BornAgain  1.18.0
Simulate and fit neutron and x-ray scattering at grazing incidence
Minimizer.h
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1 // ************************************************************************** //
2 //
3 // BornAgain: simulate and fit scattering at grazing incidence
4 //
5 //! @file Fit/Kernel/Minimizer.h
6 //! @brief Defines class Minimizer.
7 //!
8 //! @homepage http://www.bornagainproject.org
9 //! @license GNU General Public License v3 or higher (see COPYING)
10 //! @copyright Forschungszentrum Jülich GmbH 2018
11 //! @authors Scientific Computing Group at MLZ (see CITATION, AUTHORS)
12 //
13 // ************************************************************************** //
14 
15 #ifndef BORNAGAIN_FIT_KERNEL_MINIMIZER_H
16 #define BORNAGAIN_FIT_KERNEL_MINIMIZER_H
17 
18 #include "Fit/Kernel/KernelTypes.h"
20 #include <functional>
21 #include <memory>
22 #include <string>
23 #include <vector>
24 
25 class PyCallback;
26 class IMinimizer;
27 
28 namespace Fit
29 {
30 
31 class Kernel;
32 
33 //! A main class to run fitting.
34 //! @ingroup fitting
35 
36 class Minimizer
37 {
38 public:
39  Minimizer();
41 
42  void setMinimizer(const std::string& minimizerName, const std::string& algorithmName = "",
43  const std::string& options = "");
44 
45  void setMinimizer(IMinimizer* minimizer);
46 
47 #ifndef SWIG
48  MinimizerResult minimize(fcn_scalar_t fcn, const Parameters& parameters);
49 
50  MinimizerResult minimize(fcn_residual_t fcn, const Parameters& parameters);
51 #endif
52 
53  //! Finds minimum of user objective function (to be called from Python).
54  MinimizerResult minimize(PyCallback& callback, const Parameters& parameters);
55 
56 private:
57  std::unique_ptr<Kernel> m_kernel;
58 };
59 
60 } // namespace Fit
61 
62 #endif // BORNAGAIN_FIT_KERNEL_MINIMIZER_H
Defines common types for fitting library.
std::function< std::vector< double >(const Fit::Parameters &)> fcn_residual_t
Definition: KernelTypes.h:38
std::function< double(const Fit::Parameters &)> fcn_scalar_t
Definition: KernelTypes.h:37
Defines class MinimizerResult.
Result of minimization round.
A main class to run fitting.
Definition: Minimizer.h:37
std::unique_ptr< Kernel > m_kernel
Definition: Minimizer.h:57
void setMinimizer(const std::string &minimizerName, const std::string &algorithmName="", const std::string &options="")
Definition: Minimizer.cpp:23
MinimizerResult minimize(fcn_scalar_t fcn, const Parameters &parameters)
Definition: Minimizer.cpp:36
A collection of fit parameters.
Definition: Parameters.h:28
Pure virtual interface for all kind minimizers.
Definition: IMinimizer.h:31
Base class to wrap Python callable and pass it to C++.
Definition: PyCallback.h:25
Objective function types.