cpp / latest / numeric / random / bernoulli_distribution.html /

std::bernoulli_distribution

Defined in header <random>
class bernoulli_distribution;
(since C++11)

Produces random boolean values, according to the discrete probability function. The probability of true is P(b|p) =



⎩p if b == true
1 − p if b == false

std::bernoulli_distribution satisfies RandomNumberDistribution.

Member types

Member type Definition
result_type bool
param_type(C++11) the type of the parameter set, see RandomNumberDistribution.

Member functions

(C++11)
constructs new distribution
(public member function)
(C++11)
resets the internal state of the distribution
(public member function)
Generation
(C++11)
generates the next random number in the distribution
(public member function)
Characteristics
returns the p distribution parameter (probability of generating true)
(public member function)
(C++11)
gets or sets the distribution parameter object
(public member function)
(C++11)
returns the minimum potentially generated value
(public member function)
(C++11)
returns the maximum potentially generated value
(public member function)

Non-member functions

(C++11)(C++11)(removed in C++20)
compares two distribution objects
(function)
(C++11)
performs stream input and output on pseudo-random number distribution
(function template)

Example

#include <iostream>
#include <iomanip>
#include <string>
#include <map>
#include <random>
 
int main()
{
    std::random_device rd;
    std::mt19937 gen(rd());
    // give "true" 1/4 of the time
    // give "false" 3/4 of the time
    std::bernoulli_distribution d(0.25);
 
    std::map<bool, int> hist;
    for(int n=0; n<10000; ++n) {
        ++hist[d(gen)];
    }
    for(auto p : hist) {
        std::cout << std::boolalpha << std::setw(5) << p.first
                  << ' ' << std::string(p.second/500, '*') << '\n';
    }
}

Possible output:

false ***************
 true ****

Weisstein, Eric W. "Bernoulli Distribution." From MathWorld--A Wolfram Web Resource.

© cppreference.com
Licensed under the Creative Commons Attribution-ShareAlike Unported License v3.0.
https://en.cppreference.com/w/cpp/numeric/random/bernoulli_distribution