PaGMO  1.1.5
nsga2.h
1 /*****************************************************************************
2  * Copyright (C) 2004-2015 The PaGMO development team, *
3  * Advanced Concepts Team (ACT), European Space Agency (ESA) *
4  * *
5  * https://github.com/esa/pagmo *
6  * *
7  * act@esa.int *
8  * *
9  * This program is free software; you can redistribute it and/or modify *
10  * it under the terms of the GNU General Public License as published by *
11  * the Free Software Foundation; either version 2 of the License, or *
12  * (at your option) any later version. *
13  * *
14  * This program is distributed in the hope that it will be useful, *
15  * but WITHOUT ANY WARRANTY; without even the implied warranty of *
16  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the *
17  * GNU General Public License for more details. *
18  * *
19  * You should have received a copy of the GNU General Public License *
20  * along with this program; if not, write to the *
21  * Free Software Foundation, Inc., *
22  * 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. *
23  *****************************************************************************/
24 
25 #ifndef PAGMO_ALGORITHM_NSGA2_H
26 #define PAGMO_ALGORITHM_NSGA2_H
27 
28 #include "../config.h"
29 #include "../serialization.h"
30 #include "base.h"
31 
32 
33 namespace pagmo { namespace algorithm {
34 
36 
49 class __PAGMO_VISIBLE nsga2: public base
50 {
51 public:
52  nsga2(int gen=100, double cr = 0.95, double eta_c = 10, double m = 0.01, double eta_m = 50);
53  base_ptr clone() const;
54  void evolve(population &) const;
55  std::string get_name() const;
56 
57 protected:
58  std::string human_readable_extra() const;
59 
60 private:
63  void mutate(decision_vector&, const pagmo::population&) const;
64 
65  friend class boost::serialization::access;
66  template <class Archive>
67  void serialize(Archive &ar, const unsigned int)
68  {
69  ar & boost::serialization::base_object<base>(*this);
70  ar & const_cast<int &>(m_gen);
71  ar & const_cast<double &>(m_cr);
72  ar & const_cast<double &>(m_eta_c);
73  ar & const_cast<double &>(m_m);
74  ar & const_cast<double &>(m_eta_m);
75  }
76  //Number of generations
77  const int m_gen;
78  //Crossover rate
79  const double m_cr;
80  // Ditribution index for crossover
81  const double m_eta_c;
82  // Mutation rate
83  const double m_m;
84  // Ditribution index for mutation
85  const double m_eta_m;
86 
87 
88 };
89 
90 }} //namespaces
91 
92 BOOST_CLASS_EXPORT_KEY(pagmo::algorithm::nsga2)
93 
94 #endif // PAGMO_ALGORITHM_NSGA2_H
boost::shared_ptr< base > base_ptr
Alias for shared pointer to base algorithm.
Root PaGMO namespace.
std::vector< double > decision_vector
Decision vector type.
Definition: types.h:40
Nondominated Sorting genetic algorithm II (NSGA-II)
Definition: nsga2.h:49
Base algorithm class.
Population class.
Definition: population.h:70
container_type::size_type size_type
Population size type.
Definition: population.h:192