#include "itbase.h"
#include "base/qr.h"
using std::cout;
using std::endl;
using namespace itpp;
#ifdef NO_LAPACK
#define __THIS_PROGRAM_WILL_NOT_RUN__
#endif
#ifdef NO_CBLAS
#define __THIS_PROGRAM_WILL_NOT_RUN__
#endif
#ifdef __THIS_PROGRAM_WILL_NOT_RUN__
int main() { cout << "LAPACK and CBLAS is needed for this test program" << endl; }
#else
int main(void)
{
cout << "=================================" << endl;
cout << "Test of QR factorization routines" << endl;
cout << "=================================" << endl;
{
cout << "QR of Real matrix" << endl;
cout << "=================" << endl;
mat A = randn(5,5);
mat Q, R, e;
qr(A, Q, R);
e = A-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
// This does not give same sizes as matlab. Why???!!!!!
A = randn(4,2);
qr(A, Q, R);
e = A-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
A = randn(2,4);
qr(A, Q, R);
e = A-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
}
{
cout << "QR of Real matrix with pivoting" << endl;
cout << "===============================" << endl;
mat A = randn(5,5);
mat Q, R, e;
bmat P;
qr(A, Q, R, P);
e = A*to_mat(P)-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "P = " << P << endl << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
// This does not give same sizes as matlab. Why???!!!!!
A = randn(4,2);
qr(A, Q, R, P);
e = A*to_mat(P)-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "P = " << P << endl << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
A = randn(2,4);
qr(A, Q, R, P);
e = A*to_mat(P)-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "P = " << P << endl << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
}
{
cout << "QR of Complex matrix" << endl;
cout << "====================" << endl;
cmat A = randn_c(5,5);
cmat Q, R, e;
qr(A, Q, R);
e = A-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
// This does not give same sizes as matlab. Why???!!!!!
A = randn_c(4,2);
qr(A, Q, R);
e = A-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
A = randn_c(2,4);
qr(A, Q, R);
e = A-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
}
{
cout << "QR of Complex matrix with pivoting" << endl;
cout << "==================================" << endl;
cmat A = randn_c(5,5);
cmat Q, R, e;
bmat P;
qr(A, Q, R, P);
e = A*to_mat(P)-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "P = " << P << endl << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
// This does not give same sizes as matlab. Why???!!!!!
A = randn_c(4,2);
qr(A, Q, R, P);
e = A*to_mat(P)-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "P = " << P << endl << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
A = randn_c(2,4);
qr(A, Q, R, P);
e = A*to_mat(P)-Q*R;
cout << "A = " << A << endl;
cout << "Q = " << Q << endl;
cout << "R = " << R << endl;
cout << "P = " << P << endl << endl;
cout << "norm(e) = " << norm(e) << endl << endl;
}
return 0;
}
#endif
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