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JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t > Class Template Reference

Multidimensional interpolation method. More...

#include <JMultiFunction.hh>

Inheritance diagram for JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >:
JTOOLS::JMultiMap< JFunction_t::argument_type, JFunction_t, JMaplist_t, JDistance_t > JPHYSICS::JNPETable< double, double, JNPEMaplist_t > JPHYSICS::JNPETable< double, double, JNPEMapList_t2 > JOSCPROB::JOscProbInterpolator< JCollection_t, JFunction1D_t, JFunctionalMaplist_t > JPHYSICS::JCDFTable2D< JArgument_t, JResult_t > JPHYSICS::JNPETable< JArgument_t, JResult_t, JMaplist_t, JDistance_t > JTOOLS::JTransformableMultiFunction< JFunction_t, JMaplist_t, JDistance_t > KM3NET2D::JPhotocathodeArea2D JPHYSICS::JPDFTable< JFunction1D_t, JPDFMaplist_t > JPHYSICS::JPDFTable< JFunction1D_t, JPDFMapList_t > JPHYSICS::JPDFTable< JFunction1D_t, JMaplist_t, JDistance_t > JTOOLS::JMultiPDF< JFunction_t, JMaplist_t, JDistance_t >

Public Types

enum  { NUMBER_OF_DIMENSIONS = JMapLength<JMaplist_t>::value + JFunction_t::NUMBER_OF_DIMENSIONS }
 
typedef JMultiMap< typename
JFunction_t::argument_type,
JFunction_t, JMaplist_t,
JDistance_t > 		multimap_type
 
typedef JFunction_t function_type
 
typedef function_type::value_type value_type
 
typedef
function_type::argument_type 		argument_type
 
typedef
multimap_type::abscissa_type 		abscissa_type
 
typedef
multimap_type::ordinate_type 		ordinate_type
 
typedef multimap_type::result_type result_type
 
typedef
multimap_type::const_iterator 		const_iterator
 
typedef
multimap_type::const_reverse_iterator 		const_reverse_iterator
 
typedef multimap_type::iterator iterator
 
typedef
multimap_type::reverse_iterator 		reverse_iterator
 
typedef
multimap_type::super_iterator 		super_iterator
 
typedef
multimap_type::super_const_iterator 		super_const_iterator
 

Public Member Functions

 JMultiFunction ()
 Default constructor. More...
 
template<class T >
 JMultiFunction (const T &input)
 Constructor. More...
 
const JMultiFunction & getMultiFunction () const
 Get multidimensional function. More...
 
JMultiFunction & getMultiFunction ()
 Get multidimensional function. More...
 
template<class __JFunction_t , class __JMaplist_t , class __JDistance_t >
void insert (const JMultiFunction< __JFunction_t, __JMaplist_t, __JDistance_t > &input)
 Insert multidimensional input. More...
 
template<class JHistogram_t , class __JMaplist_t , class __JDistance_t >
void insert (const JMultiHistogram< JHistogram_t, __JMaplist_t, __JDistance_t > &input)
 Insert multidimensional input. More...
 
void compile ()
 Compilation. More...
 
void setExceptionHandler (const typename function_type::supervisor_type &supervisor)
 Set the supervisor for handling of exceptions. More...
 
template<class... Args>
result_type operator() (const Args &...args) const
 Multi-dimensional interpolation method call. More...
 

Protected Member Functions

template<unsigned int N, class __JAbscissa_t , class __JContents_t , template< class, class, class > class __JMap_t, class __JDistance_t >
void insert (const JMultiKey< N, argument_type > &key, const JHistogramMap< __JAbscissa_t, __JContents_t, __JMap_t, __JDistance_t > &input)
 Insert multidimensional histogram at multidimensional key. More...
 
template<class __JElement_t , template< class, class > class __JContainer_t, class __JDistance_t >
void insert (const JMultiKey< JMapLength< JMaplist_t >::value, argument_type > &key, const JHistogram1D< __JElement_t, __JContainer_t, __JDistance_t > &input)
 Convert one-dimensional histogram to PDF and insert result at given multidimensional key. More...
 
template<class JHistogram_t , class __JMaplist_t , class __JDistance_t >
void insert (const JMultiKey< JMapLength< JMaplist_t >::value, argument_type > &key, const JMultiHistogram< JHistogram_t, __JMaplist_t, __JDistance_t > &input)
 Convert multidimensional histogram to PDF and insert result at given multidimensional key. More...
 

Protected Attributes

JArray< NUMBER_OF_DIMENSIONS,
argument_type > 		buffer
 

Detailed Description

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
class JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >

Multidimensional interpolation method.

The template parameters respectively refer to:

  1. function object used for the lowest dimension(s);
  2. list of functional maps used for the higher dimension(s); and
  3. distance operator.

The number of dimensions of this function object is equal to the length of the given map list plus the extra dimensions of the first function object. When converting a multidimensional histogram to a multidimensional function for subsequent interpolations, the function object used for the lowest dimension(s) is treated as a probability density function.

Definition at line 39 of file JMultiFunction.hh.

Member Typedef Documentation

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef JMultiMap<typename JFunction_t::argument_type, JFunction_t, JMaplist_t, JDistance_t> JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::multimap_type

Definition at line 47 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef JFunction_t JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::function_type

Definition at line 51 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef function_type::value_type JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::value_type

Definition at line 53 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef function_type::argument_type JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::argument_type

Definition at line 54 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::abscissa_type JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::abscissa_type

Definition at line 56 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::ordinate_type JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::ordinate_type

Definition at line 57 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::result_type JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::result_type

Definition at line 58 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::const_iterator JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::const_iterator

Definition at line 60 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::const_reverse_iterator JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::const_reverse_iterator

Definition at line 61 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::iterator JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::iterator

Definition at line 62 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::reverse_iterator JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::reverse_iterator

Definition at line 63 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::super_iterator JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::super_iterator

Definition at line 65 of file JMultiFunction.hh.

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
typedef multimap_type::super_const_iterator JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::super_const_iterator

Definition at line 66 of file JMultiFunction.hh.

Member Enumeration Documentation

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
anonymous enum
Enumerator
NUMBER_OF_DIMENSIONS 

Definition at line 49 of file JMultiFunction.hh.

49 { NUMBER_OF_DIMENSIONS = JMapLength<JMaplist_t>::value + JFunction_t::NUMBER_OF_DIMENSIONS };
JTOOLS::JMapLength
Length of map list.
Definition: JMapList.hh:45

Constructor & Destructor Documentation

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::JMultiFunction ( )
inline

Default constructor.

Definition at line 75 of file JMultiFunction.hh.

76  {}
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
template<class T >
JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::JMultiFunction ( const T &  input)
inline

Constructor.

Parameters
inputmultidimensional input

Definition at line 85 of file JMultiFunction.hh.

86  {
87  insert(input);
88 
89  this->compile();
90  }
JTOOLS::JMultiFunction::compile
void compile()
Compilation.
Definition: JMultiFunction.hh:142
JTOOLS::JMultiFunction::insert
void insert(const JMultiFunction< __JFunction_t, __JMaplist_t, __JDistance_t > &input)
Insert multidimensional input.
Definition: JMultiFunction.hh:121

Member Function Documentation

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
const JMultiFunction& JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::getMultiFunction ( ) const
inline

Get multidimensional function.

Returns
this multidimensional function

Definition at line 98 of file JMultiFunction.hh.

99  {
100  return static_cast<const JMultiFunction&>(*this);
101  }
JTOOLS::JMultiFunction
Multidimensional interpolation method.
Definition: JMultiFunction.hh:39
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
JMultiFunction& JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::getMultiFunction ( )
inline

Get multidimensional function.

Returns
this multidimensional function

Definition at line 109 of file JMultiFunction.hh.

110  {
111  return static_cast<JMultiFunction&>(*this);
112  }
JTOOLS::JMultiFunction
Multidimensional interpolation method.
Definition: JMultiFunction.hh:39
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
template<class __JFunction_t , class __JMaplist_t , class __JDistance_t >
void JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::insert ( const JMultiFunction< __JFunction_t, __JMaplist_t, __JDistance_t > &  input)
inline

Insert multidimensional input.

Parameters
inputmultidimensional function

Definition at line 121 of file JMultiFunction.hh.

122  {
123  copy(input, *this);
124  }
JTOOLS::copy
void copy(const T &input, T &output)
Copy of input to output.
Definition: JToolsToolkit.hh:250
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
template<class JHistogram_t , class __JMaplist_t , class __JDistance_t >
void JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::insert ( const JMultiHistogram< JHistogram_t, __JMaplist_t, __JDistance_t > &  input)
inline

Insert multidimensional input.

Parameters
inputmultidimensional histogram

Definition at line 133 of file JMultiFunction.hh.

134  {
135  this->insert(JMultiKey<0, argument_type>(), input);
136  }
JTOOLS::JMultiKey
Multidimensional key.
Definition: JMultiKey.hh:34
JTOOLS::JMultiFunction::insert
void insert(const JMultiFunction< __JFunction_t, __JMaplist_t, __JDistance_t > &input)
Insert multidimensional input.
Definition: JMultiFunction.hh:121
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
void JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::compile ( )
inline

Compilation.

Definition at line 142 of file JMultiFunction.hh.

143  {
144  this->for_each(compiler);
145 
146  for (super_iterator i = this->super_begin(); i != this->super_end(); ++i) {
147  (*i).getValue().compile();
148  }
149  }
JTOOLS::JMultiFunction::super_iterator
multimap_type::super_iterator super_iterator
Definition: JMultiFunction.hh:65
JTOOLS::compiler
static const JCompiler compiler
Function object for functional object compilation.
Definition: JFunctional.hh:369
JTOOLS::for_each
JObject_t & for_each(JObject_t &object, JType< JTypeList< JHead_t, JTail_t > > typelist, const JTuple< T > &tuple)
For each data type method.
Definition: JTuple.hh:666
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
void JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::setExceptionHandler ( const typename function_type::supervisor_type &  supervisor)
inline

Set the supervisor for handling of exceptions.

Parameters
supervisorsupervisor

Definition at line 157 of file JMultiFunction.hh.

158  {
159  this->for_each(supervisor);
160 
161  for (super_iterator i = this->super_begin(); i != this->super_end(); ++i) {
162  (*i).getValue().setExceptionHandler(supervisor);
163  }
164  }
JTOOLS::JMultiFunction::super_iterator
multimap_type::super_iterator super_iterator
Definition: JMultiFunction.hh:65
JTOOLS::for_each
JObject_t & for_each(JObject_t &object, JType< JTypeList< JHead_t, JTail_t > > typelist, const JTuple< T > &tuple)
For each data type method.
Definition: JTuple.hh:666
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
template<class... Args>
result_type JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::operator() ( const Args &...  args) const
inline

Multi-dimensional interpolation method call.

Parameters
argscomma seperated list of abscissa values
Returns
function value

Definition at line 174 of file JMultiFunction.hh.

175  {
176  buffer.set(args...);
177 
178  return this->evaluate(buffer.data());
179  }
JTOOLS::JArray::set
JArray & set(const Args &...args)
Set array.
Definition: JArray.hh:199
JTOOLS::JMultiFunction::buffer
JArray< NUMBER_OF_DIMENSIONS, argument_type > buffer
Definition: JMultiFunction.hh:183
JTOOLS::JArray::data
const_pointer data() const
Get pointer to data.
Definition: JArray.hh:284
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
template<unsigned int N, class __JAbscissa_t , class __JContents_t , template< class, class, class > class __JMap_t, class __JDistance_t >
void JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::insert ( const JMultiKey< N, argument_type > &  key,
const JHistogramMap< __JAbscissa_t, __JContents_t, __JMap_t, __JDistance_t > &  input 
)
inlineprotected

Insert multidimensional histogram at multidimensional key.

Parameters
keymultidimensional key
inputmultidimensional histogram

Definition at line 196 of file JMultiFunction.hh.

198  {
199  if (input.size() > 1) {
200 
201  for (auto j = input.begin(), i = j++; j != input.end(); ++i, ++j) {
202 
203  const argument_type x = 0.5 * (i->getX() + j->getX());
204 
205  insert(JMultiKey<N+1, argument_type>(key, x), i->getY());
206  }
207  }
208  }
JTOOLS::JMultiFunction::argument_type
function_type::argument_type argument_type
Definition: JMultiFunction.hh:54
JTOOLS::JMultiKey
Multidimensional key.
Definition: JMultiKey.hh:34
JTOOLS::JMultiFunction::insert
void insert(const JMultiFunction< __JFunction_t, __JMaplist_t, __JDistance_t > &input)
Insert multidimensional input.
Definition: JMultiFunction.hh:121
JTOOLS::j
int j
Definition: JPolint.hh:703
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
template<class __JElement_t , template< class, class > class __JContainer_t, class __JDistance_t >
void JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::insert ( const JMultiKey< JMapLength< JMaplist_t >::value, argument_type > &  key,
const JHistogram1D< __JElement_t, __JContainer_t, __JDistance_t > &  input 
)
inlineprotected

Convert one-dimensional histogram to PDF and insert result at given multidimensional key.

Parameters
keymultidimensional key
inputhistogram

Definition at line 218 of file JMultiFunction.hh.

221  {
222  JFunction_t buffer;
223 
224  makePDF(input, buffer);
225 
226  multimap_type::insert(key, buffer);
227  }
JTOOLS::makePDF
void makePDF(const JHistogram1D< JElement_t, JContainer_t, JDistance_t > &input, typename JMappable< JElement_t >::map_type &output)
Conversion of histogram to probability density function (PDF).
Definition: JHistogram1D.hh:559
JTOOLS::JMultiFunction::buffer
JArray< NUMBER_OF_DIMENSIONS, argument_type > buffer
Definition: JMultiFunction.hh:183
template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
template<class JHistogram_t , class __JMaplist_t , class __JDistance_t >
void JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::insert ( const JMultiKey< JMapLength< JMaplist_t >::value, argument_type > &  key,
const JMultiHistogram< JHistogram_t, __JMaplist_t, __JDistance_t > &  input 
)
inlineprotected

Convert multidimensional histogram to PDF and insert result at given multidimensional key.

Parameters
keymultidimensional key
inputmultidimensional histogram

Definition at line 237 of file JMultiFunction.hh.

239  {
240  JFunction_t buffer;
241 
242  makePDF(input, buffer);
243 
244  multimap_type::insert(key, buffer);
245  }
JTOOLS::makePDF
void makePDF(const JHistogram1D< JElement_t, JContainer_t, JDistance_t > &input, typename JMappable< JElement_t >::map_type &output)
Conversion of histogram to probability density function (PDF).
Definition: JHistogram1D.hh:559
JTOOLS::JMultiFunction::buffer
JArray< NUMBER_OF_DIMENSIONS, argument_type > buffer
Definition: JMultiFunction.hh:183

Member Data Documentation

template<class JFunction_t, class JMaplist_t, class JDistance_t = JDistance<typename JFunction_t::argument_type>>
JArray<NUMBER_OF_DIMENSIONS, argument_type> JTOOLS::JMultiFunction< JFunction_t, JMaplist_t, JDistance_t >::buffer
mutableprotected

Definition at line 183 of file JMultiFunction.hh.

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