LinearAlgebraOperations<T>.FullMatrixNorm Method

Definition

Namespace: Numerics.NET.LinearAlgebra.Implementation
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3

Overload List

FullMatrixNorm(MatrixNorm, Int32, Int32, Array2D<T>)

Returns the value of the one norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a real matrix A.

FullMatrixNorm(MatrixNorm, Int32, Int32, Array2D<Complex<T>>) Computes the norm of a general rectangular matrix.
FullMatrixNorm(MatrixNorm, Int32, Int32, ReadOnlySpan2D<Complex<T>>) Computes the norm of a general rectangular matrix.
FullMatrixNorm(MatrixNorm, Int32, Int32, ReadOnlySpan<T>, Int32)

Returns the value of the one norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a real matrix A.

FullMatrixNorm(MatrixNorm, Int32, Int32, ReadOnlySpan<Complex<T>>, Int32) Computes the norm of a general rectangular matrix.

FullMatrixNorm(MatrixNorm, Int32, Int32, Array2D<T>)

Returns the value of the one norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a real matrix A.

C#
public T FullMatrixNorm(
	MatrixNorm norm,
	int m,
	int n,
	Array2D<T> a
)

Parameters

norm  MatrixNorm
            Specifies the value to be returned in DLANGE as described
            above.
            
m  Int32
            The number of rows of the matrix A.  M >= 0.  When M = 0,
            DLANGE is set to zero.
            
n  Int32
            The number of columns of the matrix A.  N >= 0.  When N = 0,
            DLANGE is set to zero.
            
a  Array2D<T>
            Dimension (LDA,N)
            The m by n matrix A.
            
            The leading dimension of the array A.  LDA >= max(M,1).
            

Return Value

T

Remarks

            DLANGE = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                     (
                     ( norm1(A),         NORM = '1', 'O' or 'o'
                     (
                     ( normI(A),         NORM = 'I' or 'i'
                     (
                     ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
            ere  norm1  denotes the  one norm of a matrix (maximum column sum),
            ormI  denotes the  infinity norm  of a matrix  (maximum row sum) and
            normF  denotes the  Frobenius norm of a matrix (square root of sum of
            squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.
            

This method corresponds to the LAPACK routine DLANGE.

FullMatrixNorm(MatrixNorm, Int32, Int32, Array2D<Complex<T>>)

Computes the norm of a general rectangular matrix.
C#
public T FullMatrixNorm(
	MatrixNorm norm,
	int m,
	int n,
	Array2D<Complex<T>> a
)

Parameters

norm  MatrixNorm
A MatrixNorm that specifies the type of norm to compute.
m  Int32
The number of rows of the matrix.
n  Int32
The number of columns of the matrix.
a  Array2D<Complex<T>>
A complex array that contains the elements of the matrix.

Return Value

T
The norm of the matrix.

Remarks

This method corresponds to the LAPACK routine ?LANGE.

FullMatrixNorm(MatrixNorm, Int32, Int32, ReadOnlySpan2D<Complex<T>>)

Computes the norm of a general rectangular matrix.
C#
public T FullMatrixNorm(
	MatrixNorm norm,
	int m,
	int n,
	ReadOnlySpan2D<Complex<T>> a
)

Parameters

norm  MatrixNorm
A MatrixNorm that specifies the type of norm to compute.
m  Int32
The number of rows of the matrix.
n  Int32
The number of columns of the matrix.
a  ReadOnlySpan2D<Complex<T>>
A complex array that contains the elements of the matrix.

Return Value

T
The norm of the matrix.

Remarks

This method corresponds to the LAPACK routine ?LANGE.

FullMatrixNorm(MatrixNorm, Int32, Int32, ReadOnlySpan<T>, Int32)

Returns the value of the one norm, or the Frobenius norm, or the infinity norm, or the element of largest absolute value of a real matrix A.

C#
public abstract T FullMatrixNorm(
	MatrixNorm norm,
	int m,
	int n,
	ReadOnlySpan<T> a,
	int lda
)

Parameters

norm  MatrixNorm
            Specifies the value to be returned in DLANGE as described
            above.
            
m  Int32
            The number of rows of the matrix A.  M >= 0.  When M = 0,
            DLANGE is set to zero.
            
n  Int32
            The number of columns of the matrix A.  N >= 0.  When N = 0,
            DLANGE is set to zero.
            
a  ReadOnlySpan<T>
            Dimension (LDA,N)
            The m by n matrix A.
            
lda  Int32
            The leading dimension of the array A.  LDA >= max(M,1).
            

Return Value

T

Implements

ILinearAlgebraOperations<T>.FullMatrixNorm(MatrixNorm, Int32, Int32, ReadOnlySpan<T>, Int32)

Remarks

            DLANGE = ( max(abs(A(i,j))), NORM = 'M' or 'm'
                     (
                     ( norm1(A),         NORM = '1', 'O' or 'o'
                     (
                     ( normI(A),         NORM = 'I' or 'i'
                     (
                     ( normF(A),         NORM = 'F', 'f', 'E' or 'e'
            ere  norm1  denotes the  one norm of a matrix (maximum column sum),
            ormI  denotes the  infinity norm  of a matrix  (maximum row sum) and
            normF  denotes the  Frobenius norm of a matrix (square root of sum of
            squares).  Note that  max(abs(A(i,j)))  is not a consistent matrix norm.
            

This method corresponds to the LAPACK routine DLANGE.

FullMatrixNorm(MatrixNorm, Int32, Int32, ReadOnlySpan<Complex<T>>, Int32)

Computes the norm of a general rectangular matrix.
C#
public abstract T FullMatrixNorm(
	MatrixNorm norm,
	int m,
	int n,
	ReadOnlySpan<Complex<T>> a,
	int lda
)

Parameters

norm  MatrixNorm
A MatrixNorm that specifies the type of norm to compute.
m  Int32
The number of rows of the matrix.
n  Int32
The number of columns of the matrix.
a  ReadOnlySpan<Complex<T>>
A complex array that contains the elements of the matrix.
lda  Int32
The leading dimension of the matrix a.

Return Value

T
The norm of the matrix.

Remarks

This method corresponds to the LAPACK routine ?LANGE.

See Also