naginterfaces.library.lapackeig.zhetrd

naginterfaces.library.lapackeig.zhetrd(uplo, a)

zhetrd reduces a complex Hermitian matrix to tridiagonal form.

For full information please refer to the NAG Library document for f08fs

https://support.nag.com/numeric/nl/nagdoc_30.3/flhtml/f08/f08fsf.html

Parameters

uplostr, length 1

Indicates whether the upper or lower triangular part of $A$ is stored.

$uplo=\text{'U'}$

The upper triangular part of $A$ is stored.

$uplo=\text{'L'}$

The lower triangular part of $A$ is stored.

acomplex, array-like, shape $(n,n)$

The $n\times n$ Hermitian matrix $A$.

Returns

acomplex, ndarray, shape $(n,n)$

$a$ is overwritten by the tridiagonal matrix $T$ and details of the unitary matrix $Q$ as specified by $uplo$.

dfloat, ndarray, shape $\left(n\right)$

The diagonal elements of the tridiagonal matrix $T$.

efloat, ndarray, shape $(max(1,n-1))$

The off-diagonal elements of the tridiagonal matrix $T$.

taucomplex, ndarray, shape $(max(1,n-1))$

Further details of the unitary matrix $Q$.

Raises

NagValueError

(errno $-1$)

On entry, error in parameter $uplo$.

Constraint: $uplo=\text{'U'}$ or $\text{'L'}$.

(errno $-2$)

On entry, error in parameter $\text{n}$.

Constraint: $n\ge 0$.

Notes

zhetrd reduces a complex Hermitian matrix $A$ to real symmetric tridiagonal form $T$ by a unitary similarity transformation: $A=QT{Q}^H$.

The matrix $Q$ is not formed explicitly but is represented as a product of $n-1$ elementary reflectors (see the F08 Introduction for details). Functions are provided to work with $Q$ in this representation (see Further Comments).

References

Golub, G H and Van Loan, C F, 1996, Matrix Computations, (3rd Edition), Johns Hopkins University Press, Baltimore