QUESO::VectorSpace< V, M > Class Template Reference

A class representing a vector space. More...

#include <VectorSet.h>

Inheritance diagram for QUESO::VectorSpace< V, M >:

Collaboration diagram for QUESO::VectorSpace< V, M >:

Public Member Functions
template<>
GslVector *	newVector () const
template<>
GslVector *	newVector (double value) const
template<>
GslMatrix *	newMatrix () const
template<>
GslMatrix *	newDiagMatrix (double diagValue) const
template<>
TeuchosVector *	newVector () const
template<>
TeuchosVector *	newVector (double value) const
template<>
TeuchosMatrix *	newMatrix () const
template<>
TeuchosMatrix *	newDiagMatrix (double diagValue) const
Constructor/Destructor methods
	VectorSpace (const BaseEnvironment &env, const char *prefix, unsigned int dimGlobalValue, const std::vector< std::string > *componentsNamesVec)
	Shaped constructor. More...
	~VectorSpace ()
	Destructor. More...
Attribute methods
const BaseEnvironment &	env () const
	Environment. More...
const Map &	map () const
	Map. More...
unsigned int	numOfProcsForStorage () const
	Returns total number of processes. More...
unsigned int	dimLocal () const
unsigned int	dimGlobal () const
unsigned int	globalIdOfFirstComponent () const
Mathematical methods
const V &	zeroVector () const
	Returns a vector filled with zeros. More...
V *	newVector () const
	Creates an empty vector of size given by Map& map. See template specialization. More...
V *	newVector (double value) const
	Creates a vector of size given by Map& map and all values give by value. See template specialization. More...
V *	newVector (const V &v) const
	Creates vector as a copy of another. More...
M *	newMatrix () const
	Creates an empty matrix of size given by Map& map. See template specialization. More...
M *	newDiagMatrix (const V &v) const
	Creates a diagonal matrix with the elements and size of vector v. More...
M *	newDiagMatrix (double diagValue) const
	Creates a diagonal matrix with the elements diagValue and size given by Map& map. See template specialization. More...
M *	newProposalMatrix (const V *varVec, const V *auxVec) const
	Creates a diagonal matrix conditionally to values from vector varVec, guaranteeing that its values are neither 0, NAN nor INFINITY. More...
const VectorSpace< V, M > &	vectorSpace () const
	Accessor method to this. Vector space to which this vector set belongs to. More...
bool	contains (const V &vec) const
	Whether vector contains vector vec. More...
void	centroid (V &vec) const
	The (INFINITY/nonexistent) centroid of the space. More...
void	moments (M &vec) const
	The (INFINITY/nonexistent) matrix of second moments of the space. More...
const DistArray< std::string > *	componentsNamesArray () const
	Access to private attribute m_componentsNamesArray, which is an instance of DistArray. More...
const std::vector< std::string > *	componentsNamesVec () const
	Access to private attribute m_componentsNamesVec. More...
const std::string &	localComponentName (unsigned int localComponentId) const
	Returns the local component names. More...
I/O methods
void	printComponentsNames (std::ostream &os, bool printHorizontally) const
	Prints the local component names. More...
void	print (std::ostream &os) const
	Prints only a message. More...
Public Member Functions inherited from QUESO::VectorSet< V, M >
	VectorSet (const BaseEnvironment &env, const char *prefix, double volume)
	Shaped constructor. More...
virtual	~VectorSet ()
	Virtual destructor. More...
const BaseEnvironment &	env () const
	Environment. Access to private attribute m_env. More...
const std::string &	prefix () const
	Access to private attribute m_prefix. More...
double	volume () const
	Set volume; access to private attribute m_volume. More...

Protected Member Functions
Map *	newMap ()
	Creates a new map. See template specialization. More...
template<>
Map *	newMap ()
template<>
Map *	newMap ()

Protected Attributes
unsigned int	m_dimGlobal
	Global dimension. More...
const Map *	m_map
	Map. More...
unsigned int	m_dimLocal
	Local dimension (number of elements owned by the calling processor.). More...
DistArray< std::string > *	m_componentsNamesArray
	Array of strings of the type DistArray to store the names of the components. More...
DistArray< std::string > *	m_componentsNamesVec
	Vector of strings of the type DistArray to store the names of the components. More...
std::string	m_emptyComponentName
	Empty string for the components names. More...
V *	m_zeroVector
	A vector of all elements equal to zero. More...
Protected Attributes inherited from QUESO::VectorSet< V, M >
const BaseEnvironment &	m_env
std::string	m_prefix
double	m_volume

Private Member Functions
	VectorSpace ()
	Default constructor. More...
	VectorSpace (const VectorSpace< V, M > &aux)
	Copy constructor. More...

Detailed Description

template<class V, class M>
class QUESO::VectorSpace< V, M >

A class representing a vector space.

Template classes V and M are to represent a vector class and a matrix class respectively. Currently (as of version 0.46.0) QUESO has matrix and vector classes implemented using either GSL or Trilinos-Teuchos libraries.

Definition at line 49 of file VectorSet.h.

Constructor & Destructor Documentation

template<class V , class M >

QUESO::VectorSpace< V, M >::VectorSpace	(	const BaseEnvironment &	env,
		const char *	prefix,
		unsigned int	dimGlobalValue,
		const std::vector< std::string > *	componentsNamesVec
	)

Shaped constructor.

Construct a vector space with QUESO environment env and of dimension dimGlobalValue.

Definition at line 38 of file VectorSpace.C.

References QUESO::BaseEnvironment::displayVerbosity(), QUESO::VectorSpace< V, M >::globalIdOfFirstComponent(), QUESO::DistArray< T >::GlobalLength(), QUESO::VectorSpace< V, M >::m_componentsNamesArray, QUESO::VectorSpace< V, M >::m_dimGlobal, QUESO::VectorSpace< V, M >::m_dimLocal, QUESO::VectorSet< V, M >::m_env, QUESO::VectorSpace< V, M >::m_map, QUESO::VectorSet< V, M >::m_prefix, QUESO::VectorSpace< V, M >::m_zeroVector, QUESO::DistArray< T >::MyLength(), QUESO::Map::NumGlobalElements(), QUESO::queso_require_equal_to_msg, and QUESO::BaseEnvironment::subDisplayFile().

  : VectorSet<V,M> (env,((std::string)(prefix) + "space_").c_str(),INFINITY),
    m_dimGlobal(dimGlobalValue),
    m_map(newMap()),
    m_dimLocal(m_map->NumMyElements()),
    m_componentsNamesArray(NULL),
    m_componentsNamesVec(NULL),
    m_emptyComponentName(""),
    m_zeroVector(new V(m_env,*m_map))
{
  if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 5)) {
    *m_env.subDisplayFile() << "Entering VectorSpace<V,M>::constructor(1)"
                            << ", with m_prefix = "                << m_prefix
                            << "\n  m_zeroVector->sizeGlobal() = " << m_zeroVector->sizeGlobal()
                            << "\n  m_dimGlobal                = " << m_dimGlobal
                            << "\n  m_zeroVector->sizeLocal()  = " << m_zeroVector->sizeLocal()
                            << "\n  m_dimLocal                 = " << m_dimLocal
                            << "\n  m_map->NumGlobalElements() = " << m_map->NumGlobalElements()
                            << "\n  componentsNamesVec         = " << componentsNamesVec
                            << std::endl;
  }

  if (m_zeroVector->sizeGlobal() != m_dimGlobal) {
    std::cerr << "In VectorSpace<V,M>::constructor(1)"
              << ", with m_prefix = " << m_prefix
              << ": m_zeroVector->sizeGlobal() = " << m_zeroVector->sizeGlobal()
              << ", m_dimGlobal = "                << m_dimGlobal
              << std::endl;
  }
  queso_require_equal_to_msg(m_zeroVector->sizeGlobal(), m_dimGlobal, "global size of 'm_zeroVector' is not equal to m_dimGlobal");

  if (m_zeroVector->sizeLocal() != m_dimLocal) {
    std::cerr << "In VectorSpace<V,M>::constructor(1)"
              << ", with m_prefix = " << m_prefix
              << ": m_zeroVector->sizeLocal() = " << m_zeroVector->sizeLocal()
              << ", m_dimLocal = "                << m_dimLocal
              << std::endl;
  }
  queso_require_equal_to_msg(m_zeroVector->sizeLocal(), m_dimLocal, "local size of 'm_zeroVector' is not equal to m_dimLocal");

  if (componentsNamesVec != NULL) {
    queso_require_equal_to_msg(componentsNamesVec->size(), (size_t) m_dimGlobal, "global size of 'componentsNames' is not equal to m_dimGlobal");

    m_componentsNamesArray = new DistArray<std::string>(*m_map,1);
    unsigned int myFirstId = this->globalIdOfFirstComponent();
    for (unsigned int i = 0; i < m_dimLocal; ++i) {
      (*m_componentsNamesArray)(i,0) = (*componentsNamesVec)[myFirstId+i];
    }

    queso_require_equal_to_msg(m_componentsNamesArray->GlobalLength(), (int) m_dimGlobal, "global size of 'm_componentsNamesArray' is not equal to m_dimGlobal");
    queso_require_equal_to_msg(m_componentsNamesArray->MyLength(), (int) m_dimLocal, "local size of 'm_componentsNamesArray' is not equal to m_dimLocal");
  }

  if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 5)) {
    *m_env.subDisplayFile() << "Leaving VectorSpace<V,M>::constructor(1)"
                            << ", with m_prefix = " << m_prefix
                            << std::endl;
  }
}

template<class V , class M >

QUESO::VectorSpace< V, M >::~VectorSpace

(

)

Destructor.

Definition at line 116 of file VectorSpace.C.

{
  if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 5)) {
    *m_env.subDisplayFile() << "Entering VectorSpace<V,M>::destructor()"
                            << std::endl;
  }

  if (m_zeroVector           != NULL) delete m_zeroVector;
  if (m_componentsNamesVec   != NULL) delete m_componentsNamesVec;
  if (m_componentsNamesArray != NULL) delete m_componentsNamesArray;
  if (m_map                  != NULL) delete m_map;

  if ((m_env.subDisplayFile()) && (m_env.displayVerbosity() >= 5)) {
    *m_env.subDisplayFile() << "Leaving VectorSpace<V,M>::destructor()"
                            << std::endl;
  }
}

template<class V, class M>

QUESO::VectorSpace< V, M >::VectorSpace ( )

private

Default constructor.

template<class V, class M>

QUESO::VectorSpace< V, M >::VectorSpace ( const VectorSpace< V, M > &  aux )

private

Copy constructor.

Definition at line 102 of file VectorSpace.C.

  : VectorSet<V,M>(aux.env(),((std::string)(aux.m_prefix)).c_str(),INFINITY),
    m_dimGlobal(aux.m_dimGlobal),
    m_map(newMap()),
    m_dimLocal(m_map->NumMyElements()),
    m_componentsNamesArray(NULL),
    m_componentsNamesVec(NULL),
    m_emptyComponentName(""),
    m_zeroVector(new V(m_env,*m_map))
{
}

Member Function Documentation

template<class V, class M >

void QUESO::VectorSpace< V, M >::centroid ( V &  vec ) const

virtual

The (INFINITY/nonexistent) centroid of the space.

Implements QUESO::VectorSet< V, M >.

Definition at line 249 of file VectorSpace.C.

{
  queso_assert_equal_to (m_dimLocal, vec.sizeLocal());

  for (unsigned int i = 0; i < m_dimLocal; ++i) {
    vec[i] = INFINITY;
  }
}

template<class V , class M >

const DistArray< std::string > * QUESO::VectorSpace< V, M >::componentsNamesArray

(

)

const

Access to private attribute m_componentsNamesArray, which is an instance of DistArray.

Definition at line 271 of file VectorSpace.C.

{
  return m_componentsNamesArray;
}

template<class V, class M>

const std::vector<std::string>* QUESO::VectorSpace< V, M >::componentsNamesVec

(

)

const

Access to private attribute m_componentsNamesVec.

template<class V, class M >

bool QUESO::VectorSpace< V, M >::contains ( const V &  vec ) const

virtual

Whether vector contains vector vec.

Implements QUESO::VectorSet< V, M >.

Definition at line 243 of file VectorSpace.C.

{
  return true;
}

template<class V , class M >

unsigned int QUESO::VectorSpace< V, M >::dimGlobal

(

)

const

Definition at line 161 of file VectorSpace.C.

Referenced by QUESO::ComputeCovCorrMatricesBetweenVectorSequences(), QUESO::GPMSAFactory< V, M >::GPMSAFactory(), and QUESO::InstantiateIntersection().

{
  return m_dimGlobal;
}

template<class V , class M >

unsigned int QUESO::VectorSpace< V, M >::dimLocal

(

)

const

Definition at line 155 of file VectorSpace.C.

Referenced by QUESO::BoxSubset< V, M >::BoxSubset(), QUESO::ComputeCovCorrMatricesBetweenVectorSequences(), QUESO::ExponentialMatrixCovarianceFunction< P_V, P_M, Q_V, Q_M >::ExponentialMatrixCovarianceFunction(), QUESO::GPMSAEmulator< V, M >::GPMSAEmulator(), and QUESO::StatisticalInverseProblem< P_V, P_M >::StatisticalInverseProblem().

{
  return m_dimLocal;
}

template<class V , class M >

const BaseEnvironment & QUESO::VectorSpace< V, M >::env

(

)

const

Environment.

Definition at line 136 of file VectorSpace.C.

Referenced by QUESO::InstantiateIntersection().

{
  return m_env;
}

template<class V , class M >

unsigned int QUESO::VectorSpace< V, M >::globalIdOfFirstComponent

(

)

const

Definition at line 167 of file VectorSpace.C.

Referenced by QUESO::VectorSpace< V, M >::VectorSpace().

{
  return m_map->MinMyGID();
}

template<class V , class M >

const std::string & QUESO::VectorSpace< V, M >::localComponentName

(

unsigned int

localComponentId

)

const

Returns the local component names.

Definition at line 277 of file VectorSpace.C.

{
  if (m_componentsNamesArray == NULL) return m_emptyComponentName;

  queso_require_less_equal_msg(localComponentId, m_dimLocal, "localComponentId is too big");

//return (*(const_cast<DistArray<std::string>*>(m_componentsNamesArray)))(localComponentId,0);
  return (*m_componentsNamesArray)(localComponentId,0);
}

template<class V , class M >

const Map & QUESO::VectorSpace< V, M >::map

(

)

const

Map.

Definition at line 142 of file VectorSpace.C.

Referenced by QUESO::GPMSAFactory< V, M >::GPMSAFactory().

{
  queso_require_msg(m_map, "m_map is still NULL");
  return *m_map;
}

template<class V , class M>

void QUESO::VectorSpace< V, M >::moments ( M &  vec ) const

virtual

The (INFINITY/nonexistent) matrix of second moments of the space.

Implements QUESO::VectorSet< V, M >.

Definition at line 259 of file VectorSpace.C.

{
  queso_assert_equal_to (m_dimLocal, mat.numCols());

  mat.zeroLower();
  mat.zeroUpper();
  for (unsigned int i = 0; i < m_dimLocal; ++i) {
    mat(i,i) = INFINITY;
  }
}

template<>

GslMatrix * QUESO::VectorSpace< GslVector, GslMatrix >::newDiagMatrix

(

double

diagValue

)

const

Definition at line 60 of file GslVectorSpace.C.

{
  return new GslMatrix(m_env,*m_map,diagValue);
}

template<>

TeuchosMatrix * QUESO::VectorSpace< TeuchosVector, TeuchosMatrix >::newDiagMatrix

(

double

diagValue

)

const

Definition at line 63 of file TeuchosVectorSpace.C.

{
  return new TeuchosMatrix(m_env,*m_map,diagValue);
}

template<class V, class M >

M * QUESO::VectorSpace< V, M >::newDiagMatrix

(

const V &

v

)

const

Creates a diagonal matrix with the elements and size of vector v.

Definition at line 190 of file VectorSpace.C.

{
  if (v.sizeGlobal() != m_dimGlobal) return NULL;
  if (v.sizeLocal () != m_dimLocal ) return NULL;

  return new M(v);
}

template<class V, class M>

M* QUESO::VectorSpace< V, M >::newDiagMatrix

(

double

diagValue

)

const

Creates a diagonal matrix with the elements diagValue and size given by Map& map. See template specialization.

template<>

Map * QUESO::VectorSpace< GslVector, GslMatrix >::newMap ( )

protected

Definition at line 32 of file GslVectorSpace.C.

{
  return new Map(m_dimGlobal,0,m_env.selfComm());
}

template<>

Map * QUESO::VectorSpace< TeuchosVector, TeuchosMatrix >::newMap ( )

protected

Definition at line 35 of file TeuchosVectorSpace.C.

{
  return new Map(m_dimGlobal,0,m_env.selfComm());
}

template<class V, class M>

Map* QUESO::VectorSpace< V, M >::newMap ( )

protected

Creates a new map. See template specialization.

template<>

GslMatrix * QUESO::VectorSpace< GslVector, GslMatrix >::newMatrix

(

)

const

Definition at line 53 of file GslVectorSpace.C.

{
  return new GslMatrix(m_env,*m_map,this->dimGlobal());
}

template<>

TeuchosMatrix * QUESO::VectorSpace< TeuchosVector, TeuchosMatrix >::newMatrix

(

)

const

Definition at line 56 of file TeuchosVectorSpace.C.

{
  return new TeuchosMatrix(m_env,*m_map,this->dimGlobal());
}

template<class V, class M>

M* QUESO::VectorSpace< V, M >::newMatrix

(

)

const

Creates an empty matrix of size given by Map& map. See template specialization.

template<class V, class M >

M * QUESO::VectorSpace< V, M >::newProposalMatrix	(	const V *	varVec,
		const V *	auxVec
	)		const

Creates a diagonal matrix conditionally to values from vector varVec, guaranteeing that its values are neither 0, NAN nor INFINITY.

If varVec[i] is either 0, NAN or INFINITY, then this method tries to assign the value (*auxVec)[i])^2 to matrix(i,i). Case (*auxVec)[i])^2 is either NAN or INFINITY, then matrix(i,i)=1.

Definition at line 199 of file VectorSpace.C.

{
  V tmpVec(*m_zeroVector);
  for (unsigned int i = 0; i < m_dimLocal; ++i) {
    double variance = INFINITY;
    if (varVec) variance = (*varVec)[i];
    if (m_env.subDisplayFile()) {
      *m_env.subDisplayFile() << "In VectorSpace<V,M>::newProposalMatrix()"
                              << ": i = "        << i
                              << ", variance = " << variance
                              << std::endl;
    }
    if ((variance == INFINITY) ||
        (variance == NAN     )) {
      if (auxVec) {
        tmpVec[i] = std::pow( fabs((*auxVec)[i])*0.05,2. );
        if ((tmpVec[i] == 0.      ) ||
            (tmpVec[i] == INFINITY) ||
            (tmpVec[i] == NAN     )) {
          tmpVec[i] = 1.;
        }
      }
      else {
        tmpVec[i] = 1.;
      }
    }
    else if (variance == 0.) {
      tmpVec[i] = 1.;
    }
    else {
      tmpVec[i] = variance;
    }
  }

  return newDiagMatrix(tmpVec);
}

template<>

GslVector * QUESO::VectorSpace< GslVector, GslMatrix >::newVector

(

)

const

Definition at line 39 of file GslVectorSpace.C.

{
  return new GslVector(m_env,*m_map);
}

template<>

TeuchosVector * QUESO::VectorSpace< TeuchosVector, TeuchosMatrix >::newVector

(

)

const

Definition at line 42 of file TeuchosVectorSpace.C.

{
  return new TeuchosVector(m_env,*m_map);
}

template<>

GslVector * QUESO::VectorSpace< GslVector, GslMatrix >::newVector

(

double

value

)

const

Definition at line 46 of file GslVectorSpace.C.

{
  return new GslVector(m_env,*m_map,value);
}

template<>

TeuchosVector * QUESO::VectorSpace< TeuchosVector, TeuchosMatrix >::newVector

(

double

value

)

const

Definition at line 49 of file TeuchosVectorSpace.C.

{
  return new TeuchosVector(m_env,*m_map,value);
}

template<class V, class M>

V* QUESO::VectorSpace< V, M >::newVector

(

)

const

Creates an empty vector of size given by Map& map. See template specialization.

template<class V, class M>

V* QUESO::VectorSpace< V, M >::newVector

(

double

value

)

const

Creates a vector of size given by Map& map and all values give by value. See template specialization.

template<class V, class M >

V * QUESO::VectorSpace< V, M >::newVector

(

const V &

v

)

const

Creates vector as a copy of another.

Definition at line 181 of file VectorSpace.C.

{
  if (v.sizeGlobal() != m_dimGlobal) return NULL;
  if (v.sizeLocal () != m_dimLocal ) return NULL;

  return new V(v);
}

template<class V , class M >

unsigned int QUESO::VectorSpace< V, M >::numOfProcsForStorage

(

)

const

Returns total number of processes.

Definition at line 149 of file VectorSpace.C.

Referenced by QUESO::ComputeCovCorrMatricesBetweenVectorRvs(), and QUESO::ComputeCovCorrMatricesBetweenVectorSequences().

{
  return m_map->Comm().NumProc();
}

template<class V , class M >

void QUESO::VectorSpace< V, M >::print ( std::ostream &  os ) const

virtual

Prints only a message.

Reimplemented from QUESO::VectorSet< V, M >.

Definition at line 309 of file VectorSpace.C.

{
  os << "In VectorSpace<V,M>::print()"
     << ": nothing to be printed" << std::endl;
  return;
}

template<class V , class M >

void QUESO::VectorSpace< V, M >::printComponentsNames	(	std::ostream &	os,
		bool	printHorizontally
	)		const

Prints the local component names.

Definition at line 289 of file VectorSpace.C.

{
  if (printHorizontally) {
    for (unsigned int i = 0; i < this->dimLocal(); ++i) {
      os << "'" << this->localComponentName(i) << "'"
         << " ";
    }
  }
  else {
    for (unsigned int i = 0; i < this->dimLocal(); ++i) {
      os << "'" << this->localComponentName(i) << "'"
         << std::endl;
    }
  }

  return;
}

template<class V , class M >

const VectorSpace< V, M > & QUESO::VectorSpace< V, M >::vectorSpace ( ) const

virtual

Accessor method to this. Vector space to which this vector set belongs to.

It is virtual in the base class 'VectorSet'

Implements QUESO::VectorSet< V, M >.

Definition at line 237 of file VectorSpace.C.

{
  return *this;
}

template<class V , class M >

const V & QUESO::VectorSpace< V, M >::zeroVector

(

)

const

Returns a vector filled with zeros.

Definition at line 174 of file VectorSpace.C.

Referenced by QUESO::ComputeCovCorrMatricesBetweenVectorRvs(), and QUESO::ComputeCovCorrMatricesBetweenVectorSequences().

{
  queso_require_msg(m_zeroVector, "m_zeroVector is still NULL");
  return *m_zeroVector;
}

Member Data Documentation

template<class V, class M>

DistArray<std::string>* QUESO::VectorSpace< V, M >::m_componentsNamesArray

protected

Array of strings of the type DistArray to store the names of the components.

Definition at line 159 of file VectorSpace.h.

Referenced by QUESO::VectorSpace< V, M >::VectorSpace().

template<class V, class M>

DistArray<std::string>* QUESO::VectorSpace< V, M >::m_componentsNamesVec

protected

Vector of strings of the type DistArray to store the names of the components.

Definition at line 162 of file VectorSpace.h.

template<class V, class M>

unsigned int QUESO::VectorSpace< V, M >::m_dimGlobal

protected

Global dimension.

Definition at line 150 of file VectorSpace.h.

Referenced by QUESO::VectorSpace< V, M >::VectorSpace().

template<class V, class M>

unsigned int QUESO::VectorSpace< V, M >::m_dimLocal

protected

Local dimension (number of elements owned by the calling processor.).

Definition at line 156 of file VectorSpace.h.

Referenced by QUESO::VectorSpace< V, M >::VectorSpace().

template<class V, class M>

std::string QUESO::VectorSpace< V, M >::m_emptyComponentName

protected

Empty string for the components names.

Definition at line 165 of file VectorSpace.h.

template<class V, class M>

const Map* QUESO::VectorSpace< V, M >::m_map

protected

Map.

Definition at line 153 of file VectorSpace.h.

Referenced by QUESO::VectorSpace< V, M >::VectorSpace().

template<class V, class M>

V* QUESO::VectorSpace< V, M >::m_zeroVector

protected

A vector of all elements equal to zero.

Definition at line 168 of file VectorSpace.h.

Referenced by QUESO::VectorSpace< V, M >::VectorSpace().

---

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

• src/basic/inc/VectorSet.h
• src/basic/inc/VectorSpace.h
• src/basic/src/VectorSpace.C