SPGV - 5.2 English - 68552

AOCL API Guide (68552)

Document ID
68552
Release Date
2025-12-29
Version
5.2 English
template<typename T>
void spgv(integer *itype, char *jobz, char *uplo, integer *n, T *ap, T *bp, T *w, T *z, integer *ldz, T *work, integer *info)#

SPGV computes all the eigenvalues.

Purpose:

    SPGV computes all the eigenvalues and, optionally, the eigenvectors
    of a real generalized symmetric-definite eigenproblem, of the form
    A*x=(lambda)*B*x,  A*Bx=(lambda)*x,  or B*A*x=(lambda)*x.
    Here A and B are assumed to be symmetric, stored in packed format,
    and B is also positive definite.
Parameters:
  • ITYPE[in]

    ITYPE is INTEGER

    Specifies the problem type to be solved:

    = 1: A*x = (lambda)*B*x

    = 2: A*B*x = (lambda)*x

    = 3: B*A*x = (lambda)*x
  • JOBZ[in]

    JOBZ is CHARACTER*1

    = ‘N’: Compute eigenvalues only;

    = ‘V’: Compute eigenvalues and eigenvectors.
  • UPLO[in]

    UPLO is CHARACTER*1

    = ‘U’: Upper triangles of A and B are stored;

    = ‘L’: Lower triangles of A and B are stored.
  • N[in]

    N is INTEGER

    The order of the matrices A and B. N >= 0.

  • AP[inout]

    AP is REAL 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)*(2*n-j)/2) = A(i,j) for j<=i<=n.

    On exit, the contents of AP are destroyed.
  • BP[inout]

    BP is REAL array, dimension (N*(N+1)/2)

    On entry, the upper or lower triangle of the symmetric matrix B, packed columnwise in a linear array. The j-th column of B is stored in the array BP as follows:

    if UPLO = ‘U’, BP(i + (j-1)*j/2) = B(i,j) for 1<=i<=j;

    if UPLO = ‘L’, BP(i + (j-1)*(2*n-j)/2) = B(i,j) for j<=i<=n.

    On exit, the triangular factor U or L from the Cholesky factorization B = U**T*U or B = L*L**T, in the same storage format as B.
  • W[out]

    W is REAL array, dimension (N)

    If INFO = 0, the eigenvalues in ascending order.

  • Z[out]

    Z is REAL array, dimension (LDZ, N)

    If JOBZ = ‘V’, then if INFO = 0, Z contains the matrix Z of eigenvectors. The eigenvectors are normalized as follows: if ITYPE = 1 or 2, Z**T*B*Z = I;

    if ITYPE = 3, Z**T*inv(B)*Z = I.

    If JOBZ = ‘N’, then Z is not referenced.

  • LDZ[in]

    LDZ is INTEGER

    The leading dimension of the array Z. LDZ >= 1, and if JOBZ = ‘V’, LDZ >= fla_max(1,N).

  • WORK[out] WORK is REAL array, dimension (3*N)

  • INFO[out]

    INFO is INTEGER

    = 0: successful exit

    < 0: if INFO = -i, the i-th argument had an illegal value

    > 0: SPPTRF or SSPEV returned an error code:

    <= N: if INFO = i, SSPEV failed to converge; i off-diagonal elements of an intermediate tridiagonal form did not converge to zero.

    > N: if INFO = n + i, for 1 <= i <= n, then the leading minor of order i of B is not positive definite. The factorization of B could not be completed and no eigenvalues or eigenvectors were computed.

template<typename T, typename Ta>
void hpgv(integer *itype, char *jobz, char *uplo, integer *n, T *ap, T *bp, T *w, T *z, integer *ldz, T *work, Ta *rwork, integer *info)#