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Diffstat (limited to 'eigen/unsupported/doc/examples/PolynomialSolver1.cpp')
-rw-r--r-- | eigen/unsupported/doc/examples/PolynomialSolver1.cpp | 53 |
1 files changed, 53 insertions, 0 deletions
diff --git a/eigen/unsupported/doc/examples/PolynomialSolver1.cpp b/eigen/unsupported/doc/examples/PolynomialSolver1.cpp new file mode 100644 index 0000000..cd777a4 --- /dev/null +++ b/eigen/unsupported/doc/examples/PolynomialSolver1.cpp @@ -0,0 +1,53 @@ +#include <unsupported/Eigen/Polynomials> +#include <vector> +#include <iostream> + +using namespace Eigen; +using namespace std; + +int main() +{ + typedef Matrix<double,5,1> Vector5d; + + Vector5d roots = Vector5d::Random(); + cout << "Roots: " << roots.transpose() << endl; + Eigen::Matrix<double,6,1> polynomial; + roots_to_monicPolynomial( roots, polynomial ); + + PolynomialSolver<double,5> psolve( polynomial ); + cout << "Complex roots: " << psolve.roots().transpose() << endl; + + std::vector<double> realRoots; + psolve.realRoots( realRoots ); + Map<Vector5d> mapRR( &realRoots[0] ); + cout << "Real roots: " << mapRR.transpose() << endl; + + cout << endl; + cout << "Illustration of the convergence problem with the QR algorithm: " << endl; + cout << "---------------------------------------------------------------" << endl; + Eigen::Matrix<float,7,1> hardCase_polynomial; + hardCase_polynomial << + -0.957, 0.9219, 0.3516, 0.9453, -0.4023, -0.5508, -0.03125; + cout << "Hard case polynomial defined by floats: " << hardCase_polynomial.transpose() << endl; + PolynomialSolver<float,6> psolvef( hardCase_polynomial ); + cout << "Complex roots: " << psolvef.roots().transpose() << endl; + Eigen::Matrix<float,6,1> evals; + for( int i=0; i<6; ++i ){ evals[i] = std::abs( poly_eval( hardCase_polynomial, psolvef.roots()[i] ) ); } + cout << "Norms of the evaluations of the polynomial at the roots: " << evals.transpose() << endl << endl; + + cout << "Using double's almost always solves the problem for small degrees: " << endl; + cout << "-------------------------------------------------------------------" << endl; + PolynomialSolver<double,6> psolve6d( hardCase_polynomial.cast<double>() ); + cout << "Complex roots: " << psolve6d.roots().transpose() << endl; + for( int i=0; i<6; ++i ) + { + std::complex<float> castedRoot( psolve6d.roots()[i].real(), psolve6d.roots()[i].imag() ); + evals[i] = std::abs( poly_eval( hardCase_polynomial, castedRoot ) ); + } + cout << "Norms of the evaluations of the polynomial at the roots: " << evals.transpose() << endl << endl; + + cout.precision(10); + cout << "The last root in float then in double: " << psolvef.roots()[5] << "\t" << psolve6d.roots()[5] << endl; + std::complex<float> castedRoot( psolve6d.roots()[5].real(), psolve6d.roots()[5].imag() ); + cout << "Norm of the difference: " << std::abs( psolvef.roots()[5] - castedRoot ) << endl; +} |