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SimTK::FactorSVD Class Reference

Class to compute a singular value decomposition of a matrix. More...

+ Inheritance diagram for SimTK::FactorSVD:

Public Member Functions

 ~FactorSVD ()
 
 FactorSVD ()
 default constructor More...
 
 FactorSVD (const FactorSVD &c)
 copy constructor More...
 
FactorSVDoperator= (const FactorSVD &rhs)
 copy assign More...
 
template<class ELT >
 FactorSVD (const Matrix_< ELT > &m)
 constructor More...
 
template<class ELT >
 FactorSVD (const Matrix_< ELT > &m, float rcond)
 singular value decomposition of a matrix using the specified reciprocal of the condition number rcond More...
 
template<class ELT >
 FactorSVD (const Matrix_< ELT > &m, double rcond)
 singular value decomposition of a matrix using the specified reciprocal of the condition number rcond More...
 
template<class ELT >
void factor (const Matrix_< ELT > &m)
 supply the matrix to do a singular value decomposition More...
 
template<class ELT >
void factor (const Matrix_< ELT > &m, float rcond)
 supply the matrix to do a singular value decomposition using the specified reciprocal of the condition number rcond More...
 
template<class ELT >
void factor (const Matrix_< ELT > &m, double rcond)
 supply the matrix to do a singular value decomposition using the specified reciprocal of the condition reciprocal of the condition number rcond More...
 
template<class T >
void getSingularValuesAndVectors (Vector_< typename CNT< T >::TReal > &values, Matrix_< T > &leftVectors, Matrix_< T > &rightVectors)
 get the singular values and singular vectors of the matrix More...
 
template<class T >
void getSingularValues (Vector_< T > &values)
 get just the singular values of the matrix More...
 
int getRank ()
 get rank of the matrix More...
 
template<class ELT >
void inverse (Matrix_< ELT > &m)
 get inverse of the matrix using singular value decomposition (sometimes called the pseudo inverse) More...
 
template<class ELT >
void solve (const Vector_< ELT > &b, Vector_< ELT > &x)
 solve for x given a right hand side vector using the singular value decomposition More...
 
template<class ELT >
void solve (const Matrix_< ELT > &b, Matrix_< ELT > &x)
 solve for a set of x vectors given multiple right hand side vectors using the singular value decomposition More...
 
- Public Member Functions inherited from SimTK::Factor
 Factor ()
 
template<class ELT >
 Factor (Matrix_< ELT > m)
 creates an factorization of a matrix More...
 
template<class ELT >
void solve (const Vector_< ELT > &b, Vector_< ELT > &x) const
 solves a single right hand side using a factorization More...
 
template<class ELT >
void solve (const Matrix_< ELT > &b, Matrix_< ELT > &x) const
 solves multiple right hand sides using a factorization More...
 

Protected Attributes

class FactorSVDRepBase * rep
 

Detailed Description

Class to compute a singular value decomposition of a matrix.

Constructor & Destructor Documentation

SimTK::FactorSVD::~FactorSVD ( )
SimTK::FactorSVD::FactorSVD ( )

default constructor

SimTK::FactorSVD::FactorSVD ( const FactorSVD c)

copy constructor

template<class ELT >
SimTK::FactorSVD::FactorSVD ( const Matrix_< ELT > &  m)

constructor

template<class ELT >
SimTK::FactorSVD::FactorSVD ( const Matrix_< ELT > &  m,
float  rcond 
)

singular value decomposition of a matrix using the specified reciprocal of the condition number rcond

template<class ELT >
SimTK::FactorSVD::FactorSVD ( const Matrix_< ELT > &  m,
double  rcond 
)

singular value decomposition of a matrix using the specified reciprocal of the condition number rcond

Member Function Documentation

FactorSVD& SimTK::FactorSVD::operator= ( const FactorSVD rhs)

copy assign

template<class ELT >
void SimTK::FactorSVD::factor ( const Matrix_< ELT > &  m)

supply the matrix to do a singular value decomposition

template<class ELT >
void SimTK::FactorSVD::factor ( const Matrix_< ELT > &  m,
float  rcond 
)

supply the matrix to do a singular value decomposition using the specified reciprocal of the condition number rcond

template<class ELT >
void SimTK::FactorSVD::factor ( const Matrix_< ELT > &  m,
double  rcond 
)

supply the matrix to do a singular value decomposition using the specified reciprocal of the condition reciprocal of the condition number rcond

template<class T >
void SimTK::FactorSVD::getSingularValuesAndVectors ( Vector_< typename CNT< T >::TReal > &  values,
Matrix_< T > &  leftVectors,
Matrix_< T > &  rightVectors 
)

get the singular values and singular vectors of the matrix

template<class T >
void SimTK::FactorSVD::getSingularValues ( Vector_< T > &  values)

get just the singular values of the matrix

int SimTK::FactorSVD::getRank ( )

get rank of the matrix

template<class ELT >
void SimTK::FactorSVD::inverse ( Matrix_< ELT > &  m)

get inverse of the matrix using singular value decomposition (sometimes called the pseudo inverse)

template<class ELT >
void SimTK::FactorSVD::solve ( const Vector_< ELT > &  b,
Vector_< ELT > &  x 
)

solve for x given a right hand side vector using the singular value decomposition

template<class ELT >
void SimTK::FactorSVD::solve ( const Matrix_< ELT > &  b,
Matrix_< ELT > &  x 
)

solve for a set of x vectors given multiple right hand side vectors using the singular value decomposition

Member Data Documentation

class FactorSVDRepBase* SimTK::FactorSVD::rep
protected

The documentation for this class was generated from the following file: