NAG FL Interface
f01eff (real_symm_matrix_fun)
1
Purpose
f01eff computes the matrix function, , of a real symmetric by matrix . must also be a real symmetric matrix.
2
Specification
Fortran Interface
Integer, Intent (In) |
:: |
n, lda |
Integer, Intent (Inout) |
:: |
iuser(*), ifail |
Integer, Intent (Out) |
:: |
iflag |
Real (Kind=nag_wp), Intent (Inout) |
:: |
a(lda,*), ruser(*) |
Character (1), Intent (In) |
:: |
uplo |
External |
:: |
f |
|
C Header Interface
#include <nag.h>
void |
f01eff_ (const char *uplo, const Integer *n, double a[], const Integer *lda, void (NAG_CALL *f)(Integer *iflag, const Integer *n, const double x[], double fx[], Integer iuser[], double ruser[]), Integer iuser[], double ruser[], Integer *iflag, Integer *ifail, const Charlen length_uplo) |
|
C++ Header Interface
#include <nag.h> extern "C" {
void |
f01eff_ (const char *uplo, const Integer &n, double a[], const Integer &lda, void (NAG_CALL *f)(Integer &iflag, const Integer &n, const double x[], double fx[], Integer iuser[], double ruser[]), Integer iuser[], double ruser[], Integer &iflag, Integer &ifail, const Charlen length_uplo) |
}
|
The routine may be called by the names f01eff or nagf_matop_real_symm_matrix_fun.
3
Description
is computed using a spectral factorization of
where
is the diagonal matrix whose diagonal elements,
, are the eigenvalues of
, and
is an orthogonal matrix whose columns are the eigenvectors of
.
is then given by
where
is the diagonal matrix whose
th diagonal element is
. See for example Section 4.5 of
Higham (2008).
is assumed to be real.
4
References
Higham N J (2008) Functions of Matrices: Theory and Computation SIAM, Philadelphia, PA, USA
5
Arguments
-
1:
– Character(1)
Input
-
On entry: if
, the upper triangle of the matrix
is stored.
If , the lower triangle of the matrix is stored.
Constraint:
or .
-
2:
– Integer
Input
-
On entry: , the order of the matrix .
Constraint:
.
-
3:
– Real (Kind=nag_wp) array
Input/Output
-
Note: the second dimension of the array
a
must be at least
.
On entry: the
by
symmetric matrix
.
- If , the upper triangular part of must be stored and the elements of the array below the diagonal are not referenced.
- If , the lower triangular part of must be stored and the elements of the array above the diagonal are not referenced.
On exit: if , the upper or lower triangular part of the by matrix function, .
-
4:
– Integer
Input
-
On entry: the first dimension of the array
a as declared in the (sub)program from which
f01eff is called.
Constraint:
.
-
5:
– Subroutine, supplied by the user.
External Procedure
-
The subroutine
f evaluates
at a number of points
.
The specification of
f is:
Fortran Interface
Integer, Intent (In) |
:: |
n |
Integer, Intent (Inout) |
:: |
iflag, iuser(*) |
Real (Kind=nag_wp), Intent (In) |
:: |
x(n) |
Real (Kind=nag_wp), Intent (Inout) |
:: |
ruser(*) |
Real (Kind=nag_wp), Intent (Out) |
:: |
fx(n) |
|
C Header Interface
void |
f_ (Integer *iflag, const Integer *n, const double x[], double fx[], Integer iuser[], double ruser[]) |
|
C++ Header Interface
#include <nag.h> extern "C" {
void |
f_ (Integer &iflag, const Integer &n, const double x[], double fx[], Integer iuser[], double ruser[]) |
}
|
-
1:
– Integer
Input/Output
-
On entry:
iflag will be zero.
On exit:
iflag should either be unchanged from its entry value of zero, or may be set nonzero to indicate that there is a problem in evaluating the function
; for instance
may not be defined, or may be complex. If
iflag is returned as nonzero then
f01eff will terminate the computation, with
.
-
2:
– Integer
Input
-
On entry: , the number of function values required.
-
3:
– Real (Kind=nag_wp) array
Input
-
On entry: the points at which the function is to be evaluated.
-
4:
– Real (Kind=nag_wp) array
Output
-
On exit: the function values.
should return the value , for .
-
5:
– Integer array
User Workspace
-
6:
– Real (Kind=nag_wp) array
User Workspace
-
f is called with the arguments
iuser and
ruser as supplied to
f01eff. You should use the arrays
iuser and
ruser to supply information to
f.
f must either be a module subprogram USEd by, or declared as EXTERNAL in, the (sub)program from which
f01eff is called. Arguments denoted as
Input must
not be changed by this procedure.
Note: f should not return floating-point NaN (Not a Number) or infinity values, since these are not handled by
f01eff. If your code inadvertently
does return any NaNs or infinities,
f01eff is likely to produce unexpected results.
-
6:
– Integer array
User Workspace
-
7:
– Real (Kind=nag_wp) array
User Workspace
-
iuser and
ruser are not used by
f01eff, but are passed directly to
f and may be used to pass information to this routine.
-
8:
– Integer
Output
-
On exit:
, unless you have set
iflag nonzero inside
f, in which case
iflag will be the value you set and
ifail will be set to
.
-
9:
– Integer
Input/Output
-
On entry:
ifail must be set to
,
. If you are unfamiliar with this argument you should refer to
Section 4 in the Introduction to the NAG Library FL Interface for details.
For environments where it might be inappropriate to halt program execution when an error is detected, the value
is recommended. If the output of error messages is undesirable, then the value
is recommended. Otherwise, if you are not familiar with this argument, the recommended value is
.
When the value is used it is essential to test the value of ifail on exit.
On exit:
unless the routine detects an error or a warning has been flagged (see
Section 6).
6
Error Indicators and Warnings
If on entry
or
, explanatory error messages are output on the current error message unit (as defined by
x04aaf).
Errors or warnings detected by the routine:
-
The computation of the spectral factorization failed to converge.
The value of
ifail gives the number of off-diagonal elements of an intermediate tridiagonal form that did not converge to zero (see
f08faf).
-
On entry, .
Constraint: or .
-
On entry, .
Constraint: .
-
An internal error occurred when computing the spectral factorization. Please contact
NAG.
-
On entry, and .
Constraint: .
-
iflag was set to a nonzero value in
f.
An unexpected error has been triggered by this routine. Please
contact
NAG.
See
Section 7 in the Introduction to the NAG Library FL Interface for further information.
Your licence key may have expired or may not have been installed correctly.
See
Section 8 in the Introduction to the NAG Library FL Interface for further information.
Dynamic memory allocation failed.
See
Section 9 in the Introduction to the NAG Library FL Interface for further information.
7
Accuracy
Provided that
can be computed accurately then the computed matrix function will be close to the exact matrix function. See Section 10.2 of
Higham (2008) for details and further discussion.
8
Parallelism and Performance
f01eff is threaded by NAG for parallel execution in multithreaded implementations of the NAG Library.
f01eff 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 integer allocatable memory required is
n, and the real allocatable memory required is approximately
, where
nb is the block size required by
f08faf.
The cost of the algorithm is
plus the cost of evaluating
. If
is the
th computed eigenvalue of
, then the user-supplied subroutine
f will be asked to evaluate the function
at
,
.
For further information on matrix functions, see
Higham (2008).
f01fff can be used to find the matrix function
for a complex Hermitian matrix
.
10
Example
This example finds the matrix cosine,
, of the symmetric matrix
10.1
Program Text
10.2
Program Data
10.3
Program Results