NAG Library Routine Document
f08jaf (dstev)
1
Purpose
f08jaf (dstev) computes all the eigenvalues and, optionally, all the eigenvectors of a real by symmetric tridiagonal matrix .
2
Specification
Fortran Interface
Integer, Intent (In) | :: | n, ldz | Integer, Intent (Out) | :: | info | Real (Kind=nag_wp), Intent (Inout) | :: | d(*), e(*), z(ldz,*), work(*) | Character (1), Intent (In) | :: | jobz |
|
C Header Interface
#include <nagmk26.h>
void |
f08jaf_ (const char *jobz, const Integer *n, double d[], double e[], double z[], const Integer *ldz, double work[], Integer *info, const Charlen length_jobz) |
|
The routine may be called by its
LAPACK
name dstev.
3
Description
f08jaf (dstev) computes all the eigenvalues and, optionally, all the eigenvectors of using a combination of the and algorithms, with an implicit shift.
4
References
Anderson E, Bai Z, Bischof C, Blackford S, Demmel J, Dongarra J J, Du Croz J J, Greenbaum A, Hammarling S, McKenney A and Sorensen D (1999)
LAPACK Users' Guide (3rd Edition) SIAM, Philadelphia
http://www.netlib.org/lapack/lug
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: indicates whether eigenvectors are computed.
- Only eigenvalues are computed.
- Eigenvalues and eigenvectors are computed.
Constraint:
or .
- 2: – IntegerInput
-
On entry: , the order of the matrix.
Constraint:
.
- 3: – Real (Kind=nag_wp) arrayInput/Output
-
Note: the dimension of the array
d
must be at least
.
On entry: the diagonal elements of the tridiagonal matrix .
On exit: if , the eigenvalues in ascending order.
- 4: – Real (Kind=nag_wp) arrayInput/Output
-
Note: the dimension of the array
e
must be at least
.
On entry: the subdiagonal elements of the tridiagonal matrix .
On exit: the contents of
e are destroyed.
- 5: – Real (Kind=nag_wp) arrayOutput
-
Note: the second dimension of the array
z
must be at least
if
, and at least
otherwise.
On exit: if
, then if
,
z contains the orthonormal eigenvectors of the matrix
, with the
th column of
holding the eigenvector associated with
.
If
,
z is not referenced.
- 6: – IntegerInput
-
On entry: the first dimension of the array
z as declared in the (sub)program from which
f08jaf (dstev) is called.
Constraints:
- if , ;
- otherwise .
- 7: – Real (Kind=nag_wp) arrayWorkspace
-
Note: the dimension of the array
work
must be at least
.
On exit: if
,
work is not referenced.
- 8: – 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 algorithm failed to converge;
off-diagonal elements of
e did not converge to zero.
7
Accuracy
The computed eigenvalues and eigenvectors are exact for a nearby matrix
, where
and
is the
machine precision. See Section 4.7 of
Anderson et al. (1999) for further details.
8
Parallelism and Performance
f08jaf (dstev) is threaded by NAG for parallel execution in multithreaded implementations of the NAG Library.
f08jaf (dstev) 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 floating-point operations is proportional to if and is proportional to if .
10
Example
This example finds all the eigenvalues and eigenvectors of the symmetric tridiagonal matrix
together with approximate error bounds for the computed eigenvalues and eigenvectors.
10.1
Program Text
Program Text (f08jafe.f90)
10.2
Program Data
Program Data (f08jafe.d)
10.3
Program Results
Program Results (f08jafe.r)