character DIAG, integer N, real,
       dimension(*) AP, real, dimension(*) X, integer INCX)
       STPSV

       Purpose:

            STPSV  solves one of the systems of equations

               A*x = b,   or   A**T*x = b,

            where b and x are n element vectors and A is an n by n unit, or
            non-unit, upper or lower triangular matrix, supplied in packed form.

            No test for singularity or near-singularity is included in this
            routine. Such tests must be performed before calling this routine.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the matrix is an upper or
                      lower triangular matrix as follows:

                         UPLO = 'U' or 'u'   A is an upper triangular matrix.

                         UPLO = 'L' or 'l'   A is a lower triangular matrix.

           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the equations to be solved as
                      follows:

                         TRANS = 'N' or 'n'   A*x = b.

                         TRANS = 'T' or 't'   A**T*x = b.

                         TRANS = 'C' or 'c'   A**T*x = b.

           DIAG

                     DIAG is CHARACTER*1
                      On entry, DIAG specifies whether or not A is unit
                      triangular as follows:

                         DIAG = 'U' or 'u'   A is assumed to be unit triangular.

                         DIAG = 'N' or 'n'   A is not assumed to be unit
                                             triangular.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           AP

                     AP is REAL array of DIMENSION at least
                      ( ( n*( n + 1 ) )/2 ).
                      Before entry with  UPLO = 'U' or 'u', the array AP must
                      contain the upper triangular 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 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.
                      Note that when  DIAG = 'U' or 'u', the diagonal elements of
                      A are not referenced, but are assumed to be unity.

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element right-hand side vector b. On exit, X is overwritten
                      with the solution vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine strmv (character UPLO, character TRANS, character DIAG, integer N, real,
       dimension(lda,*) A, integer LDA, real, dimension(*) X, integer INCX)
       STRMV

       Purpose:

            STRMV  performs one of the matrix-vector operations

               x := A*x,   or   x := A**T*x,

            where x is an n element vector and  A is an n by n unit, or non-unit,
            upper or lower triangular matrix.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the matrix is an upper or
                      lower triangular matrix as follows:

                         UPLO = 'U' or 'u'   A is an upper triangular matrix.

                         UPLO = 'L' or 'l'   A is a lower triangular matrix.

           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the operation to be performed as
                      follows:

                         TRANS = 'N' or 'n'   x := A*x.

                         TRANS = 'T' or 't'   x := A**T*x.

                         TRANS = 'C' or 'c'   x := A**T*x.

           DIAG

                     DIAG is CHARACTER*1
                      On entry, DIAG specifies whether or not A is unit
                      triangular as follows:

                         DIAG = 'U' or 'u'   A is assumed to be unit triangular.

                         DIAG = 'N' or 'n'   A is not assumed to be unit
                                             triangular.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with  UPLO = 'U' or 'u', the leading n by n
                      upper triangular part of the array A must contain the upper
                      triangular matrix and the strictly lower triangular part of
                      A is not referenced.
                      Before entry with UPLO = 'L' or 'l', the leading n by n
                      lower triangular part of the array A must contain the lower
                      triangular matrix and the strictly upper triangular part of
                      A is not referenced.
                      Note that when  DIAG = 'U' or 'u', the diagonal elements of
                      A are not referenced either, but are assumed to be unity.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      max( 1, n ).

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element vector x. On exit, X is overwritten with the
                      tranformed vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.
             The vector and matrix arguments are not referenced when N = 0, or M = 0

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

   subroutine strsv (character UPLO, character TRANS, character DIAG, integer N, real,
       dimension(lda,*) A, integer LDA, real, dimension(*) X, integer INCX)
       STRSV

       Purpose:

            STRSV  solves one of the systems of equations

               A*x = b,   or   A**T*x = b,

            where b and x are n element vectors and A is an n by n unit, or
            non-unit, upper or lower triangular matrix.

            No test for singularity or near-singularity is included in this
            routine. Such tests must be performed before calling this routine.

       Parameters:
           UPLO

                     UPLO is CHARACTER*1
                      On entry, UPLO specifies whether the matrix is an upper or
                      lower triangular matrix as follows:

                         UPLO = 'U' or 'u'   A is an upper triangular matrix.

                         UPLO = 'L' or 'l'   A is a lower triangular matrix.

           TRANS

                     TRANS is CHARACTER*1
                      On entry, TRANS specifies the equations to be solved as
                      follows:

                         TRANS = 'N' or 'n'   A*x = b.

                         TRANS = 'T' or 't'   A**T*x = b.

                         TRANS = 'C' or 'c'   A**T*x = b.

           DIAG

                     DIAG is CHARACTER*1
                      On entry, DIAG specifies whether or not A is unit
                      triangular as follows:

                         DIAG = 'U' or 'u'   A is assumed to be unit triangular.

                         DIAG = 'N' or 'n'   A is not assumed to be unit
                                             triangular.

           N

                     N is INTEGER
                      On entry, N specifies the order of the matrix A.
                      N must be at least zero.

           A

                     A is REAL array of DIMENSION ( LDA, n ).
                      Before entry with  UPLO = 'U' or 'u', the leading n by n
                      upper triangular part of the array A must contain the upper
                      triangular matrix and the strictly lower triangular part of
                      A is not referenced.
                      Before entry with UPLO = 'L' or 'l', the leading n by n
                      lower triangular part of the array A must contain the lower
                      triangular matrix and the strictly upper triangular part of
                      A is not referenced.
                      Note that when  DIAG = 'U' or 'u', the diagonal elements of
                      A are not referenced either, but are assumed to be unity.

           LDA

                     LDA is INTEGER
                      On entry, LDA specifies the first dimension of A as declared
                      in the calling (sub) program. LDA must be at least
                      max( 1, n ).

           X

                     X is REAL array of dimension at least
                      ( 1 + ( n - 1 )*abs( INCX ) ).
                      Before entry, the incremented array X must contain the n
                      element right-hand side vector b. On exit, X is overwritten
                      with the solution vector x.

           INCX

                     INCX is INTEGER
                      On entry, INCX specifies the increment for the elements of
                      X. INCX must not be zero.

       Author:
           Univ. of Tennessee

           Univ. of California Berkeley

           Univ. of Colorado Denver

           NAG Ltd.

       Date:
           November 2011

       Further Details:

             Level 2 Blas routine.

             -- Written on 22-October-1986.
                Jack Dongarra, Argonne National Lab.
                Jeremy Du Croz, Nag Central Office.
                Sven Hammarling, Nag Central Office.
                Richard Hanson, Sandia National Labs.

Author

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