Matrix<T>.GetSingularValueDecomposition Method

Definition

Namespace: Extreme.Mathematics
Assembly: Extreme.Numerics (in Extreme.Numerics.dll) Version: 8.1.23

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.
C#
public SingularValueDecomposition<T> GetSingularValueDecomposition()

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.
C#
public GeneralizedSingularValueDecomposition<T> GetSingularValueDecomposition(
	Matrix<T> matrix2
)

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.
C#
public virtual SingularValueDecomposition<T> GetSingularValueDecomposition(
	SingularValueDecompositionFactors requestedFactors
)

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

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

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

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.

See Also