std::weibull_distribution (3) - Linux Manuals

std::weibull_distribution: std::weibull_distribution

NAME

std::weibull_distribution - std::weibull_distribution

Synopsis

Defined in header <random>
template< class RealType = double > (since C++11)
class weibull_distribution;

The weibull_distribution meets the requirements of a RandomNumberDistribution and produces random numbers according to the Weibull_distribution:

      f(x;a,b) =

      a
      b

      ⎛
      ⎜
      ⎝

      x
      b

      ⎞
      ⎟
      ⎠a-1
      exp⎛
      ⎜
      ⎝-⎛
      ⎜
      ⎝

      x
      b

      ⎞
      ⎟
      ⎠a
      ⎞
      ⎟
      ⎠

a is the shape_parameter and b the scale_parameter.
std::weibull_distribution satisfies RandomNumberDistribution

Template parameters

RealType - The result type generated by the generator. The effect is undefined if this is not one of float, double, or long double.

Member types

Member type Definition
result_type RealType
param_type the type of the parameter set, see RandomNumberDistribution.

Member functions

              constructs new distribution
constructor (public member function)
              resets the internal state of the distribution
reset (public member function)

Generation

              generates the next random number in the distribution
operator() (public member function)

Characteristics

              returns the distribution parameters
a (public member function)
b
              gets or sets the distribution parameter object
param (public member function)
              returns the minimum potentially generated value
min (public member function)
              returns the maximum potentially generated value
max (public member function)

Non-member functions

           compares two distribution objects
operator== (function)
operator!=
           performs stream input and output on pseudo-random number distribution
operator<< (function template)
operator>>

Example

// Run this code

  #include <iostream>
  #include <iomanip>
  #include <string>
  #include <map>
  #include <random>
  #include <cmath>
  int main()
  {
      std::random_device rd;
      std::mt19937 gen(rd());

      std::weibull_distribution<> d;

      std::map<int, int> hist;
      for(int n=0; n<10000; ++n) {
          ++hist[std::round(d(gen))];
      }
      for(auto p : hist) {
          std::cout << std::fixed << std::setprecision(1) << std::setw(2)
                    << p.first << ' ' << std::string(p.second/200, '*') << '\n';
      }
  }

Output:

  0 *******************
   1 *******************
   2 ******
   3 **
   4
   5
   6
   7
   8

External links

* Weisstein,_Eric_W._"Weibull_Distribution." From MathWorld--A Wolfram Web Resource.
* Weibull_distribution. From Wikipedia.