newton.hpp
1 /*
2  * This file is part of CasADi.
3  *
4  * CasADi -- A symbolic framework for dynamic optimization.
5  * Copyright (C) 2010-2023 Joel Andersson, Joris Gillis, Moritz Diehl,
6  * KU Leuven. All rights reserved.
7  * Copyright (C) 2011-2014 Greg Horn
8  *
9  * CasADi is free software; you can redistribute it and/or
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24 
25 
26 #ifndef CASADI_NEWTON_HPP
27 #define CASADI_NEWTON_HPP
28 
29 #include "casadi/core/rootfinder_impl.hpp"
30 #include <casadi/solvers/casadi_rootfinder_newton_export.h>
31 
42 namespace casadi {
43 
44  // Memory
45  struct CASADI_ROOTFINDER_NEWTON_EXPORT NewtonMemory
46  : public RootfinderMemory {
47  // Current guess
48  double* x;
49  // Current residual
50  double* f;
51  // Current guess
52  double* x_trial;
53  // Current residual
54  double* f_trial;
55  // Current Jacobian
56  double* jac;
57  // Return status
58  const char* return_status;
59  // Number of iterations
60  casadi_int iter;
61  };
62 
71  class CASADI_ROOTFINDER_NEWTON_EXPORT Newton : public Rootfinder {
72  public:
74  explicit Newton(const std::string& name, const Function& f);
75 
77  ~Newton() override;
78 
79  // Get name of the plugin
80  const char* plugin_name() const override { return "newton";}
81 
82  // Name of the class
83  std::string class_name() const override { return "Newton";}
84 
86  static Rootfinder* creator(const std::string& name, const Function& f) {
87  return new Newton(name, f);
88  }
89 
91 
92  static const Options options_;
93  const Options& get_options() const override { return options_;}
95 
97  void init(const Dict& opts) override;
98 
100  void* alloc_mem() const override { return new NewtonMemory();}
101 
103  int init_mem(void* mem) const override;
104 
106  void free_mem(void *mem) const override { delete static_cast<NewtonMemory*>(mem);}
107 
109  void set_work(void* mem, const double**& arg, double**& res,
110  casadi_int*& iw, double*& w) const override;
111 
113  int solve(void* mem) const override;
114 
116  static const std::string meta_doc;
117 
119  Dict get_stats(void* mem) const override;
120 
122  void serialize_body(SerializingStream &s) const override;
123 
125  static ProtoFunction* deserialize(DeserializingStream& s) { return new Newton(s); }
126 
127  protected:
129  explicit Newton(DeserializingStream& s);
130 
132  casadi_int max_iter_;
133 
135  double abstol_;
136 
138  double abstolStep_;
139 
142 
145 
147 
149  void printIteration(std::ostream &stream) const;
150 
152  void printIteration(std::ostream &stream, casadi_int iter,
153  double abstol, double abstolStep, double alpha) const;
154  };
155 
156 } // namespace casadi
158 #endif // CASADI_NEWTON_HPP
Helper class for Serialization.
Function object.
Definition: function.hpp:60
'newton' plugin for Rootfinder
Definition: newton.hpp:71
const char * plugin_name() const override
Definition: newton.hpp:80
static const std::string meta_doc
A documentation string.
Definition: newton.hpp:116
casadi_int print_iteration_interval_
If true, each iteration will be printed.
Definition: newton.hpp:144
static const Options options_
Options.
Definition: newton.hpp:92
const Options & get_options() const override
Options.
Definition: newton.hpp:93
bool print_iteration_
If true, each iteration will be printed.
Definition: newton.hpp:141
bool line_search_
Definition: newton.hpp:146
std::string class_name() const override
Readable name of the internal class.
Definition: newton.hpp:83
void free_mem(void *mem) const override
Free memory block.
Definition: newton.hpp:106
double abstolStep_
Absolute tolerance that should be met on step.
Definition: newton.hpp:138
void * alloc_mem() const override
Create memory block.
Definition: newton.hpp:100
static Rootfinder * creator(const std::string &name, const Function &f)
Create a new Rootfinder.
Definition: newton.hpp:86
static ProtoFunction * deserialize(DeserializingStream &s)
Deserialize into MX.
Definition: newton.hpp:125
casadi_int max_iter_
Maximum number of Newton iterations.
Definition: newton.hpp:132
double abstol_
Absolute tolerance that should be met on residual.
Definition: newton.hpp:135
Base class for FunctionInternal and LinsolInternal.
Internal class.
Helper class for Serialization.
The casadi namespace.
Definition: archiver.cpp:28
GenericType::Dict Dict
C++ equivalent of Python's dict or MATLAB's struct.
double * f_trial
Definition: newton.hpp:54
double * x_trial
Definition: newton.hpp:52
casadi_int iter
Definition: newton.hpp:60
const char * return_status
Definition: newton.hpp:58
Options metadata for a class.
Definition: options.hpp:40