Linear Algebra Operations Extensions.Full Matrix Norm Method
Definition
Namespace: Numerics.NET.Collections
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3
Overload List
Full | 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. |
Full | Computes the norm of a general rectangular matrix. |
FullMatrixNorm<T>(ILinearAlgebraOperations<T>, MatrixNorm, Int32, Int32, ReadOnlySpan2D<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.
public static T FullMatrixNorm<T>(
this ILinearAlgebraOperations<T> operations,
MatrixNorm norm,
int m,
int n,
ReadOnlySpan2D<T> a
)
Parameters
- operations ILinearAlgebraOperations<T>
- The object that performs the operation.
- 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 ReadOnlySpan2D<T>
Dimension (LDA,N) The m by n matrix A.
The leading dimension of the array A. LDA >= max(M,1).
Type Parameters
- T
Return Value
TUsage Note
In Visual Basic and C#, you can call this method as an instance method on any object of type ILinearAlgebraOperations<T>. When you use instance method syntax to call this method, omit the first parameter. For more information, see Extension Methods (Visual Basic) or Extension Methods (C# Programming Guide).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<T, TStorage2D>(ILinearAlgebraOperations<T>, MatrixNorm, Int32, Int32, TStorage2D)
Computes the norm of a general rectangular matrix.
public static T FullMatrixNorm<T, TStorage2D>(
this ILinearAlgebraOperations<T> operations,
MatrixNorm norm,
int m,
int n,
TStorage2D a
)
where TStorage2D : Object, IStorage2D<T>
Parameters
- operations ILinearAlgebraOperations<T>
- The linear algebra operations instance used to perform the calculation.
- 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 TStorage2D
- A T array that contains the elements of the matrix.
Type Parameters
- T
- TStorage2D
Return Value
TThe norm of the matrix.
Usage Note
In Visual Basic and C#, you can call this method as an instance method on any object of type ILinearAlgebraOperations<T>. When you use instance method syntax to call this method, omit the first parameter. For more information, see Extension Methods (Visual Basic) or Extension Methods (C# Programming Guide).Remarks
This method corresponds to the LAPACK routine ?LANGE.