bpp-core3  3.0.0
UniformDiscreteDistribution.h
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1 //
2 // File: UniformDiscreteDistribution.h
3 // Authors:
4 // Laurent Guéguen
5 // Created: 2010-04-07 00:00:00
6 //
7 
8 /*
9  Copyright or © or Copr. CNRS, (2010)
10 
11  This software is a computer program whose purpose is to provide classes
12  for numerical calculus.
13 
14  This software is governed by the CeCILL license under French law and
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18  "http://www.cecill.info".
19 
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40 
41 #ifndef BPP_NUMERIC_PROB_UNIFORMDISCRETEDISTRIBUTION_H
42 #define BPP_NUMERIC_PROB_UNIFORMDISCRETEDISTRIBUTION_H
43 
44 
45 #include "../Constraints.h"
46 #include "../Random/RandomTools.h"
48 
49 namespace bpp
50 {
59 {
60 private:
61  double min_;
62  double max_;
63 
64 public:
71  UniformDiscreteDistribution(unsigned int n, double min = 0., double max = 1.);
72 
74 
76 
78 
80 
81 public:
82  std::string getName() const {return "Uniform";}
83 
84  void fireParameterChanged(const ParameterList& parameters);
85 
86  double randC() const
87  {
89  while (!intMinMax_->isCorrect(x))
91  return x;
92  }
93 
94  double qProb(double x) const
95  {
96  return min_ + x * (max_ - min_);
97  }
98 
99  double pProb(double x) const
100  {
101  return (x <= min_) ? 0 : (x - min_) / (max_ - min_);
102  }
103 
104  double Expectation(double a) const
105  {
106  return (a <= min_) ? 0 : ((a >= max_) ? (max_ + min_) / 2 : (a * a - min_ * min_) / (max_ - min_) / 2);
107  }
108 };
109 } // end of namespace bpp.
110 #endif // BPP_NUMERIC_PROB_UNIFORMDISCRETEDISTRIBUTION_H
Partial implementation of the DiscreteDistribution interface.
std::shared_ptr< IntervalConstraint > intMinMax_
the interval where the distribution is defined/restricted.
The parameter list object.
Definition: ParameterList.h:65
static double giveRandomNumberBetweenZeroAndEntry(double entry, const RandomFactory &generator= *DEFAULT_GENERATOR)
Get a double random value (between 0 and specified range).
Definition: RandomTools.cpp:63
Discretized Uniform distribution. All categories are equidistributed all along a given interval.
double pProb(double x) const
Return the cumulative quantile of the continuous version of the distribution, ie .
UniformDiscreteDistribution & operator=(const UniformDiscreteDistribution &)
double qProb(double x) const
Return the quantile of the continuous version of the distribution, ie y such that .
double Expectation(double a) const
Return a primitive function used for the expectation of the continuous version of the distribution,...
UniformDiscreteDistribution * clone() const
Create a copy of this object and send a pointer to it.
UniformDiscreteDistribution(unsigned int n, double min=0., double max=1.)
Build a new discretized uniform distribution.
void fireParameterChanged(const ParameterList &parameters)
Notify the class when one or several parameters have changed.
std::string getName() const
Get the name of the distribution.
double randC() const
Draw a random number from the continuous version of this distribution, if it exists.