Created
October 8, 2017 18:47
-
-
Save Pseudomanifold/1ed2b3b5b0a1389bdad97b2fdf5af47e to your computer and use it in GitHub Desktop.
Selection sampling without replacement (following Knuth's algorithm S)
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#include <iostream> | |
#include <limits> | |
#include <random> | |
#include <vector> | |
int main(int, char**) | |
{ | |
std::random_device r; | |
std::default_random_engine e( r() ); | |
std::uniform_real_distribution<> U( 0, std::nextafter(1.0, std::numeric_limits<double>::max() ) ); | |
unsigned N = 20; | |
unsigned n = 10; | |
std::vector<unsigned> selected; | |
selected.reserve(n); | |
for( unsigned t = 0; t < N; t++ ) | |
{ | |
if( (N-t) * U( e ) < n - selected.size() ) | |
selected.push_back(t); | |
if( selected.size() == n ) | |
break; | |
} | |
std::cout << "Selected items:"; | |
for( auto&& s : selected ) | |
std::cout << " " << s; | |
std::cout << "\n"; | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment