NAG Library Function Document
nag_matop_real_symm_matrix_fun (f01efc)
 
1
 Purpose
nag_matop_real_symm_matrix_fun (f01efc) computes the matrix function, , of a real symmetric  by  matrix .   must also be a real symmetric matrix.
 
2
 Specification
| #include <nag.h> | 
 
| #include <nagf01.h> | 
 
 
 
| void  | 
nag_matop_real_symm_matrix_fun (Nag_OrderType order,
Nag_UploType uplo,
Integer n,
double a[],
Integer pda,
| void | 
(*f)(Integer *flag,
Integer n,
const double x[],
double fx[],
Nag_Comm *comm),
 | 
 
 
 
 |   
Nag_Comm *comm, Integer *flag,
NagError *fail) | 
 
 
 
 | 
 
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:
  
      – Nag_OrderTypeInput
 - 
On entry: the 
order argument specifies the two-dimensional storage scheme being used, i.e., row-major ordering or column-major ordering. C language defined storage is specified by 
. See 
Section 3.3.1.3 in How to Use the NAG Library and its Documentation for a more detailed explanation of the use of this argument.
 
Constraint:
   or .
 - 2:
  
      – Nag_UploTypeInput
 - 
On entry: if 
, the upper triangle of the matrix 
 is stored.
If , the lower triangle of the matrix  is stored.
 
Constraint:
   or .
 - 3:
  
      – IntegerInput
 - 
 
On entry: , the order of the matrix .
Constraint:
  .
 - 4:
  
      – doubleInput/Output
 - 
Note: the dimension, 
dim, of the array 
a
must be at least
.
 
On entry: the 
 by 
 symmetric matrix 
. 
If ,  is stored in .
If ,  is stored in .
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  NE_NOERROR, the upper or lower triangular part of the  by  matrix function, .
 - 5:
  
      – IntegerInput
 On entry: the stride separating  row or column elements (depending on the value of 
order) of the matrix 
 in the array 
    
a.
 
Constraint:
  .
- 6:
  
      – function, supplied by the userExternal Function
 - 
The function 
f evaluates 
 at a number of points 
.
 
The specification of 
f is:
| void  | 
f (Integer *flag,
Integer n,
const double x[],
double fx[],
Nag_Comm *comm)
 | 
 
 
 
 | 
- 1:
  
      – Integer *Input/Output
 - 
On entry: 
flag will be zero.
 
On exit: 
flag 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 
flag is returned as nonzero then 
nag_matop_real_symm_matrix_fun (f01efc) will terminate the computation, with 
 NE_USER_STOP.
 
 - 2:
  
      – IntegerInput
 - 
On entry: , the number of function values required.
 - 3:
  
      – const doubleInput
 - 
On entry: the  points  at which the function  is to be evaluated.
 - 4:
  
      – doubleOutput
 - 
On exit: the  function values.
 should return the value , for .
 - 5:
  
      – Nag_Comm *
 Pointer to structure of type Nag_Comm; the following members are relevant to 
f.
- user – double *
 - iuser – Integer *
 - p – Pointer 
 The type Pointer will be 
void *.  Before calling 
nag_matop_real_symm_matrix_fun (f01efc) you may allocate memory and initialize these pointers with various quantities for use by 
f when called from 
nag_matop_real_symm_matrix_fun (f01efc) (see 
Section 3.3.1.1 in How to Use the NAG Library and its Documentation).
 
Note: f should not return floating-point NaN (Not a Number) or infinity values, since these are not handled by 
nag_matop_real_symm_matrix_fun (f01efc). If your code inadvertently 
does return any NaNs or infinities, 
nag_matop_real_symm_matrix_fun (f01efc) is likely to produce unexpected results.
 
 - 7:
  
      – Nag_Comm *
 - 
The NAG communication argument (see 
Section 3.3.1.1 in How to Use the NAG Library and its Documentation).
 
 - 8:
  
      – Integer *Output
 - 
On exit: 
, unless you have set 
flag nonzero inside 
f, in which case 
flag will be the value you set and 
fail will be set to 
 NE_USER_STOP.
 
 - 9:
  
      – NagError *Input/Output
 - 
The NAG error argument (see 
Section 3.7 in How to Use the NAG Library and its Documentation).
 
 
 
6
 Error Indicators and Warnings
- NE_ALLOC_FAIL
 
- 
Dynamic memory allocation failed.
      
      See 
Section 2.3.1.2  in How to Use the NAG Library and its Documentation for further information.
 
 
- NE_BAD_PARAM
 
- 
On entry, argument   had an illegal value.
 
- NE_CONVERGENCE
 
- 
 The computation of the spectral factorization failed to converge.
 
- NE_INT
 
- 
On entry, .
Constraint: .
 
- NE_INT_2
 
- 
On entry,  and .
Constraint: .
 
- NE_INTERNAL_ERROR
 
- 
An internal error has occurred in this function. Check the function call and any array sizes. If the call is correct then please contact 
NAG for assistance.
	See 
Section 2.7.6  in How to Use the NAG Library and its Documentation for further information.
 
An internal error occurred when computing the spectral factorization.  Please contact 
NAG.
 
 
- NE_NO_LICENCE
 
- 
Your licence key may have expired or may not have been installed correctly.
      
      See 
Section 2.7.5 in How to Use the NAG Library and its Documentation for further information.
 
 
- NE_USER_STOP
 
- 
flag was set to a nonzero value in 
f.
 
 
 
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
nag_matop_real_symm_matrix_fun (f01efc) is threaded by NAG for parallel execution in multithreaded implementations of the NAG Library.
nag_matop_real_symm_matrix_fun (f01efc) 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 function. Please also consult the 
Users' Note for your implementation for any additional implementation-specific information.
 
The Integer allocatable memory required is 
n, and the double allocatable memory required is approximately 
, where 
nb is the block size required by 
nag_dsyev (f08fac).
The cost of the algorithm is 
 plus the cost of evaluating 
.  If 
 is the 
th computed eigenvalue of 
, then the user-supplied function 
f will be asked to evaluate the function 
 at 
, 
.
For further information on matrix functions, see 
Higham (2008).
nag_matop_complex_herm_matrix_fun (f01ffc) 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
Program Text (f01efce.c)
 
10.2
 Program Data
Program Data (f01efce.d)
 
10.3
 Program Results
Program Results (f01efce.r)