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// This file is part of Eigen, a lightweight C++ template library
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// for linear algebra.
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//
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// Copyright (C) 2010 Manuel Yguel <manuel.yguel@gmail.com>
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//
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// This Source Code Form is subject to the terms of the Mozilla
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// Public License v. 2.0. If a copy of the MPL was not distributed
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// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
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#include "main.h"
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#include <unsupported/Eigen/Polynomials>
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#include <iostream>
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#include <algorithm>
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using namespace std;
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namespace Eigen {
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namespace internal {
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template <int Size>
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struct increment_if_fixed_size {
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enum { ret = (Size == Dynamic) ? Dynamic : Size + 1 };
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};
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} // namespace internal
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} // namespace Eigen
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template <typename PolynomialType>
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PolynomialType polyder(const PolynomialType& p) {
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typedef typename PolynomialType::Scalar Scalar;
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PolynomialType res(p.size());
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for (Index i = 1; i < p.size(); ++i) res[i - 1] = p[i] * Scalar(i);
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res[p.size() - 1] = 0.;
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return res;
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}
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template <int Deg, typename POLYNOMIAL, typename SOLVER>
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bool aux_evalSolver(const POLYNOMIAL& pols, SOLVER& psolve) {
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typedef typename POLYNOMIAL::Scalar Scalar;
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typedef typename POLYNOMIAL::RealScalar RealScalar;
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typedef typename SOLVER::RootsType RootsType;
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typedef Matrix<RealScalar, Deg, 1> EvalRootsType;
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const Index deg = pols.size() - 1;
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// Test template constructor from coefficient vector
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SOLVER solve_constr(pols);
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psolve.compute(pols);
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const RootsType& roots(psolve.roots());
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EvalRootsType evr(deg);
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POLYNOMIAL pols_der = polyder(pols);
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EvalRootsType der(deg);
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for (int i = 0; i < roots.size(); ++i) {
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evr[i] = std::abs(poly_eval(pols, roots[i]));
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der[i] = numext::maxi(RealScalar(1.), std::abs(poly_eval(pols_der, roots[i])));
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}
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// we need to divide by the magnitude of the derivative because
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// with a high derivative is very small error in the value of the root
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// yiels a very large error in the polynomial evaluation.
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bool evalToZero = (evr.cwiseQuotient(der)).isZero(test_precision<Scalar>());
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if (!evalToZero) {
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cerr << "WRONG root: " << endl;
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cerr << "Polynomial: " << pols.transpose() << endl;
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cerr << "Roots found: " << roots.transpose() << endl;
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cerr << "Abs value of the polynomial at the roots: " << evr.transpose() << endl;
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cerr << endl;
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}
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std::vector<RealScalar> rootModuli(roots.size());
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Map<EvalRootsType> aux(&rootModuli[0], roots.size());
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aux = roots.array().abs();
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std::sort(rootModuli.begin(), rootModuli.end());
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bool distinctModuli = true;
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for (size_t i = 1; i < rootModuli.size() && distinctModuli; ++i) {
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if (internal::isApprox(rootModuli[i], rootModuli[i - 1])) {
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distinctModuli = false;
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}
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}
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VERIFY(evalToZero || !distinctModuli);
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return distinctModuli;
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}
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template <int Deg, typename POLYNOMIAL>
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void evalSolver(const POLYNOMIAL& pols) {
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typedef typename POLYNOMIAL::Scalar Scalar;
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typedef PolynomialSolver<Scalar, Deg> PolynomialSolverType;
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PolynomialSolverType psolve;
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aux_evalSolver<Deg, POLYNOMIAL, PolynomialSolverType>(pols, psolve);
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}
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template <int Deg, typename POLYNOMIAL, typename ROOTS, typename REAL_ROOTS>
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void evalSolverSugarFunction(const POLYNOMIAL& pols, const ROOTS& roots, const REAL_ROOTS& real_roots) {
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using std::sqrt;
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typedef typename POLYNOMIAL::Scalar Scalar;
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typedef typename POLYNOMIAL::RealScalar RealScalar;
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typedef PolynomialSolver<Scalar, Deg> PolynomialSolverType;
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PolynomialSolverType psolve;
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if (aux_evalSolver<Deg, POLYNOMIAL, PolynomialSolverType>(pols, psolve)) {
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// It is supposed that
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// 1) the roots found are correct
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// 2) the roots have distinct moduli
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// Test realRoots
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std::vector<RealScalar> calc_realRoots;
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psolve.realRoots(calc_realRoots, test_precision<RealScalar>());
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VERIFY_IS_EQUAL(calc_realRoots.size(), (size_t)real_roots.size());
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const RealScalar psPrec = sqrt(test_precision<RealScalar>());
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for (size_t i = 0; i < calc_realRoots.size(); ++i) {
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bool found = false;
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for (size_t j = 0; j < calc_realRoots.size() && !found; ++j) {
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if (internal::isApprox(calc_realRoots[i], real_roots[j], psPrec)) {
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found = true;
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}
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}
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VERIFY(found);
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}
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// Test greatestRoot
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VERIFY(internal::isApprox(roots.array().abs().maxCoeff(), abs(psolve.greatestRoot()), psPrec));
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// Test smallestRoot
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VERIFY(internal::isApprox(roots.array().abs().minCoeff(), abs(psolve.smallestRoot()), psPrec));
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bool hasRealRoot;
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// Test absGreatestRealRoot
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RealScalar r = psolve.absGreatestRealRoot(hasRealRoot);
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VERIFY(hasRealRoot == (real_roots.size() > 0));
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if (hasRealRoot) {
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VERIFY(internal::isApprox(real_roots.array().abs().maxCoeff(), abs(r), psPrec));
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}
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// Test absSmallestRealRoot
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r = psolve.absSmallestRealRoot(hasRealRoot);
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VERIFY(hasRealRoot == (real_roots.size() > 0));
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if (hasRealRoot) {
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VERIFY(internal::isApprox(real_roots.array().abs().minCoeff(), abs(r), psPrec));
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}
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// Test greatestRealRoot
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r = psolve.greatestRealRoot(hasRealRoot);
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VERIFY(hasRealRoot == (real_roots.size() > 0));
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if (hasRealRoot) {
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VERIFY(internal::isApprox(real_roots.array().maxCoeff(), r, psPrec));
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}
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// Test smallestRealRoot
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r = psolve.smallestRealRoot(hasRealRoot);
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VERIFY(hasRealRoot == (real_roots.size() > 0));
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if (hasRealRoot) {
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VERIFY(internal::isApprox(real_roots.array().minCoeff(), r, psPrec));
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}
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}
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}
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template <typename Scalar_, int Deg_>
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void polynomialsolver(int deg) {
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typedef typename NumTraits<Scalar_>::Real RealScalar;
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typedef internal::increment_if_fixed_size<Deg_> Dim;
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typedef Matrix<Scalar_, Dim::ret, 1> PolynomialType;
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typedef Matrix<Scalar_, Deg_, 1> EvalRootsType;
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typedef Matrix<RealScalar, Deg_, 1> RealRootsType;
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cout << "Standard cases" << endl;
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PolynomialType pols = PolynomialType::Random(deg + 1);
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evalSolver<Deg_, PolynomialType>(pols);
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cout << "Hard cases" << endl;
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Scalar_ multipleRoot = internal::random<Scalar_>();
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EvalRootsType allRoots = EvalRootsType::Constant(deg, multipleRoot);
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roots_to_monicPolynomial(allRoots, pols);
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evalSolver<Deg_, PolynomialType>(pols);
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cout << "Test sugar" << endl;
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RealRootsType realRoots = RealRootsType::Random(deg);
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roots_to_monicPolynomial(realRoots, pols);
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evalSolverSugarFunction<Deg_>(pols, realRoots.template cast<std::complex<RealScalar> >().eval(), realRoots);
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}
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EIGEN_DECLARE_TEST(polynomialsolver) {
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for (int i = 0; i < g_repeat; i++) {
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CALL_SUBTEST_1((polynomialsolver<float, 1>(1)));
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CALL_SUBTEST_2((polynomialsolver<double, 2>(2)));
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CALL_SUBTEST_3((polynomialsolver<double, 3>(3)));
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CALL_SUBTEST_4((polynomialsolver<float, 4>(4)));
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CALL_SUBTEST_5((polynomialsolver<double, 5>(5)));
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CALL_SUBTEST_6((polynomialsolver<float, 6>(6)));
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CALL_SUBTEST_7((polynomialsolver<float, 7>(7)));
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CALL_SUBTEST_8((polynomialsolver<double, 8>(8)));
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CALL_SUBTEST_9((polynomialsolver<float, Dynamic>(internal::random<int>(9, 13))));
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CALL_SUBTEST_10((polynomialsolver<double, Dynamic>(internal::random<int>(9, 13))));
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CALL_SUBTEST_11((polynomialsolver<float, Dynamic>(1)));
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CALL_SUBTEST_12((polynomialsolver<std::complex<double>, Dynamic>(internal::random<int>(2, 13))));
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}
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}
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