qr_decomposition.cpp File Reference

Program to compute the QR decomposition of a given matrix. More...

#include <array>
#include <cmath>
#include <cstdlib>
#include <ctime>
#include <iostream>
#include "./qr_decompose.h"

Include dependency graph for qr_decomposition.cpp:

Functions
int	main (void)

Detailed Description

Program to compute the QR decomposition of a given matrix.

Author

Krishna Vedala

Function Documentation

main()

int main

(

void

)

main function

               {
    unsigned int ROWS, COLUMNS;
 
    std::cout << "Enter the number of rows and columns: ";
    std::cin >> ROWS >> COLUMNS;
 
    std::cout << "Enter matrix elements row-wise:\n";
 
    std::valarray<std::valarray<double>> A(ROWS);
    std::valarray<std::valarray<double>> Q(ROWS);
    std::valarray<std::valarray<double>> R(COLUMNS);
    for (int i = 0; i < std::max(ROWS, COLUMNS); i++) {
        if (i < ROWS) {
            A[i] = std::valarray<double>(COLUMNS);
            Q[i] = std::valarray<double>(COLUMNS);
        }
        if (i < COLUMNS) {
            R[i] = std::valarray<double>(COLUMNS);
        }
    }
 
    for (int i = 0; i < ROWS; i++)
        for (int j = 0; j < COLUMNS; j++) std::cin >> A[i][j];
 
    std::cout << A << "\n";
 
    clock_t t1 = clock();
    qr_decompose(A, &Q, &R);
    double dtime = static_cast<double>(clock() - t1) / CLOCKS_PER_SEC;
 
    std::cout << Q << "\n";
    std::cout << R << "\n";
    std::cout << "Time taken to compute: " << dtime << " sec\n ";
 
    return 0;
}

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