Developer Reference for Intel® oneAPI Math Kernel Library for C

ID 766684
Date 7/13/2023
Public

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?tpcon

Estimates the reciprocal of the condition number of a packed triangular matrix.

Syntax

lapack_int LAPACKE_stpcon( int matrix_layout, char norm, char uplo, char diag, lapack_int n, const float* ap, float* rcond );

lapack_int LAPACKE_dtpcon( int matrix_layout, char norm, char uplo, char diag, lapack_int n, const double* ap, double* rcond );

lapack_int LAPACKE_ctpcon( int matrix_layout, char norm, char uplo, char diag, lapack_int n, const lapack_complex_float* ap, float* rcond );

lapack_int LAPACKE_ztpcon( int matrix_layout, char norm, char uplo, char diag, lapack_int n, const lapack_complex_double* ap, double* rcond );

Include Files

  • mkl.h

Description

The routine estimates the reciprocal of the condition number of a packed triangular matrix A in either the 1-norm or infinity-norm:

κ1(A) =||A||1 ||A-1||1 = κ(AT) = κ(AH)

κ(A) =||A|| ||A-1|| =κ1 (AT) = κ1(AH) .

Input Parameters

matrix_layout

Specifies whether matrix storage layout is row major (LAPACK_ROW_MAJOR) or column major (LAPACK_COL_MAJOR).

norm

Must be '1' or 'O' or 'I'.

If norm = '1' or 'O', then the routine estimates the condition number of matrix A in 1-norm.

If norm = 'I', then the routine estimates the condition number of matrix A in infinity-norm.

uplo

Must be 'U' or 'L'. Indicates whether A is upper or lower triangular:

If uplo = 'U', the array ap stores the upper triangle of A in packed form.

If uplo = 'L', the array ap stores the lower triangle of A in packed form.

diag

Must be 'N' or 'U'.

If diag = 'N', then A is not a unit triangular matrix.

If diag = 'U', then A is unit triangular: diagonal elements are assumed to be 1 and not referenced in the array ap.

n

The order of the matrix A; n 0.

ap

The array ap contains the packed matrix A. The dimension of ap must be at least max(1,n(n+1)/2).

Output Parameters

rcond

An estimate of the reciprocal of the condition number. The routine sets rcond =0 if the estimate underflows; in this case the matrix is singular (to working precision). However, anytime rcond is small compared to 1.0, for the working precision, the matrix may be poorly conditioned or even singular.

Return Values

This function returns a value info.

If info = 0, the execution is successful.

If info = -i, parameter i had an illegal value.

Application Notes

The computed rcond is never less than r (the reciprocal of the true condition number) and in practice is nearly always less than 10r. A call to this routine involves solving a number of systems of linear equations A*x = b; the number is usually 4 or 5 and never more than 11. Each solution requires approximately n2 floating-point operations for real flavors and 4n2 operations for complex flavors.