Matrix<T>.GetSingularValueDecomposition Method

Definition

Namespace: Numerics.NET
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.4

Overload List

GetSingularValueDecomposition()	Returns the singular value decomposition of the matrix.
GetSingularValueDecomposition(Matrix<T>)	Returns the generalized singular value decomposition of the matrix and another matrix.
GetSingularValueDecomposition(SingularValueDecompositionFactors)	Returns the singular value decomposition of the matrix.
GetSingularValueDecomposition(Matrix<T>, GeneralizedSingularValueDecompositionFactors)	Returns the generalized singular value decomposition of the matrix and another matrix.
GetSingularValueDecomposition(SingularValueDecompositionFactors, Boolean)	Returns the singular value decomposition of the matrix.
GetSingularValueDecomposition(Matrix<T>, GeneralizedSingularValueDecompositionFactors, Boolean)	Returns the generalized singular value decomposition of the matrix and another matrix.

GetSingularValueDecomposition

Returns the singular value decomposition of the matrix.

public SingularValueDecomposition<T> GetSingularValueDecomposition()

Visual Basic

Public Function GetSingularValueDecomposition As SingularValueDecomposition(Of T)

C++/CLI

public:
SingularValueDecomposition<T>^ GetSingularValueDecomposition()

member GetSingularValueDecomposition : unit -> SingularValueDecomposition<'T>

Return Value

SingularValueDecomposition<T>
An SingularValueDecomposition<T> object that represents the singular value decomposition of the matrix.

GetSingularValueDecomposition(Matrix<T>)

Returns the generalized singular value decomposition of the matrix and another matrix.

public GeneralizedSingularValueDecomposition<T> GetSingularValueDecomposition(
	Matrix<T> matrix2
)

Visual Basic

Public Function GetSingularValueDecomposition ( 
	matrix2 As Matrix(Of T)
) As GeneralizedSingularValueDecomposition(Of T)

C++/CLI

public:
GeneralizedSingularValueDecomposition<T>^ GetSingularValueDecomposition(
	Matrix<T>^ matrix2
)

member GetSingularValueDecomposition : 
        matrix2 : Matrix<'T> -> GeneralizedSingularValueDecomposition<'T>

Parameters

matrix2 Matrix<T>: The secondary matrix in the decomposition.

Return Value

GeneralizedSingularValueDecomposition<T>
An GeneralizedSingularValueDecomposition<T> object that represents the singular value decomposition of the matrix.

GetSingularValueDecomposition(SingularValueDecompositionFactors)

Returns the singular value decomposition of the matrix.

public virtual SingularValueDecomposition<T> GetSingularValueDecomposition(
	SingularValueDecompositionFactors requestedFactors
)

Visual Basic

Public Overridable Function GetSingularValueDecomposition ( 
	requestedFactors As SingularValueDecompositionFactors
) As SingularValueDecomposition(Of T)

C++/CLI

public:
virtual SingularValueDecomposition<T>^ GetSingularValueDecomposition(
	SingularValueDecompositionFactors requestedFactors
)

abstract GetSingularValueDecomposition : 
        requestedFactors : SingularValueDecompositionFactors -> SingularValueDecomposition<'T> 
override GetSingularValueDecomposition : 
        requestedFactors : SingularValueDecompositionFactors -> SingularValueDecomposition<'T>

Parameters

requestedFactors SingularValueDecompositionFactors: A SingularValueDecompositionFactors value that specifies which factors of the decomposition should be computed.

Return Value

SingularValueDecomposition<T>
An SingularValueDecomposition<T> object that represents the singular value decomposition of the matrix.

GetSingularValueDecomposition(Matrix<T>, GeneralizedSingularValueDecompositionFactors)

Returns the generalized singular value decomposition of the matrix and another matrix.

public virtual GeneralizedSingularValueDecomposition<T> GetSingularValueDecomposition(
	Matrix<T> matrix2,
	GeneralizedSingularValueDecompositionFactors requestedFactors
)

Visual Basic

Public Overridable Function GetSingularValueDecomposition ( 
	matrix2 As Matrix(Of T),
	requestedFactors As GeneralizedSingularValueDecompositionFactors
) As GeneralizedSingularValueDecomposition(Of T)

C++/CLI

public:
virtual GeneralizedSingularValueDecomposition<T>^ GetSingularValueDecomposition(
	Matrix<T>^ matrix2, 
	GeneralizedSingularValueDecompositionFactors requestedFactors
)

abstract GetSingularValueDecomposition : 
        matrix2 : Matrix<'T> * 
        requestedFactors : GeneralizedSingularValueDecompositionFactors -> GeneralizedSingularValueDecomposition<'T> 
override GetSingularValueDecomposition : 
        matrix2 : Matrix<'T> * 
        requestedFactors : GeneralizedSingularValueDecompositionFactors -> GeneralizedSingularValueDecomposition<'T>

Parameters

matrix2 Matrix<T>: The secondary matrix in the decomposition.
requestedFactors GeneralizedSingularValueDecompositionFactors: A GeneralizedSingularValueDecompositionFactors value that specifies which factors of the decomposition should be computed.

Return Value

GeneralizedSingularValueDecomposition<T>
An SingularValueDecomposition<T> object that represents the singular value decomposition of the matrix.

GetSingularValueDecomposition(SingularValueDecompositionFactors, Boolean)

Returns the singular value decomposition of the matrix.

public virtual SingularValueDecomposition<T> GetSingularValueDecomposition(
	SingularValueDecompositionFactors requestedFactors,
	bool overwriteMatrix
)

Visual Basic

Public Overridable Function GetSingularValueDecomposition ( 
	requestedFactors As SingularValueDecompositionFactors,
	overwriteMatrix As Boolean
) As SingularValueDecomposition(Of T)

C++/CLI

public:
virtual SingularValueDecomposition<T>^ GetSingularValueDecomposition(
	SingularValueDecompositionFactors requestedFactors, 
	bool overwriteMatrix
)

abstract GetSingularValueDecomposition : 
        requestedFactors : SingularValueDecompositionFactors * 
        overwriteMatrix : bool -> SingularValueDecomposition<'T> 
override GetSingularValueDecomposition : 
        requestedFactors : SingularValueDecompositionFactors * 
        overwriteMatrix : bool -> SingularValueDecomposition<'T>

Parameters

requestedFactors SingularValueDecompositionFactors: A SingularValueDecompositionFactors value that specifies which factors of the decomposition should be computed.
overwriteMatrix Boolean: A boolean value that indicates whether the contents of the matrix may be overwritten by the decomposition.

Return Value

SingularValueDecomposition<T>
An SingularValueDecomposition<T> object that represents the singular value decomposition of the matrix.

GetSingularValueDecomposition(Matrix<T>, GeneralizedSingularValueDecompositionFactors, Boolean)

Returns the generalized singular value decomposition of the matrix and another matrix.

public virtual GeneralizedSingularValueDecomposition<T> GetSingularValueDecomposition(
	Matrix<T> matrix2,
	GeneralizedSingularValueDecompositionFactors requestedFactors,
	bool overwriteMatrix
)

Visual Basic

Public Overridable Function GetSingularValueDecomposition ( 
	matrix2 As Matrix(Of T),
	requestedFactors As GeneralizedSingularValueDecompositionFactors,
	overwriteMatrix As Boolean
) As GeneralizedSingularValueDecomposition(Of T)

C++/CLI

public:
virtual GeneralizedSingularValueDecomposition<T>^ GetSingularValueDecomposition(
	Matrix<T>^ matrix2, 
	GeneralizedSingularValueDecompositionFactors requestedFactors, 
	bool overwriteMatrix
)

abstract GetSingularValueDecomposition : 
        matrix2 : Matrix<'T> * 
        requestedFactors : GeneralizedSingularValueDecompositionFactors * 
        overwriteMatrix : bool -> GeneralizedSingularValueDecomposition<'T> 
override GetSingularValueDecomposition : 
        matrix2 : Matrix<'T> * 
        requestedFactors : GeneralizedSingularValueDecompositionFactors * 
        overwriteMatrix : bool -> GeneralizedSingularValueDecomposition<'T>

Parameters

matrix2 Matrix<T>: The secondary matrix in the decomposition.
requestedFactors GeneralizedSingularValueDecompositionFactors: A GeneralizedSingularValueDecompositionFactors value that specifies which factors of the decomposition should be computed.
overwriteMatrix Boolean: A boolean value that indicates whether the contents of the matrix may be overwritten by the decomposition.

Return Value

GeneralizedSingularValueDecomposition<T>
An GeneralizedSingularValueDecomposition<T> object that represents the singular value decomposition of the matrix.

Matrix<T>.GetSingularValueDecomposition Method

Definition

Overload List

GetSingularValueDecomposition

Return Value

GetSingularValueDecomposition(Matrix<T>)

Parameters

Return Value

GetSingularValueDecomposition(SingularValueDecompositionFactors)

Parameters

Return Value

GetSingularValueDecomposition(Matrix<T>, GeneralizedSingularValueDecompositionFactors)

Parameters

Return Value

GetSingularValueDecomposition(SingularValueDecompositionFactors, Boolean)

Parameters

Return Value

GetSingularValueDecomposition(Matrix<T>, GeneralizedSingularValueDecompositionFactors, Boolean)

Parameters

Return Value

See Also

Reference