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normrnd function in c++

Tags:

c++

random

In MATLAB, function normrnd(mu,sigma) is used for generate normal random numbers. What is the equivalent function for it in C++ and under which library?

like image 428
userInThisWorld Avatar asked Jun 17 '26 20:06

userInThisWorld


1 Answers

See the random library, here is an example:

#include <iostream>
#include <iomanip>
#include <string>
#include <map>
#include <random>

int main()
{
    std::random_device rd;

    //
    // Engines 
    //
    std::mt19937 e2(rd());
    //std::knuth_b e2(rd());
    //std::default_random_engine e2(rd()) ;

    //
    // Distribtuions
    //
    std::normal_distribution<> dist(2, 2);
    //std::student_t_distribution<> dist(5);
    //std::poisson_distribution<> dist(2);
    //std::extreme_value_distribution<> dist(0,2);

    std::map<int, int> hist;
    for (int n = 0; n < 10000; ++n) {
        ++hist[std::round(dist(e2))];
    }

    for (auto p : hist) {
        std::cout << std::fixed << std::setprecision(1) << std::setw(2)
                  << p.first << ' ' << std::string(p.second/200, '*') << '\n';
    }
}

Here is the specific page for normal_distribution

like image 100
Shafik Yaghmour Avatar answered Jun 20 '26 09:06

Shafik Yaghmour



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