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ROOT::Math::MultiDimParamGradFunctionAdapter Class Reference

MultiDimParamGradFunctionAdapter class to wrap a one-dimensional parametric gradient function in a multi dimensional parametric gradient function interface This is used typically in fitting where internally the function is stored as multidimensional.

To wrap a non-parametric one-dim gradient function in a multi-dim interface one can use simply a a ROOT::Math::GradFunctor

The parameters are not stored in the adapter class and by default the pointer to the 1D function is owned. This means that deleting the class deletes also the 1D function and copying the class copies also the 1D function This class differs from WrappedParamFunction in the fact that the parameters are not stored in the adapter class and optionally it keeps a cloned and managed copy of the adapter class.

Definition at line 172 of file MultiDimParamFunctionAdapter.h.

Public Types

typedef IParamMultiGradFunction::BaseFunc BaseFunc
 
- Public Types inherited from ROOT::Math::IParametricGradFunctionMultiDimTempl< T >
using BaseFunc = typename IParametricFunctionMultiDimTempl< T >::BaseFunc
 
using BaseGradFunc = IGradientFunctionMultiDimTempl< T >
 
using BaseParamFunc = IParametricFunctionMultiDimTempl< T >
 
- Public Types inherited from ROOT::Math::IParametricFunctionMultiDimTempl< T >
typedef IBaseFunctionMultiDimTempl< T > BaseFunc
 
- Public Types inherited from ROOT::Math::IBaseFunctionMultiDimTempl< T >
typedef T BackendType
 
typedef IBaseFunctionMultiDimTempl< T > BaseFunc
 

Public Member Functions

 MultiDimParamGradFunctionAdapter (const IParamGradFunction &f)
 Constructor from a param one dim function interface from a const reference Copy and manage the own function pointer.
 
 MultiDimParamGradFunctionAdapter (const MultiDimParamGradFunctionAdapter &rhs)
 Copy constructor.
 
 MultiDimParamGradFunctionAdapter (IParamGradFunction &f)
 Constructor from a param one dim function interface from a non const reference Do not own the function pointer in this case.
 
 ~MultiDimParamGradFunctionAdapter () override
 Destructor (no operations)
 
BaseFuncClone () const override
 clone
 
unsigned int NDim () const override
 Retrieve the dimension of the function.
 
unsigned int NPar () const override
 Return the number of Parameters.
 
MultiDimParamGradFunctionAdapteroperator= (const MultiDimParamGradFunctionAdapter &rhs)
 Assignment operator.
 
void ParameterGradient (const double *x, const double *p, double *grad) const override
 
const doubleParameters () const override
 Access the parameter values.
 
void SetParameters (const double *p) override
 Set the parameter values.
 
- Public Member Functions inherited from ROOT::Math::IParametricGradFunctionMultiDimTempl< T >
 ~IParametricGradFunctionMultiDimTempl () override
 Virtual Destructor (no operations)
 
virtual bool HasParameterHessian () const
 
operator() (const T *x) const
 
operator() (const T *x, const double *p) const
 
ParameterDerivative (const T *x, const double *p, unsigned int ipar=0) const
 Evaluate the partial derivative w.r.t a parameter ipar from values and parameters.
 
ParameterDerivative (const T *x, unsigned int ipar=0) const
 Evaluate partial derivative using cached parameter values.
 
virtual bool ParameterG2 (const T *, const double *, T *) const
 Evaluate all the second derivatives (diagonal ones) of the function with respect to the parameters at a point x.
 
virtual void ParameterGradient (const T *x, const double *p, T *grad) const
 Evaluate the all the derivatives (gradient vector) of the function with respect to the parameters at a point x.
 
void ParameterGradient (const T *x, T *grad) const
 Evaluate all derivatives using cached parameter values.
 
virtual bool ParameterHessian (const T *, const double *, T *) const
 Evaluate the all the Hessian (second derivatives matrix) of the function with respect to the parameters at a point x.
 
- Public Member Functions inherited from ROOT::Math::IParametricFunctionMultiDimTempl< T >
operator() (const T *x) const
 
operator() (const T *x, const double *p) const
 Evaluate function at a point x and for given parameters p.
 
- Public Member Functions inherited from ROOT::Math::IBaseFunctionMultiDimTempl< T >
virtual ~IBaseFunctionMultiDimTempl ()=default
 
virtual bool HasGradient () const
 
operator() (const T *x) const
 Evaluate the function at a point x[].
 
- Public Member Functions inherited from ROOT::Math::IBaseParam
virtual ~IBaseParam ()
 Virtual Destructor (no operations)
 
virtual std::string ParameterName (unsigned int i) const
 Return the name of the i-th parameter (starting from zero) Overwrite if want to avoid the default name ("Par_0, Par_1, ...")
 

Private Member Functions

double DoEvalPar (const double *x, const double *p) const override
 functions needed by interface
 
double DoParameterDerivative (const double *x, const double *p, unsigned int ipar) const override
 

Private Attributes

IParamGradFunctionfFunc
 
bool fOwn
 

#include <Math/MultiDimParamFunctionAdapter.h>

Inheritance diagram for ROOT::Math::MultiDimParamGradFunctionAdapter:
[legend]

Member Typedef Documentation

◆ BaseFunc

Constructor & Destructor Documentation

◆ MultiDimParamGradFunctionAdapter() [1/3]

ROOT::Math::MultiDimParamGradFunctionAdapter::MultiDimParamGradFunctionAdapter ( const IParamGradFunction f)
inline

Constructor from a param one dim function interface from a const reference Copy and manage the own function pointer.

Definition at line 183 of file MultiDimParamFunctionAdapter.h.

◆ MultiDimParamGradFunctionAdapter() [2/3]

ROOT::Math::MultiDimParamGradFunctionAdapter::MultiDimParamGradFunctionAdapter ( IParamGradFunction f)
inline

Constructor from a param one dim function interface from a non const reference Do not own the function pointer in this case.

Definition at line 193 of file MultiDimParamFunctionAdapter.h.

◆ MultiDimParamGradFunctionAdapter() [3/3]

ROOT::Math::MultiDimParamGradFunctionAdapter::MultiDimParamGradFunctionAdapter ( const MultiDimParamGradFunctionAdapter rhs)
inline

Copy constructor.

Different behaviour according if function is owned or not

Definition at line 202 of file MultiDimParamFunctionAdapter.h.

◆ ~MultiDimParamGradFunctionAdapter()

ROOT::Math::MultiDimParamGradFunctionAdapter::~MultiDimParamGradFunctionAdapter ( )
inlineoverride

Destructor (no operations)

Definition at line 215 of file MultiDimParamFunctionAdapter.h.

Member Function Documentation

◆ Clone()

BaseFunc * ROOT::Math::MultiDimParamGradFunctionAdapter::Clone ( ) const
inlineoverridevirtual

◆ DoEvalPar()

double ROOT::Math::MultiDimParamGradFunctionAdapter::DoEvalPar ( const double x,
const double p 
) const
inlineoverrideprivate

functions needed by interface

Definition at line 281 of file MultiDimParamFunctionAdapter.h.

◆ DoParameterDerivative()

double ROOT::Math::MultiDimParamGradFunctionAdapter::DoParameterDerivative ( const double x,
const double p,
unsigned int  ipar 
) const
inlineoverrideprivate

Definition at line 290 of file MultiDimParamFunctionAdapter.h.

◆ NDim()

unsigned int ROOT::Math::MultiDimParamGradFunctionAdapter::NDim ( ) const
inlineoverridevirtual

Retrieve the dimension of the function.

Implements ROOT::Math::IBaseFunctionMultiDimTempl< T >.

Definition at line 262 of file MultiDimParamFunctionAdapter.h.

◆ NPar()

unsigned int ROOT::Math::MultiDimParamGradFunctionAdapter::NPar ( ) const
inlineoverridevirtual

Return the number of Parameters.

Implements ROOT::Math::IBaseParam.

Definition at line 257 of file MultiDimParamFunctionAdapter.h.

◆ operator=()

MultiDimParamGradFunctionAdapter & ROOT::Math::MultiDimParamGradFunctionAdapter::operator= ( const MultiDimParamGradFunctionAdapter rhs)
inline

Assignment operator.

Definition at line 224 of file MultiDimParamFunctionAdapter.h.

◆ ParameterGradient()

void ROOT::Math::MultiDimParamGradFunctionAdapter::ParameterGradient ( const double x,
const double p,
double grad 
) const
inlineoverride

Definition at line 271 of file MultiDimParamFunctionAdapter.h.

◆ Parameters()

const double * ROOT::Math::MultiDimParamGradFunctionAdapter::Parameters ( ) const
inlineoverridevirtual

Access the parameter values.

Implements ROOT::Math::IBaseParam.

Definition at line 247 of file MultiDimParamFunctionAdapter.h.

◆ SetParameters()

void ROOT::Math::MultiDimParamGradFunctionAdapter::SetParameters ( const double p)
inlineoverridevirtual

Set the parameter values.

Parameters
pvector of doubles containing the parameter values.

to be defined: can user change number of params ? At the moment no.

Implements ROOT::Math::IBaseParam.

Definition at line 252 of file MultiDimParamFunctionAdapter.h.

Member Data Documentation

◆ fFunc

IParamGradFunction* ROOT::Math::MultiDimParamGradFunctionAdapter::fFunc
private

Definition at line 298 of file MultiDimParamFunctionAdapter.h.

◆ fOwn

bool ROOT::Math::MultiDimParamGradFunctionAdapter::fOwn
private

Definition at line 297 of file MultiDimParamFunctionAdapter.h.

Libraries for ROOT::Math::MultiDimParamGradFunctionAdapter:

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