This class describes the Covariance as a list of elementary covariances (see CovAniso.hpp for more details) where the calculation rule is simple: the returned value is the sum of each elementary (active) covariance function. More...

#include <ACovAnisoList.hpp>

Inheritance diagram for ACovAnisoList:

Public Member Functions
	ACovAnisoList (const ASpace *space=nullptr)

	ACovAnisoList (const ACovAnisoList &r)

ACovAnisoList &	operator= (const ACovAnisoList &r)

virtual	~ACovAnisoList ()

virtual bool	isConsistent (const ASpace *space) const override
	ICloneable interface. More...

virtual int	getNVariables () const override
	Interface for ACov. More...

virtual bool	isIndexable () const override

virtual bool	isNoStat () const override

virtual const ANoStat *	getNoStat () const override

virtual ANoStat *	getNoStatModify () const override

virtual double	eval0 (int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const override
	Calculate the covariance between two variables for 0-distance (stationary case) More...

virtual double	eval (const SpacePoint &p1, const SpacePoint &p2, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const override
	Calculate the covariance between two variables and two points (general case) More...

virtual void	eval0MatInPlace (MatrixSquareGeneral &mat, const CovCalcMode *mode=nullptr) const override

virtual void	evalMatInPlace (const SpacePoint &p1, const SpacePoint &p2, MatrixSquareGeneral &mat, const CovCalcMode *mode=nullptr) const override

virtual void	evalMatOptimInPlace (int icas1, int iech1, int icas2, int iech2, MatrixSquareGeneral &mat, const CovCalcMode *mode=nullptr) const override

virtual void	updateCovByPoints (int icas1, int iech1, int icas2, int iech2) override

virtual void	updateCovByMesh (int imesh) override

virtual String	toString (const AStringFormat *strfmt=nullptr) const override
	Interface for AStringable Interface. More...

virtual void	addCov (const CovAniso *cov)
	ACovAnisoList Interface. More...

virtual bool	hasAnam () const

virtual const AAnam *	getAnam () const

virtual void	setActiveFactor (int)

virtual int	getActiveFactor () const

virtual int	getAnamNClass () const

void	addCovList (const ACovAnisoList *covs)

void	delCov (unsigned int i)

void	delAllCov ()

void	setFiltered (unsigned int i, bool filtered)

int	getCovaNumber (bool skipNugget=false) const

bool	isFiltered (unsigned int i) const

bool	hasRange () const

bool	isStationary () const

double	getMaximumDistance () const

double	getTotalSill (int ivar, int jvar) const

MatrixSquareGeneral	getTotalSill () const

void	normalize (double sill=1., int ivar=0, int jvar=0)

VectorInt	getActiveCovList () const

VectorInt	getAllActiveCovList () const

bool	isAllActiveCovList () const

const CovAniso *	getCova (int icov) const
	TODO : to be removed (encapsulation) More...

CovAniso *	getCova (int icov)

void	setCova (int icov, CovAniso *covs)

const ECov &	getType (int icov) const

String	getCovName (int icov) const

double	getParam (unsigned int icov) const

const MatrixSquareSymmetric &	getSill (unsigned int icov) const

double	getSill (unsigned int icov, int ivar, int jvar) const

int	getGradParamNumber (unsigned int icov) const

void	setSill (unsigned int icov, int ivar, int jvar, double value)

void	setType (unsigned int icov, const ECov &type)

void	setParam (unsigned int icov, double value)

CovAniso	extractCova (int icov) const

int	getCovaMinIRFOrder () const

void	optimizationPreProcess (const std::vector< SpacePoint > &vec) const

void	optimizationPostProcess () const

void	optimizationSetTarget (const SpacePoint &pt) const

void	evalOptimInPlace (VectorDouble &res, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

VectorVectorDouble	evalCovMatrixOptim (const Db db1, const Db db2, int ivar, int jvar, const CovCalcMode *mode) const

void	copyCovContext (const CovContext &ctxt)

bool	hasNugget () const

const ACovAnisoList *	createReduce (const VectorInt &validVars) const

int	addNoStat (const ANoStat *anostat)

int	getNoStatElemNumber () const

const EConsElem &	getNoStatElemType (int ipar) const

int	addNoStatElem (int igrf, int icov, const EConsElem &type, int iv1, int iv2)

int	addNoStatElems (const VectorString &codes)

CovParamId	getCovParamId (int ipar) const

int	getNoStatElemIcov (int ipar) const

Public Member Functions inherited from ACov
	ACov (const ASpace *space=nullptr)

	ACov (const ACov &r)

ACov &	operator= (const ACov &r)

virtual	~ACov ()

virtual bool	isOptimEnabled () const
	Tell if the use of Optimization is enabled or not. More...

virtual double	evalCovOnSphere (double, int, bool) const

virtual double	evalSpectrum (const VectorDouble &, int, int) const

void	setOptimEnabled (bool isOptimEnabled)

VectorDouble	eval (const std::vector< SpacePoint > &vec_p1, const std::vector< SpacePoint > &vec_p2, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

MatrixSquareGeneral	eval0Mat (const CovCalcMode *mode=nullptr) const

MatrixSquareGeneral	evalMat (const SpacePoint &p1, const SpacePoint &p2, const CovCalcMode *mode=nullptr) const

double	evalIvarIpas (double step, const VectorDouble &dir=VectorDouble(), int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

double	evalIvarIpasIncr (const VectorDouble &dincr, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

VectorDouble	evalIvarNpas (const VectorDouble &vec_step, const VectorDouble &dir=VectorDouble(), int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

MatrixSquareGeneral	evalNvarIpas (double step, const VectorDouble &dir=VectorDouble(), const CovCalcMode *mode=nullptr) const

MatrixSquareGeneral	evalNvarIpasIncr (const VectorDouble &dincr, const CovCalcMode *mode=nullptr) const

double	evalIsoIvarIpas (double step, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

VectorDouble	evalIsoIvarNpas (const VectorDouble &vec_step, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

MatrixSquareGeneral	evalIsoNvarIpas (double step, const CovCalcMode *mode=nullptr) const

double	evalCvv (const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

double	evalCvvShift (const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &shift, const VectorDouble &angles=VectorDouble(), int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

MatrixSquareGeneral	evalCvvM (const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const CovCalcMode *mode=nullptr) const

double	evalCxv (const SpacePoint &p1, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

double	evalCxv (const Db db, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), int ivar=0, int jvar=0, const CovCalcMode mode=nullptr) const

MatrixSquareGeneral	evalCxvM (const SpacePoint &p1, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), const CovCalcMode *mode=nullptr) const

VectorDouble	evalPointToDb (const SpacePoint &p1, const Db db2, int ivar=0, int jvar=0, bool useSel=true, const VectorInt &nbgh2=VectorInt(), const CovCalcMode mode=nullptr) const

VectorDouble	evalPointToDbAsSP (const std::vector< SpacePoint > &p1s, const SpacePoint &p2, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

double	evalAverageDbToDb (const Db db1, const Db db2, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

double	evalAverageIncrToIncr (const VectorVectorDouble &d1, const VectorVectorDouble &d2, int ivar=0, int jvar=0, const CovCalcMode *mode=nullptr) const

double	evalAveragePointToDb (const SpacePoint &p1, const Db db2, int ivar=0, int jvar=0, const CovCalcMode mode=nullptr) const

MatrixRectangular	evalCovMatrix (Db db1_arg, Db db2_arg=nullptr, int ivar=0, int jvar=0, const VectorInt &nbgh1=VectorInt(), const VectorInt &nbgh2=VectorInt(), const CovCalcMode *mode=nullptr)

double	extensionVariance (const Db *db, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), int ivar=0, int jvar=0) const

double	samplingDensityVariance (const Db *db, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), int ivar=0, int jvar=0) const

double	specificVolume (const Db *db, double mean, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), int ivar=0, int jvar=0) const

double	coefficientOfVariation (const Db *db, double volume, double mean, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), int ivar=0, int jvar=0) const

double	specificVolumeFromCoV (Db *db, double cov, double mean, const VectorDouble &ext, const VectorInt &ndisc, const VectorDouble &angles=VectorDouble(), const VectorDouble &x0=VectorDouble(), int ivar=0, int jvar=0) const

Public Member Functions inherited from ASpaceObject
	ASpaceObject (const ASpace *space=nullptr)

	ASpaceObject (const ASpace &space)

	ASpaceObject (const ASpaceObject &r)

ASpaceObject &	operator= (const ASpaceObject &r)

virtual	~ASpaceObject ()

const ASpace *	getSpace () const
	Accessor to the current object space context. More...

bool	isConsistent () const
	Indicate if I am consistent with my current space context. More...

VectorDouble	getUnitaryVector () const
	Return unitary vector for the current space context. More...

unsigned int	getNDim () const
	Shortcuts to ASpace methods. More...

const VectorDouble &	getOrigin () const
	Return the current space context origin coordinates. More...

double	getDistance (const SpacePoint &p1, const SpacePoint &p2) const
	Return the distance between two space points for the current space context. More...

double	getDistance1D (const SpacePoint &p1, const SpacePoint &p2, int idim) const
	Return the distance along one direction between two space points. More...

VectorDouble	getIncrement (const SpacePoint &p1, const SpacePoint &p2) const
	Return the increment vector between two space points for the current space context. More...

Public Member Functions inherited from AStringable
	AStringable ()

	AStringable (const AStringable &r)

AStringable &	operator= (const AStringable &r)

virtual	~AStringable ()

virtual void	display (const AStringFormat *strfmt=nullptr) const final

virtual void	display (int level) const final

Public Member Functions inherited from ICloneable
	ICloneable ()

virtual	~ICloneable ()

virtual ICloneable *	clone () const =0

Detailed Description

This class describes the Covariance as a list of elementary covariances (see CovAniso.hpp for more details) where the calculation rule is simple: the returned value is the sum of each elementary (active) covariance function.

This class also carry two other important informations:

a vector giving the status of each elementary covariance item: it may be active or filtered
a complex structure allowing each parameter (range, sill, anisotropy angle, ...) of each of the elementary covariances to be non-stationary (to have a value which depends on the location). For more details, see ANoStat.hpp.

Constructor & Destructor Documentation

ACovAnisoList::ACovAnisoList ( const ASpace * space = nullptr )

ACovAnisoList::ACovAnisoList ( const ACovAnisoList & r )

ACovAnisoList::~ACovAnisoList ( )

virtual

Member Function Documentation

void ACovAnisoList::addCov ( const CovAniso * cov )

virtual

ACovAnisoList Interface.

Reimplemented in CovLMCAnamorphosis, and CovLMGradient.

void ACovAnisoList::addCovList ( const ACovAnisoList * covs )

int ACovAnisoList::addNoStat ( const ANoStat * anostat )

Define Non-stationary parameters

Parameters

anostat ANoStat pointer will be duplicated

Returns: Error return code

int ACovAnisoList::addNoStatElem	(	int	igrf,
		int	icov,
		const EConsElem &	type,
		int	iv1,
		int	iv2
	)

int ACovAnisoList::addNoStatElems ( const VectorString & codes )

void ACovAnisoList::copyCovContext ( const CovContext & ctxt )

const ACovAnisoList * ACovAnisoList::createReduce ( const VectorInt & validVars ) const

void ACovAnisoList::delAllCov ( )

void ACovAnisoList::delCov ( unsigned int i )

double ACovAnisoList::eval	(	const SpacePoint &	p1,
		const SpacePoint &	p2,
		int	ivar = `0`,
		int	jvar = `0`,
		const CovCalcMode *	mode = `nullptr`
	)		const

overridevirtual

Calculate the covariance between two variables and two points (general case)

Implements ACov.

Reimplemented in CovLMCConvolution, CovLMCTapering, and CovLMCAnamorphosis.

double ACovAnisoList::eval0	(	int	ivar = `0`,
		int	jvar = `0`,
		const CovCalcMode *	mode = `nullptr`
	)		const

overridevirtual

Calculate the covariance between two variables for 0-distance (stationary case)

Implements ACov.

Reimplemented in CovLMCConvolution, CovLMCTapering, and CovLMCAnamorphosis.

void ACovAnisoList::eval0MatInPlace	(	MatrixSquareGeneral &	mat,
		const CovCalcMode *	mode = `nullptr`
	)		const

overridevirtual

Calculate the Matrix of covariance for zero distance

Parameters

mat	Covariance matrix (Dimension: nvar * nvar)
mode	Calculation Options

Remarks: : Matrix 'mat' should be dimensioned and initialized beforehand

Reimplemented from ACov.

Reimplemented in CovLMCConvolution, CovLMCTapering, CovLMCAnamorphosis, and CovLMGradient.

VectorVectorDouble ACovAnisoList::evalCovMatrixOptim	(	const Db *	db1,
		const Db *	db2,
		int	ivar,
		int	jvar,
		const CovCalcMode *	mode
	)		const

Evaluate the set of covariance vectors between samples of input 'db1' and samples of output 'db2'

Parameters

db1	Input Db
db2	Output db
ivar	Rank of the first variable
jvar	Rank of the second variable
mode	CovCalcMode structure

Returns

void ACovAnisoList::evalMatInPlace	(	const SpacePoint &	p1,
		const SpacePoint &	p2,
		MatrixSquareGeneral &	mat,
		const CovCalcMode *	mode = `nullptr`
	)		const

overridevirtual

Calculate the Matrix of covariance between two space points

Parameters

p1	Reference of the first space point
p2	Reference of the second space point
mat	Covariance matrix (Dimension: nvar * nvar)
mode	Calculation Options

Remarks: : Matrix 'mat' should be dimensioned and initialized beforehand

Reimplemented from ACov.

Reimplemented in CovLMCConvolution, CovLMCTapering, CovLMCAnamorphosis, and CovLMGradient.

void ACovAnisoList::evalMatOptimInPlace	(	int	icas1,
		int	iech1,
		int	icas2,
		int	iech2,
		MatrixSquareGeneral &	mat,
		const CovCalcMode *	mode = `nullptr`
	)		const

overridevirtual

Calculate the Matrix of covariance between two elements of two Dbs (defined beforehand)

Parameters

icas1	Origin of the Db containing the first point
iech1	Rank of the first point
icas2	Origin of the Db containing the second point
iech2	Rank of the second point
mat	Covariance matrix (Dimension: nvar * nvar)
mode	Calculation Options

Remarks: : Matrix 'mat' should be dimensioned and initialized beforehand

Implements ACov.

void ACovAnisoList::evalOptimInPlace	(	VectorDouble &	res,
		int	ivar = `0`,
		int	jvar = `0`,
		const CovCalcMode *	mode = `nullptr`
	)		const

CovAniso ACovAnisoList::extractCova ( int icov ) const

VectorInt ACovAnisoList::getActiveCovList ( ) const

virtual int ACovAnisoList::getActiveFactor ( ) const

inlinevirtual

Reimplemented in CovLMCAnamorphosis.

VectorInt ACovAnisoList::getAllActiveCovList ( ) const

virtual const AAnam* ACovAnisoList::getAnam ( ) const

inlinevirtual

Reimplemented in CovLMCAnamorphosis.

virtual int ACovAnisoList::getAnamNClass ( ) const

inlinevirtual

Reimplemented in CovLMCAnamorphosis.

const CovAniso * ACovAnisoList::getCova ( int icov ) const

TODO : to be removed (encapsulation)

CovAniso * ACovAnisoList::getCova ( int icov )

int ACovAnisoList::getCovaMinIRFOrder ( ) const

Returns: The Minimum IRF-order induced by the covariances

int ACovAnisoList::getCovaNumber ( bool skipNugget = false ) const

String ACovAnisoList::getCovName ( int icov ) const

CovParamId ACovAnisoList::getCovParamId ( int ipar ) const

int ACovAnisoList::getGradParamNumber ( unsigned int icov ) const

double ACovAnisoList::getMaximumDistance ( ) const

Returns the largest range (in any direction in the heterotopic case)

Returns

virtual const ANoStat* ACovAnisoList::getNoStat ( ) const

inlineoverridevirtual

Reimplemented from ACov.

int ACovAnisoList::getNoStatElemIcov ( int ipar ) const

int ACovAnisoList::getNoStatElemNumber ( ) const

const EConsElem & ACovAnisoList::getNoStatElemType ( int ipar ) const

virtual ANoStat* ACovAnisoList::getNoStatModify ( ) const

inlineoverridevirtual

Reimplemented from ACov.

int ACovAnisoList::getNVariables ( ) const

overridevirtual

Interface for ACov.

Implements ACov.

double ACovAnisoList::getParam ( unsigned int icov ) const

const MatrixSquareSymmetric & ACovAnisoList::getSill ( unsigned int icov ) const

double ACovAnisoList::getSill	(	unsigned int	icov,
		int	ivar,
		int	jvar
	)		const

double ACovAnisoList::getTotalSill	(	int	ivar,
		int	jvar
	)		const

Calculate the total sill of the model for given pair of variables Returns TEST as soon as one structure has no sill

Parameters

ivar	Rank of the first variable
jvar	Rank of the second variable

MatrixSquareGeneral ACovAnisoList::getTotalSill ( ) const

const ECov & ACovAnisoList::getType ( int icov ) const

virtual bool ACovAnisoList::hasAnam ( ) const

inlinevirtual

Reimplemented in CovLMCAnamorphosis.

bool ACovAnisoList::hasNugget ( ) const

bool ACovAnisoList::hasRange ( ) const

bool ACovAnisoList::isAllActiveCovList ( ) const

bool ACovAnisoList::isConsistent ( const ASpace * space ) const

overridevirtual

ICloneable interface.

Interface for ASpaceObject

TODO : ACovAnisoList::isConsistent

Implements ASpaceObject.

bool ACovAnisoList::isFiltered ( unsigned int i ) const

virtual bool ACovAnisoList::isIndexable ( ) const

inlineoverridevirtual

Reimplemented from ACov.

virtual bool ACovAnisoList::isNoStat ( ) const

inlineoverridevirtual

Reimplemented from ACov.

bool ACovAnisoList::isStationary ( ) const

void ACovAnisoList::normalize	(	double	sill = `1.`,
		int	ivar = `0`,
		int	jvar = `0`
	)

ACovAnisoList & ACovAnisoList::operator= ( const ACovAnisoList & r )

void ACovAnisoList::optimizationPostProcess ( ) const

void ACovAnisoList::optimizationPreProcess ( const std::vector< SpacePoint > & vec ) const

void ACovAnisoList::optimizationSetTarget ( const SpacePoint & pt ) const

virtual void ACovAnisoList::setActiveFactor ( int )

inlinevirtual

Reimplemented in CovLMCAnamorphosis.

void ACovAnisoList::setCova	(	int	icov,
		CovAniso *	covs
	)

void ACovAnisoList::setFiltered	(	unsigned int	i,
		bool	filtered
	)

void ACovAnisoList::setParam	(	unsigned int	icov,
		double	value
	)

void ACovAnisoList::setSill	(	unsigned int	icov,
		int	ivar,
		int	jvar,
		double	value
	)

void ACovAnisoList::setType	(	unsigned int	icov,
		const ECov &	type
	)

String ACovAnisoList::toString ( const AStringFormat * strfmt = nullptr ) const

overridevirtual

Interface for AStringable Interface.

Reimplemented from ASpaceObject.

Reimplemented in CovLMCConvolution, CovLMCTapering, and CovLMCAnamorphosis.

void ACovAnisoList::updateCovByMesh ( int imesh )

overridevirtual

Update the Model according to the Non-stationary parameters

Parameters

imesh Rank of the target mesh

Reimplemented from ACov.

void ACovAnisoList::updateCovByPoints	(	int	icas1,
		int	iech1,
		int	icas2,
		int	iech2
	)

overridevirtual

Update the Model according to the Non-stationary parameters

Parameters

icas1	Type of first Db: 1 for Input; 2 for Output
iech1	Rank of the target within Db1 (or -1)
icas2	Type of first Db: 1 for Input; 2 for Output
iech2	Rank of the target within Dbout (or -2)

Reimplemented from ACov.

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

include/Covariances/ACovAnisoList.hpp
src/Covariances/ACovAnisoList.cpp

Public Member Functions

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation