NAG Library Routine Document
f07grf
(zpptrf)
1
Purpose
f07grf (zpptrf) computes the Cholesky factorization of a complex Hermitian positive definite matrix, using packed storage.
2
Specification
Fortran Interface
Integer, Intent (In) | :: |
n | Integer, Intent (Out) | :: |
info | Complex (Kind=nag_wp), Intent (Inout) | :: |
ap(*) | Character (1), Intent (In) | :: |
uplo |
|
The routine may be called by its
LAPACK
name zpptrf.
3
Description
f07grf (zpptrf) forms the Cholesky factorization of a complex Hermitian positive definite matrix either as if or if , where is an upper triangular matrix and is lower triangular, using packed storage.
4
References
Demmel J W (1989) On floating-point errors in Cholesky
LAPACK Working Note No. 14 University of Tennessee, Knoxville
http://www.netlib.org/lapack/lawnspdf/lawn14.pdf
Golub G H and Van Loan C F (1996) Matrix Computations (3rd Edition) Johns Hopkins University Press, Baltimore
5
Arguments
- 1: – Character(1)Input
-
On entry: specifies whether the upper or lower triangular part of
is stored and how
is to be factorized.
- The upper triangular part of is stored and is factorized as , where is upper triangular.
- The lower triangular part of is stored and is factorized as , where is lower triangular.
Constraint:
or .
- 2: – IntegerInput
-
On entry: , the order of the matrix .
Constraint:
.
- 3: – Complex (Kind=nag_wp) arrayInput/Output
-
Note: the dimension of the array
ap
must be at least
.
On entry: the
by
Hermitian matrix
, packed by columns.
More precisely,
- if , the upper triangle of must be stored with element in for ;
- if , the lower triangle of must be stored with element in for .
On exit: if , the factor or from the Cholesky factorization or , in the same storage format as .
- 4: – IntegerOutput
On exit:
unless the routine detects an error (see
Section 6).
6
Error Indicators and Warnings
If , argument had an illegal value. An explanatory message is output, and execution of the program is terminated.
-
The leading minor of order
is not positive definite
and the factorization could not be completed. Hence
itself
is not positive definite. This may indicate an error in forming the
matrix
. To factorize a Hermitian matrix which is not
positive definite, call
f07prf (zhptrf) instead.
7
Accuracy
If
, the computed factor
is the exact factor of a perturbed matrix
, where
is a modest linear function of
, and
is the
machine precision.
If , a similar statement holds for the computed factor . It follows that .
8
Parallelism and Performance
f07grf (zpptrf) makes calls to BLAS and/or LAPACK routines, which may be threaded within the vendor library used by this implementation. Consult the documentation for the vendor library for further information.
Please consult the
X06 Chapter Introduction for information on how to control and interrogate the OpenMP environment used within this routine. Please also consult the
Users' Note for your implementation for any additional implementation-specific information.
The total number of real floating-point operations is approximately .
A call to
f07grf (zpptrf) may be followed by calls to the routines:
The real analogue of this routine is
f07gdf (dpptrf).
10
Example
This example computes the Cholesky factorization of the matrix
, where
using packed storage.
10.1
Program Text
Program Text (f07grfe.f90)
10.2
Program Data
Program Data (f07grfe.d)
10.3
Program Results
Program Results (f07grfe.r)