Developer Reference for Intel® oneAPI Math Kernel Library for C
?trcon
Estimates the reciprocal of the condition number of a triangular matrix.
Syntax
lapack_int LAPACKE_strcon ( intmatrix_layout , charnorm , charuplo , chardiag , lapack_intn , const float*a , lapack_intlda , float*rcond );
lapack_int LAPACKE_dtrcon ( intmatrix_layout , charnorm , charuplo , chardiag , lapack_intn , const double*a , lapack_intlda , double*rcond );
lapack_int LAPACKE_ctrcon ( intmatrix_layout , charnorm , charuplo , chardiag , lapack_intn , const lapack_complex_float*a , lapack_intlda , float*rcond );
lapack_int LAPACKE_ztrcon ( intmatrix_layout , charnorm , charuplo , chardiag , lapack_intn , const lapack_complex_double*a , lapack_intlda , double*rcond );
Include Files
mkl.h
Description
strcon dtrcon ctrcon ztrcon trcon
The routine estimates the reciprocal of the condition number of a triangular matrix A in either the 1-norm or infinity-norm:
\(\kappa_{1}(A) = ||A||_{1} ||A^{-1}||_{1} = \kappa_{\infty}(A^{T}) = \kappa_{\infty}(A^{H})\)
\(\kappa_{\infty}(A) = ||A||_{\infty} ||A^{-1}||_{\infty} = \kappa_{1}(A^{T}) = \kappa_{1}(A^{H})\) .
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 a stores the upper triangle of A , other array elements are not referenced.
If uplo = 'L' , the array a stores the lower triangle of A , other array elements are not referenced.
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 a .
n
The order of the matrix A ; n ≥ 0.
a , work
The array a of size max(1, lda * n ) contains the matrix A .
lda
The leading dimension of a ; lda≥ max(1, n) .
iwork
Workspace array, size at least max(1, n) .
rwork
Workspace array, size at least max(1, n) .
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.
LAPACK 95 Interface Notes
There exist FORTRAN 77 and FORTRAN 95 interfaces for this routine. See the Intel® oneMKL Fortran Developer Reference for details.
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 10 r . 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 \(n^{2}\) floating-point operations for real flavors and \(4n^{2}\) operations for complex flavors.