dimanche 1 avril 2018

How to create an array of normal distributed random number generators in c++?

I need a series of normally distributed random numbers, with different mean and variance, I know how to create one series with a particular mean and variance but can I have like an array of generators?

like for 1 series we have

#include <random>
#include <iostream>
using namespace std;
int main()
{
    random_device rd;
    mt19937 gen(rd());
    normal_distribution<double> d(0.0, 1.0);
    for (int i = 0; i < 5000; i++)
        cout << " " << d(gen) << "\n";
    return 0;
}

and this gives me a series of normally distributed random numbers, and i know i can create another d with another mean and variance for another series but is there any way to have a lot of such normal_distribution d together in an array so that i can choose a particular generator by simply choosing an element in the array.

I have tried a version where

#include <random>
#include <iostream>
using namespace std;
int main()
{
    random_device rd;
    mt19937 gen(rd());
    normal_distribution<double> d(0.0, 1.0),d2(0.0,1.0);
    normal_distribution<double> D[]={d,d2};
    for (int i = 0; i < 5000; i++)
        cout << " " << D[0](gen) << "\n";
    system("pause");
    return 0;
}

but I want to initialize it directly with the array like D0 some thing like that so that i can put it in a loop




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