Generic Decomposition Operations<T>.Band LUDecompose Method
Definition
Assembly: Numerics.NET.Generic (in Numerics.NET.Generic.dll) Version: 9.0.3
Overload List
Band | |
Band | |
Band | Computes an LU factorization of a complex m-by-n band matrix A using partial pivoting with row interchanges. |
Band | Computes an LU factorization of a complex m-by-n band matrix A using partial pivoting with row interchanges. |
Band | Computes an LU factorization of a complex m-by-n band matrix A using partial pivoting with row interchanges. |
Band | Computes an LU factorization of a complex m-by-n band matrix A using partial pivoting with row interchanges. |
BandLUDecompose(Int32, Int32, Int32, Int32, Span<T>, Int32, Span<Int32>, Int32)
Computes an LU factorization of a complex m-by-n band matrix A using partial pivoting with row interchanges.
public override void BandLUDecompose(
int m,
int n,
int kl,
int ku,
Span<T> ab,
int ldab,
Span<int> ipiv,
out int info
)
Parameters
- m Int32
The number of rows of the matrix A. M >= 0.
- n Int32
The number of columns of the matrix A. N >= 0.
- kl Int32
The number of subdiagonals within the band of A. KL >= 0.
- ku Int32
The number of superdiagonals within the band of A. KU >= 0.
- ab Span<T>
AB is TComplex array, dimension (LDAB,N) On entry, 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) On exit, details of the factorization: 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 below for further details.
- ldab Int32
The leading dimension of the array AB. LDAB >= 2*KL+KU+1.
- ipiv Span<Int32>
Dimension (min(M,N)) The pivot indices; for 1 <= i <= min(M,N), row i of the matrix was interchanged with row IPIV(i).
- info Int32
= 0: successful exit < 0: if INFO = -i, the i-th argument had an illegal value > 0: if INFO = +i, U(i,i) is exactly zero. The factorization has been completed, but the factor U is exactly singular, and division by zero will occur if it is used to solve a system of equations.
Remarks
This is the blocked version of the algorithm, calling Level 3 BLAS.
Further Details:
The band storage scheme is illustrated by the following example, when M = N = 6, KL = 2, KU = 1: On entry: On exit: * * * + + + * * * u14 u25 u36 * * + + + + * * u13 u24 u35 u46 * a12 a23 a34 a45 a56 * u12 u23 u34 u45 u56 a11 a22 a33 a44 a55 a66 u11 u22 u33 u44 u55 u66 a21 a32 a43 a54 a65 * m21 m32 m43 m54 m65 * a31 a42 a53 a64 * * m31 m42 m53 m64 * * Array elements marked * are not used by the routine; 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.
Authors: Univ. of Tennessee, Univ. of California Berkeley, Univ. of Colorado Denver, NAG Ltd.
Date: November 2011
BandLUDecompose(Int32, Int32, Int32, Int32, Span<Complex<T>>, Int32, Span<Int32>, Int32)
Computes an LU factorization of a complex m-by-n band matrix A using partial pivoting with row interchanges.
public override void BandLUDecompose(
int m,
int n,
int kl,
int ku,
Span<Complex<T>> ab,
int ldab,
Span<int> ipiv,
out int info
)
Parameters
- m Int32
The number of rows of the matrix A. M >= 0.
- n Int32
The number of columns of the matrix A. N >= 0.
- kl Int32
The number of subdiagonals within the band of A. KL >= 0.
- ku Int32
The number of superdiagonals within the band of A. KU >= 0.
- ab Span<Complex<T>>
AB is TComplex array, dimension (LDAB,N) On entry, 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) On exit, details of the factorization: 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 below for further details.
- ldab Int32
The leading dimension of the array AB. LDAB >= 2*KL+KU+1.
- ipiv Span<Int32>
Dimension (min(M,N)) The pivot indices; for 1 <= i <= min(M,N), row i of the matrix was interchanged with row IPIV(i).
- info Int32
= 0: successful exit < 0: if INFO = -i, the i-th argument had an illegal value > 0: if INFO = +i, U(i,i) is exactly zero. The factorization has been completed, but the factor U is exactly singular, and division by zero will occur if it is used to solve a system of equations.
Remarks
This is the blocked version of the algorithm, calling Level 3 BLAS.
Further Details:
The band storage scheme is illustrated by the following example, when M = N = 6, KL = 2, KU = 1: On entry: On exit: * * * + + + * * * u14 u25 u36 * * + + + + * * u13 u24 u35 u46 * a12 a23 a34 a45 a56 * u12 u23 u34 u45 u56 a11 a22 a33 a44 a55 a66 u11 u22 u33 u44 u55 u66 a21 a32 a43 a54 a65 * m21 m32 m43 m54 m65 * a31 a42 a53 a64 * * m31 m42 m53 m64 * * Array elements marked * are not used by the routine; 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.
Authors: Univ. of Tennessee, Univ. of California Berkeley, Univ. of Colorado Denver, NAG Ltd.
Date: November 2011