sensitivity_data.h

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// The libMesh Finite Element Library.
// Copyright (C) 2002-2019 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
 
 
 
#ifndef LIBMESH_SENSITIVITY_DATA_H
#define LIBMESH_SENSITIVITY_DATA_H
 
 
// Local Includes
#include "libmesh/libmesh_common.h"
#include "libmesh/parameter_vector.h"
#include "libmesh/system.h"
 
// C++ Includes
#include <vector>
 
namespace libMesh
{
 
// Forward declarations
class QoISet;
 
class SensitivityData
{
public:
  class Row
  {
  public:
    Row(SensitivityData & sd, unsigned int qoi) : _sd(sd), _qoi(qoi) {}
 
    Number & operator[] (unsigned int parameter) { return _sd.derivative(_qoi, parameter); }
  private:
    SensitivityData & _sd;
    unsigned int _qoi;
  };
 
  class ConstRow
  {
  public:
    ConstRow(const SensitivityData & sd, unsigned int qoi) : _sd(sd), _qoi(qoi) {}
 
    const Number & operator[] (unsigned int parameter) { return _sd.derivative(_qoi, parameter); }
  private:
    const SensitivityData & _sd;
    unsigned int _qoi;
  };
 
  SensitivityData() {}
 
  SensitivityData(const QoISet & qoi_indices,
                  const System & sys,
                  const ParameterVector & parameter_vector);
 
  void clear() { _grad_data.clear(); }
 
  void allocate_data(const QoISet & qoi_indices,
                     const System & sys,
                     const ParameterVector & parameter_vector);
 
  void allocate_hessian_data(const QoISet & qoi_indices,
                             const System & sys,
                             const ParameterVector & parameter_vector);
 
  const Number & derivative (unsigned int qoi_index,
                             unsigned int parameter_index) const;
 
  const Number & second_derivative (unsigned int qoi_index,
                                    unsigned int parameter_index1,
                                    unsigned int parameter_index2) const;
 
  Number & derivative (unsigned int qoi_index,
                       unsigned int parameter_index);
 
  Number & second_derivative (unsigned int qoi_index,
                              unsigned int parameter_index1,
                              unsigned int parameter_index2);
 
  ConstRow operator[] (unsigned int qoi) const { return ConstRow(*this, qoi); }
 
  Row operator[] (unsigned int qoi) { return Row(*this, qoi); }
 
private:
  std::vector<std::vector<Number>> _grad_data;
  std::vector<std::vector<std::vector<Number>>> _hess_data;
};
 
 
 
// ------------------------------------------------------------
// SensitivityData inline methods
 
 
 
inline
SensitivityData::SensitivityData(const QoISet & qoi_indices,
                                 const System & sys,
                                 const ParameterVector & parameter_vector)
{
  this->allocate_data(qoi_indices, sys, parameter_vector);
}
 
 
 
inline
void SensitivityData::allocate_data(const QoISet & qoi_indices,
                                    const System & sys,
                                    const ParameterVector & parameter_vector)
{
  const std::size_t Np = parameter_vector.size();
  const unsigned int Nq = sys.n_qois();
 
  if (_grad_data.size() < Nq)
    _grad_data.resize(Nq);
 
  for (unsigned int i=0; i != Nq; ++i)
    if (qoi_indices.has_index(i))
      {
        _grad_data[i].clear();
        _grad_data[i].resize(Np);
      }
}
 
 
 
inline
void SensitivityData::allocate_hessian_data(const QoISet & qoi_indices,
                                            const System & sys,
                                            const ParameterVector & parameter_vector)
{
  const std::size_t Np = parameter_vector.size();
  const unsigned int Nq = sys.n_qois();
 
  if (_hess_data.size() < Nq)
    _hess_data.resize(Nq);
 
  for (unsigned int i=0; i != Nq; ++i)
    if (qoi_indices.has_index(i))
      {
        _hess_data[i].clear();
        _hess_data[i].resize(Np);
        for (std::size_t j=0; j != Np; ++j)
          _hess_data[i][j].resize(Np);
      }
}
 
 
 
inline
const Number & SensitivityData::derivative(unsigned int qoi_index,
                                           unsigned int parameter_index) const
{
  libmesh_assert_less (qoi_index, _grad_data.size());
  libmesh_assert_less (parameter_index, _grad_data[qoi_index].size());
 
  return _grad_data[qoi_index][parameter_index];
}
 
 
 
inline
Number & SensitivityData::derivative(unsigned int qoi_index,
                                     unsigned int parameter_index)
{
  libmesh_assert_less (qoi_index, _grad_data.size());
  libmesh_assert_less (parameter_index, _grad_data[qoi_index].size());
 
  return _grad_data[qoi_index][parameter_index];
}
 
 
 
inline
const Number & SensitivityData::second_derivative(unsigned int qoi_index,
                                                  unsigned int parameter_index1,
                                                  unsigned int parameter_index2) const
{
  libmesh_assert_less (qoi_index, _hess_data.size());
  libmesh_assert_less (parameter_index1, _hess_data[qoi_index].size());
  libmesh_assert_less (parameter_index2, _hess_data[qoi_index][parameter_index1].size());
 
  return _hess_data[qoi_index][parameter_index1][parameter_index2];
}
 
 
 
inline
Number & SensitivityData::second_derivative(unsigned int qoi_index,
                                            unsigned int parameter_index1,
                                            unsigned int parameter_index2)
{
  libmesh_assert_less (qoi_index, _hess_data.size());
  libmesh_assert_less (parameter_index1, _hess_data[qoi_index].size());
  libmesh_assert_less (parameter_index2, _hess_data[qoi_index][parameter_index1].size());
 
  return _hess_data[qoi_index][parameter_index1][parameter_index2];
}
 
} // namespace libMesh
 
#endif // LIBMESH_SENSITIVITY_DATA_H