linear_solver.C

Go to the documentation of this file.

// The libMesh Finite Element Library.
// Copyright (C) 2002-2026 Benjamin S. Kirk, John W. Peterson, Roy H. Stogner
 
// This library is free software; you can redistribute it and/or
// modify it under the terms of the GNU Lesser General Public
// License as published by the Free Software Foundation; either
// version 2.1 of the License, or (at your option) any later version.
 
// This library is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
// Lesser General Public License for more details.
 
// You should have received a copy of the GNU Lesser General Public
// License along with this library; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
 
 
 
// Local Includes
#include "libmesh/libmesh_logging.h"
#include "libmesh/linear_solver.h"
#include "libmesh/laspack_linear_solver.h"
#include "libmesh/eigen_sparse_linear_solver.h"
#include "libmesh/petsc_linear_solver.h"
#include "libmesh/trilinos_aztec_linear_solver.h"
#include "libmesh/preconditioner.h"
#include "libmesh/sparse_matrix.h"
#include "libmesh/enum_to_string.h"
#include "libmesh/solver_configuration.h"
#include "libmesh/enum_solver_package.h"
#include "libmesh/enum_preconditioner_type.h"
#include "libmesh/enum_solver_type.h"
 
// C++ Includes
#include <memory>
 
namespace libMesh
{
 
//------------------------------------------------------------------
// LinearSolver members
template <typename T>
LinearSolver<T>::LinearSolver (const libMesh::Parallel::Communicator & comm_in) :
  ParallelObject       (comm_in),
  _solver_type         (GMRES),
  _preconditioner_type (ILU_PRECOND),
  _is_initialized      (false),
  _preconditioner      (nullptr),
  same_preconditioner  (false),
  _solver_configuration(nullptr)
{
}
 
 
 
template <typename T>
std::unique_ptr<LinearSolver<T>>
LinearSolver<T>::build(const libMesh::Parallel::Communicator & comm,
                       const SolverPackage solver_package)
{
  // Avoid unused parameter warnings when no solver packages are enabled.
  libmesh_ignore(comm);
 
  // Build the appropriate solver
  switch (solver_package)
    {
#ifdef LIBMESH_HAVE_LASPACK
    case LASPACK_SOLVERS:
      return std::make_unique<LaspackLinearSolver<T>>(comm);
#endif
 
 
#ifdef LIBMESH_HAVE_PETSC
    case PETSC_SOLVERS:
      return std::make_unique<PetscLinearSolver<T>>(comm);
#endif
 
 
#ifdef LIBMESH_TRILINOS_HAVE_AZTECOO
    case TRILINOS_SOLVERS:
      return std::make_unique<AztecLinearSolver<T>>(comm);
#endif
 
 
#ifdef LIBMESH_HAVE_EIGEN
    case EIGEN_SOLVERS:
      return std::make_unique<EigenSparseLinearSolver<T>>(comm);
#endif
 
    default:
      libmesh_error_msg("ERROR:  Unrecognized solver package: " << solver_package);
    }
 
  return std::unique_ptr<LinearSolver<T>>();
}
 
template <typename T>
PreconditionerType
LinearSolver<T>::preconditioner_type () const
{
  if (_preconditioner)
    return _preconditioner->type();
 
  return _preconditioner_type;
}
 
template <typename T>
void
LinearSolver<T>::set_preconditioner_type (const PreconditionerType pct)
{
  if (_preconditioner)
    _preconditioner->set_type(pct);
  else
    _preconditioner_type = pct;
}
 
template <typename T>
void
LinearSolver<T>::attach_preconditioner(Preconditioner<T> * preconditioner)
{
  libmesh_error_msg_if(this->_is_initialized,
                       "Preconditioner must be attached before the solver is initialized!");
 
  _preconditioner_type = SHELL_PRECOND;
  _preconditioner = preconditioner;
}
 
template <typename T>
void
LinearSolver<T>::reuse_preconditioner(bool reuse_flag)
{
  same_preconditioner = reuse_flag;
}
 
template <typename T>
void
LinearSolver<T>::restrict_solve_to(const std::vector<unsigned int> * const dofs,
                                   const SubsetSolveMode /*subset_solve_mode*/)
{
  if (dofs != nullptr)
    libmesh_not_implemented();
}
 
 
template <typename T>
std::pair<unsigned int, Real> LinearSolver<T>::adjoint_solve (SparseMatrix<T> & mat,
                                                              NumericVector<T> & sol,
                                                              NumericVector<T> & rhs,
                                                              const std::optional<double> tol,
                                                              const std::optional<unsigned int> n_its)
{
  // Log how long the linear solve takes.
  LOG_SCOPE("adjoint_solve()", "LinearSolver");
 
  // Take the discrete adjoint
  mat.close();
  mat.get_transpose(mat);
 
  // Call the solve function for the relevant linear algebra library and
  // solve the transpose matrix
  const std::pair<unsigned int, Real> totalrval =  this->solve (mat, sol, rhs, tol, n_its);
 
  // Now transpose back and restore the original matrix
  // by taking the discrete adjoint
  mat.get_transpose(mat);
 
  return totalrval;
}
 
template <typename T>
void LinearSolver<T>::print_converged_reason() const
{
  LinearConvergenceReason reason = this->get_converged_reason();
  libMesh::out << "Linear solver convergence/divergence reason: " << Utility::enum_to_string(reason) << std::endl;
}
 
template <typename T>
void LinearSolver<T>::set_solver_configuration(SolverConfiguration & solver_configuration)
{
  _solver_configuration = &solver_configuration;
}
 
template <typename T>
double LinearSolver<T>::get_real_solver_setting (const std::string & setting_name,
                                                 const std::optional<double> & setting,
                                                 const std::optional<double> default_value)
{
  if (setting.has_value())
    return setting.value();
  else if (_solver_configuration)
  {
    if (const auto it = this->_solver_configuration->real_valued_data.find(setting_name);
        it != this->_solver_configuration->real_valued_data.end())
      return double(it->second);
  }
  else if (default_value.has_value())
    return default_value.value();
  else
    libmesh_error_msg("Iteration configuration parameter to the linear solver should either be supplied through input arguments or a SolverConfiguration object!");
 
  return 0.0;
}
 
template <typename T>
int LinearSolver<T>::get_int_solver_setting (const std::string & setting_name,
                                             const std::optional<int> & setting,
                                             const std::optional<int> default_value)
{
  if (setting.has_value())
    return setting.value();
  else if (_solver_configuration)
  {
    if (const auto it = this->_solver_configuration->int_valued_data.find(setting_name);
        it != this->_solver_configuration->int_valued_data.end())
      return it->second;
  }
  else if (default_value.has_value())
    return default_value.value();
  else
    libmesh_error_msg("Iteration configuration parameter to the linear solver should either be supplied through input arguments or a SolverConfiguration object!");
 
  return 0.0;
 
}
 
//------------------------------------------------------------------
// Explicit instantiations
template class LIBMESH_EXPORT LinearSolver<Number>;
 
 
 
} // namespace libMesh