NAG Library Routine Document

F07AUF (ZGECON)

+− Contents

1 Purpose

2 Specification

3 Description

4 References

5 Parameters

6 Error Indicators and Warnings

7 Accuracy

8 Further Comments

+− 9 Example

9.1 Program Text

9.2 Program Data

9.3 Program Results

1 Purpose

F07AUF (ZGECON) estimates the condition number of a complex matrix

A

, where

A

has been factorized by F07ARF (ZGETRF).

2 Specification

SUBROUTINE F07AUF (

NORM, N, A, LDA, ANORM, RCOND, WORK, RWORK, INFO)

INTEGER	N, LDA, INFO
REAL (KIND=nag_wp)	ANORM, RCOND, RWORK(2*N)
COMPLEX (KIND=nag_wp)	A(LDA,), WORK(2N)
CHARACTER(1)	NORM

The routine may be called by its LAPACK name zgecon.

3 Description

F07AUF (ZGECON) estimates the condition number of a complex matrix

A

, in either the

1

-norm or the

\infty

-norm:

κ_{1} (A) = {‖A‖}_{1} {‖A^{- 1}‖}_{1} or κ_{\infty} (A) = {‖A‖}_{\infty} {‖A^{- 1}‖}_{\infty} .

Note that

κ_{\infty} (A) = κ_{1} (A^{H})

Because the condition number is infinite if

A

is singular, the routine actually returns an estimate of the reciprocal of the condition number.

The routine should be preceded by a call to F06UAF to compute

{‖A‖}_{1}

{‖A‖}_{\infty}

, and a call to F07ARF (ZGETRF) to compute the

L U

factorization of

A

. The routine then uses Higham's implementation of Hager's method (see Higham (1988)) to estimate

{‖A^{- 1}‖}_{1}

{‖A^{- 1}‖}_{\infty}

4 References

Higham N J (1988) FORTRAN codes for estimating the one-norm of a real or complex matrix, with applications to condition estimation ACM Trans. Math. Software 14 381–396

5 Parameters

1: NORM – CHARACTER(1)Input

On entry: indicates whether

κ_{1} (A)

κ_{\infty} (A)

is estimated.

$NORM ='1'$ or $'O'$: $κ_{1} (A)$ is estimated.
$NORM ='I'$: $κ_{\infty} (A)$ is estimated.

Constraint:

NORM ='1'

'O'

'I'

2: N – INTEGERInput

On entry:

n

, the order of the matrix

A

Constraint:

N \geq 0

3: A(LDA, $*$ ) – COMPLEX (KIND=nag_wp) arrayInput

Note: the second dimension of the array A must be at least

\max (1, N)

On entry: the

L U

factorization of

A

, as returned by F07ARF (ZGETRF).

4: LDA – INTEGERInput

On entry: the first dimension of the array A as declared in the (sub)program from which F07AUF (ZGECON) is called.

Constraint:

LDA \geq \max (1, N)

5: ANORM – REAL (KIND=nag_wp)Input

On entry: if

NORM ='1'

'O'

, the

1

-norm of the original matrix

A

NORM ='I'

, the

\infty

-norm of the original matrix

A

ANORM may be computed by calling F06UAF with the same value for the parameter NORM.

ANORM must be computed either before calling F07ARF (ZGETRF) or else from a copy of the original matrix

A

(see Section 9).

Constraint:

ANORM \geq 0.0

6: RCOND – REAL (KIND=nag_wp)Output

On exit: an estimate of the reciprocal of the condition number of

A

. RCOND is set to zero if exact singularity is detected or the estimate underflows. If RCOND is less than machine precision,

A

is singular to working precision.

7: WORK( $2 \times N$ ) – COMPLEX (KIND=nag_wp) arrayWorkspace

8: RWORK( $2 \times N$ ) – REAL (KIND=nag_wp) arrayWorkspace

9: INFO – INTEGEROutput

On exit:

INFO = 0

unless the routine detects an error (see Section 6).

6 Error Indicators and Warnings

Errors or warnings detected by the routine:

$INFO < 0$: If $INFO = - i$ , the $i$ th parameter had an illegal value. An explanatory message is output, and execution of the program is terminated.

7 Accuracy

The computed estimate RCOND is never less than the true value

ρ

, and in practice is nearly always less than

10 ρ

, although examples can be constructed where RCOND is much larger.

8 Further Comments

A call to F07AUF (ZGECON) involves solving a number of systems of linear equations of the form

A x = b

A^{H} x = b

; the number is usually

5

and never more than

11

. Each solution involves approximately

8 n^{2}

real floating point operations but takes considerably longer than a call to F07ASF (ZGETRS) with one right-hand side, because extra care is taken to avoid overflow when

A

is approximately singular.

The real analogue of this routine is F07AGF (DGECON).

9 Example

This example estimates the condition number in the

1

-norm of the matrix

A

, where

A = (\begin{array}{r} - 1.34 + 2.55 i & 0.28 + 3.17 i & - 6.39 - 2.20 i & 0.72 - 0.92 i \\ - 0.17 - 1.41 i & 3.31 - 0.15 i & - 0.15 + 1.34 i & 1.29 + 1.38 i \\ - 3.29 - 2.39 i & - 1.91 + 4.42 i & - 0.14 - 1.35 i & 1.72 + 1.35 i \\ 2.41 + 0.39 i & - 0.56 + 1.47 i & - 0.83 - 0.69 i & - 1.96 + 0.67 i \end{array}) .

Here

A

is nonsymmetric and must first be factorized by F07ARF (ZGETRF). The true condition number in the

1

-norm is

231.86

NAG Library Routine DocumentF07AUF (ZGECON)

+− Contents

1 Purpose

2 Specification

3 Description

4 References

5 Parameters

6 Error Indicators and Warnings

7 Accuracy

8 Further Comments

9 Example

9.1 Program Text

9.2 Program Data

9.3 Program Results

NAG Library Routine Document

F07AUF (ZGECON)