NAG Library Routine Document
F01FFF
1 Purpose
F01FFF computes the matrix function, , of a complex Hermitian by matrix . must also be a complex Hermitian matrix.
2 Specification
INTEGER |
N, LDA, IUSER(*), IFLAG, IFAIL |
REAL (KIND=nag_wp) |
RUSER(*) |
COMPLEX (KIND=nag_wp) |
A(LDA,*) |
CHARACTER(1) |
UPLO |
EXTERNAL |
F |
|
3 Description
is computed using a spectral factorization of
where
is the real diagonal matrix whose diagonal elements,
, are the eigenvalues of
,
is a unitary matrix whose columns are the eigenvectors of
and
is the conjugate transpose 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 Parameters
- 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: – INTEGERInput
-
On entry: , the order of the matrix .
Constraint:
.
- 3: – COMPLEX (KIND=nag_wp) arrayInput/Output
-
Note: the second dimension of the array
A
must be at least
.
On entry: the
by
Hermitian 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: – INTEGERInput
-
On entry: the first dimension of the array
A as declared in the (sub)program from which F01FFF 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:
INTEGER |
IFLAG, N, IUSER(*) |
REAL (KIND=nag_wp) |
X(N), FX(N), RUSER(*) |
|
- 1: – INTEGERInput/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 F01FFF will terminate the computation, with
.
- 2: – INTEGERInput
-
On entry: , the number of function values required.
- 3: – REAL (KIND=nag_wp) arrayInput
-
On entry: the points at which the function is to be evaluated.
- 4: – REAL (KIND=nag_wp) arrayOutput
-
On exit: the function values.
should return the value , for .
- 5: – INTEGER arrayUser Workspace
- 6: – REAL (KIND=nag_wp) arrayUser Workspace
-
F is called with the parameters
IUSER and
RUSER as supplied to F01FFF. You are free to use the arrays
IUSER and
RUSER to supply information to
F as an alternative to using COMMON global variables.
F must either be a module subprogram USEd by, or declared as EXTERNAL in, the (sub)program from which F01FFF is called. Parameters denoted as
Input must
not be changed by this procedure.
- 6: – INTEGER arrayUser Workspace
- 7: – REAL (KIND=nag_wp) arrayUser Workspace
-
IUSER and
RUSER are not used by F01FFF, but are passed directly to
F and may be used to pass information to this routine as an alternative to using COMMON global variables.
- 8: – INTEGEROutput
-
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: – INTEGERInput/Output
-
On entry:
IFAIL must be set to
,
. If you are unfamiliar with this parameter you should refer to
Section 3.3 in the Essential Introduction 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 parameter, 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.
-
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 3.8 in the Essential Introduction for further information.
Your licence key may have expired or may not have been installed correctly.
See
Section 3.7 in the Essential Introduction for further information.
Dynamic memory allocation failed.
See
Section 3.6 in the Essential Introduction 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
F01FFF is threaded by NAG for parallel execution in multithreaded implementations of the NAG Library.
F01FFF 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, the real allocatable memory required is
and the
complex
allocatable memory required is approximately
, where
nb is the block size required by
F08FNF (ZHEEV).
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
.
For further information on matrix functions, see
Higham (2008).
F01EFF can be used to find the matrix function
for a real symmetric matrix
.
10 Example
This example finds the matrix cosine,
, of the Hermitian matrix
10.1 Program Text
Program Text (f01fffe.f90)
10.2 Program Data
Program Data (f01fffe.d)
10.3 Program Results
Program Results (f01fffe.r)