Developer Reference for Intel® oneAPI Math Kernel Library for Fortran

ID 766686
Date 7/13/2023
Public

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?gbtrf

Computes the LU factorization of a general m-by-n band matrix.

Syntax

call sgbtrf( m, n, kl, ku, ab, ldab, ipiv, info )

call dgbtrf( m, n, kl, ku, ab, ldab, ipiv, info )

call cgbtrf( m, n, kl, ku, ab, ldab, ipiv, info )

call zgbtrf( m, n, kl, ku, ab, ldab, ipiv, info )

call gbtrf( ab [,kl] [,m] [,ipiv] [,info] )

Include Files

  • mkl.fi, lapack.f90

Description

The routine forms the LU factorization of a general m-by-n band matrix A with kl non-zero subdiagonals and ku non-zero superdiagonals, that is,

A = P*L*U,

where P is a permutation matrix; L is lower triangular with unit diagonal elements and at most kl non-zero elements in each column; U is an upper triangular band matrix with kl + ku superdiagonals. The routine uses partial pivoting, with row interchanges (which creates the additional kl superdiagonals in U).

NOTE:

This routine supports the Progress Routine feature. See Progress Function for details.

Input Parameters

m

INTEGER. The number of rows in matrix A; m 0.

n

INTEGER. The number of columns in matrix A; n 0.

kl

INTEGER. The number of subdiagonals within the band of A; kl 0.

ku

INTEGER. The number of superdiagonals within the band of A; ku 0.

ab

REAL for sgbtrf

DOUBLE PRECISION for dgbtrf

COMPLEX for cgbtrf

DOUBLE COMPLEX for zgbtrf.

Array, size ldab by *.

The array ab contains the matrix A in band storage, in rows kl + 1 to 2*kl + ku + 1; rows 1 to kl of the array need not be set. The j-th column of A is stored in the j-th column of the array ab as follows:

ab(kl + ku + 1 + i - j, j) = a(i,j) for max(1,j-ku) i min(m,j+kl).

ldab

INTEGER. The leading dimension of the array ab. (ldab 2*kl + ku + 1)

Output Parameters

ab

Overwritten by L and U. U is stored as an upper triangular band matrix with kl + ku superdiagonals in rows 1 to kl + ku + 1, and the multipliers used during the factorization are stored in rows kl + ku + 2 to 2*kl + ku + 1.

See Application Notes below for further details.

ipiv

INTEGER.

Array, size at least max(1,min(m, n)). The pivot indices; for 1 i min(m, n) , row i was interchanged with row ipiv(i).

info

If info = 0, the execution is successful.

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

If info = i, uiiis 0. The factorization has been completed, but U is exactly singular. Division by 0 will occur if you use the factor U for solving a system of linear equations.

LAPACK 95 Interface Notes

Routines in Fortran 95 interface have fewer arguments in the calling sequence than their FORTRAN 77 counterparts. For general conventions applied to skip redundant or reconstructible arguments, see LAPACK 95 Interface Conventions.

Specific details for the routine gbtrf interface are as follows:

ab

Holds the array A of size (2*kl+ku+1,n).

ipiv

Holds the vector of length min(m,n).

kl

If omitted, assumed kl = ku.

ku

Restored as ku = lda-2*kl-1.

m

If omitted, assumed m = n.

Application Notes

The computed L and U are the exact factors of a perturbed matrix A + E, where

|E|  c(kl+ku+1) ε P|L||U|

c(k) is a modest linear function of k, and ε is the machine precision.

The total number of floating-point operations for real flavors varies between approximately 2n(ku+1)kl and 2n(kl+ku+1)kl. The number of operations for complex flavors is four times greater. All these estimates assume that kl and ku are much less than min(m,n).

The band storage scheme is illustrated by the following example, when m = n = 6, kl = 2, ku = 1:


Equation

Elements marked * are not used; elements marked + need not be set on entry, but are required by the routine to store elements of U because of fill-in resulting from the row interchanges.

After calling this routine with m = n, you can call the following routines:

gbtrs

to solve A*X = B or AT*X = B or AH*X = B

gbcon

to estimate the condition number of A.