RWSVDCalc< TypeT > Class Template Reference

Computes a singular value decomposition of a matrix based on the LAPACK routine xgesvd. More...

#include <rw/lapack/svdcalc.h>

Static Public Member Functions
static bool	computeSVD (const RWGenMat< TypeT > &A, RWGenMat< TypeT > &U, RWGenMat< TypeT > &VT, RWMathVec< norm_type > &sigma, norm_type tolerance=0, int numLeftVectors=-1, int numRightVectors=-1)

Private Types
typedef rw_numeric_traits< TypeT >::norm_type	norm_type

Detailed Description

template<class TypeT>
class RWSVDCalc< TypeT >

Computes a singular value decomposition of a matrix A. Based on the LAPACK routine xgesvd. This class may be used as the SVDCalc template parameter for the classes RWSVDecomp, RWSVServer and RWLeastSqSV.

Synopsis

#include <rw/lapack/svdcalc.h>

Member Typedef Documentation

norm_type

template<class TypeT >

typedef rw_numeric_traits<TypeT>::norm_type RWSVDCalc< TypeT >::norm_type

private

Typedef for the usual return type of numerical norm-like functions. For more information, see rw_numeric_traits<T>::norm_type.

Member Function Documentation

computeSVD()

template<class TypeT >

static bool RWSVDCalc< TypeT >::computeSVD ( const RWGenMat< TypeT > & A, RWGenMat< TypeT > & U, RWGenMat< TypeT > & VT, RWMathVec< norm_type > & sigma, norm_type tolerance = 0, int numLeftVectors = -1, int numRightVectors = -1 )

static

where norm_type is a typedef for rw_numeric_traits<T>::norm_type. The return value is true if the decomposition was successfully computed.

Parameters

A	The input matrix for which the singular value decomposition is being computed.
U	The output matrix of left singular victors (the columns of U are the left singular vectors).
VT	The output matrix of right singular victors (the rows of VT are the right singular victors).
sigma	The output vector of singular values in descending order.
tolerance	The input singular values with magnitude less than tolerance will be set to zero.
numLeftVectors	The input number of left vectors to compute. If the number is less than zero, the default number of vectors will be computed (it is up to the developer to determine what the default is).
numRightVectors	The input number of right vectors to compute. If the number is less than zero, the default number of vectors will be computed (it is up to the developer to determine what the default is).