RealSvd2x2.h

// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2009-2010 Benoit Jacob <[email protected]>
// Copyright (C) 2013-2016 Gael Guennebaud <[email protected]>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
 
#ifndef EIGEN_REALSVD2X2_H
#define EIGEN_REALSVD2X2_H
 
// IWYU pragma: private
#include "./InternalHeaderCheck.h"
 
namespace Eigen {
 
namespace internal {
 
template <typename MatrixType, typename RealScalar, typename Index>
void real_2x2_jacobi_svd(const MatrixType &matrix, Index p, Index q, JacobiRotation<RealScalar> *j_left,
                         JacobiRotation<RealScalar> *j_right) {
  using std::abs;
  using std::sqrt;
  Matrix<RealScalar, 2, 2> m;
  m << numext::real(matrix.coeff(p, p)), numext::real(matrix.coeff(p, q)), numext::real(matrix.coeff(q, p)),
      numext::real(matrix.coeff(q, q));
  JacobiRotation<RealScalar> rot1;
  RealScalar t = m.coeff(0, 0) + m.coeff(1, 1);
  RealScalar d = m.coeff(1, 0) - m.coeff(0, 1);
 
  if (abs(d) < (std::numeric_limits<RealScalar>::min)()) {
    rot1.s() = RealScalar(0);
    rot1.c() = RealScalar(1);
  } else {
    // If d!=0, then t/d cannot overflow because the magnitude of the
    // entries forming d are not too small compared to the ones forming t.
    RealScalar u = t / d;
    RealScalar tmp = sqrt(RealScalar(1) + numext::abs2(u));
    rot1.s() = RealScalar(1) / tmp;
    rot1.c() = u / tmp;
  }
  m.applyOnTheLeft(0, 1, rot1);
  j_right->makeJacobi(m, 0, 1);
  *j_left = rot1 * j_right->transpose();
}
 
}  // end namespace internal
 
}  // end namespace Eigen
 
#endif  // EIGEN_REALSVD2X2_H