F03ABF (PDF version)
F03 Chapter Contents
F03 Chapter Introduction
NAG Library Manual

NAG Library Routine Document


Note:  before using this routine, please read the Users' Note for your implementation to check the interpretation of bold italicised terms and other implementation-dependent details.

+ Contents

    1  Purpose
    7  Accuracy

1  Purpose

F03ABF calculates the determinant of a real symmetric positive definite matrix using a Cholesky factorization.

2  Specification

REAL (KIND=nag_wp)  A(LDA,*), DET, WKSPCE(max(1,N))

3  Description

The determinant of A is calculated using the Cholesky factorization A=LLT, where L is lower triangular. The determinant of A is the product of the squares of the diagonal elements of L.

4  References

Wilkinson J H and Reinsch C (1971) Handbook for Automatic Computation II, Linear Algebra Springer–Verlag

5  Parameters

1:     A(LDA,*) – REAL (KIND=nag_wp) arrayInput/Output
Note: the second dimension of the array A must be at least max1,N.
On entry: the upper triangle of the n by n positive definite symmetric matrix A. The elements of the array below the diagonal need not be set.
On exit: the subdiagonal elements of the lower triangular matrix L. The upper triangle of A is unchanged.
2:     LDA – INTEGERInput
On entry: the first dimension of the array A as declared in the (sub)program from which F03ABF is called.
Constraint: LDAmax1,N.
3:     N – INTEGERInput
On entry: n, the order of the matrix A.
Constraint: N0.
4:     DET – REAL (KIND=nag_wp)Output
On exit: the determinant of A.
5:     WKSPCE(max1,N) – REAL (KIND=nag_wp) arrayWorkspace
6:     IFAIL – INTEGERInput/Output
On entry: IFAIL must be set to 0, -1​ or ​1. 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 -1​ or ​1 is recommended. If the output of error messages is undesirable, then the value 1 is recommended. Otherwise, if you are not familiar with this parameter, the recommended value is 0. When the value -1​ or ​1 is used it is essential to test the value of IFAIL on exit.
On exit: IFAIL=0 unless the routine detects an error or a warning has been flagged (see Section 6).

6  Error Indicators and Warnings

If on entry IFAIL=0 or -1, explanatory error messages are output on the current error message unit (as defined by X04AAF).
Errors or warnings detected by the routine:
The matrix A is not positive definite, possibly due to rounding errors. The factorization could not be completed. DET is set to 0.0.
Overflow. The value of the determinant is too large to be held in the computer.
Underflow. The value of the determinant is too small to be held in the computer.
On entry,N<0,

7  Accuracy

The accuracy of the determinant depends on the conditioning of the original matrix. For a detailed error analysis see page 25 of Wilkinson and Reinsch (1971).

8  Further Comments

The time taken by F03ABF is approximately proportional to n3.

9  Example

This example calculates the determinant of the real symmetric positive definite matrix
5 7 6 5 7 10 8 7 6 8 10 9 5 7 9 10 .

9.1  Program Text

Program Text (f03abfe.f90)

9.2  Program Data

Program Data (f03abfe.d)

9.3  Program Results

Program Results (f03abfe.r)

F03ABF (PDF version)
F03 Chapter Contents
F03 Chapter Introduction
NAG Library Manual

© The Numerical Algorithms Group Ltd, Oxford, UK. 2012