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1 // -*- c++ -*- |
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2 #ifndef LEMON_LP_SOLVER_WRAPPER_H |
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3 #define LEMON_LP_SOLVER_WRAPPER_H |
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4 |
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5 ///\ingroup misc |
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6 ///\file |
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7 ///\brief Dijkstra algorithm. |
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8 |
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9 // #include <stdio.h> |
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10 #include <stdlib.h> |
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11 // #include <stdio> |
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12 //#include <stdlib> |
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13 extern "C" { |
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14 #include "glpk.h" |
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15 } |
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16 |
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17 #include <iostream> |
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18 #include <vector> |
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19 #include <string> |
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20 #include <list> |
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21 #include <memory> |
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22 #include <utility> |
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23 |
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24 //#include <sage_graph.h> |
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25 //#include <lemon/list_graph.h> |
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26 //#include <lemon/graph_wrapper.h> |
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27 #include <lemon/invalid.h> |
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28 //#include <bfs_dfs.h> |
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29 //#include <stp.h> |
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30 //#include <lemon/max_flow.h> |
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31 //#include <augmenting_flow.h> |
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32 //#include <iter_map.h> |
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33 |
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34 using std::cout; |
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35 using std::cin; |
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36 using std::endl; |
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37 |
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38 namespace lemon { |
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39 |
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40 |
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41 /// \addtogroup misc |
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42 /// @{ |
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43 |
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44 /// \brief A partitioned vector with iterable classes. |
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45 /// |
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46 /// This class implements a container in which the data is stored in an |
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47 /// stl vector, the range is partitioned into sets and each set is |
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48 /// doubly linked in a list. |
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49 /// That is, each class is iterable by lemon iterators, and any member of |
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50 /// the vector can bo moved to an other class. |
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51 template <typename T> |
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52 class IterablePartition { |
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53 protected: |
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54 struct Node { |
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55 T data; |
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56 int prev; //invalid az -1 |
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57 int next; |
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58 }; |
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59 std::vector<Node> nodes; |
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60 struct Tip { |
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61 int first; |
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62 int last; |
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63 }; |
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64 std::vector<Tip> tips; |
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65 public: |
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66 /// The classes are indexed by integers from \c 0 to \c classNum()-1. |
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67 int classNum() const { return tips.size(); } |
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68 /// This lemon style iterator iterates through a class. |
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69 class ClassIt; |
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70 /// Constructor. The number of classes is to be given which is fixed |
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71 /// over the life of the container. |
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72 /// The partition classes are indexed from 0 to class_num-1. |
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73 IterablePartition(int class_num) { |
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74 for (int i=0; i<class_num; ++i) { |
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75 Tip t; |
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76 t.first=t.last=-1; |
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77 tips.push_back(t); |
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78 } |
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79 } |
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80 protected: |
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81 void befuz(ClassIt it, int class_id) { |
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82 if (tips[class_id].first==-1) { |
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83 if (tips[class_id].last==-1) { |
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84 nodes[it.i].prev=nodes[it.i].next=-1; |
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85 tips[class_id].first=tips[class_id].last=it.i; |
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86 } |
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87 } else { |
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88 nodes[it.i].prev=tips[class_id].last; |
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89 nodes[it.i].next=-1; |
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90 nodes[tips[class_id].last].next=it.i; |
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91 tips[class_id].last=it.i; |
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92 } |
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93 } |
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94 void kifuz(ClassIt it, int class_id) { |
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95 if (tips[class_id].first==it.i) { |
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96 if (tips[class_id].last==it.i) { |
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97 tips[class_id].first=tips[class_id].last=-1; |
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98 } else { |
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99 tips[class_id].first=nodes[it.i].next; |
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100 nodes[nodes[it.i].next].prev=-1; |
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101 } |
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102 } else { |
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103 if (tips[class_id].last==it.i) { |
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104 tips[class_id].last=nodes[it.i].prev; |
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105 nodes[nodes[it.i].prev].next=-1; |
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106 } else { |
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107 nodes[nodes[it.i].next].prev=nodes[it.i].prev; |
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108 nodes[nodes[it.i].prev].next=nodes[it.i].next; |
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109 } |
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110 } |
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111 } |
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112 public: |
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113 /// A new element with data \c t is pushed into the vector and into class |
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114 /// \c class_id. |
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115 ClassIt push_back(const T& t, int class_id) { |
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116 Node n; |
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117 n.data=t; |
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118 nodes.push_back(n); |
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119 int i=nodes.size()-1; |
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120 befuz(i, class_id); |
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121 return i; |
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122 } |
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123 /// A member is moved to an other class. |
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124 void set(ClassIt it, int old_class_id, int new_class_id) { |
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125 kifuz(it.i, old_class_id); |
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126 befuz(it.i, new_class_id); |
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127 } |
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128 /// Returns the data pointed by \c it. |
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129 T& operator[](ClassIt it) { return nodes[it.i].data; } |
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130 /// Returns the data pointed by \c it. |
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131 const T& operator[](ClassIt it) const { return nodes[it.i].data; } |
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132 ///. |
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133 class ClassIt { |
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134 friend class IterablePartition; |
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135 protected: |
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136 int i; |
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137 public: |
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138 /// Default constructor. |
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139 ClassIt() { } |
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140 /// This constructor constructs an iterator which points |
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141 /// to the member of th container indexed by the integer _i. |
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142 ClassIt(const int& _i) : i(_i) { } |
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143 /// Invalid constructor. |
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144 ClassIt(const Invalid&) : i(-1) { } |
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145 }; |
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146 /// First member of class \c class_id. |
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147 ClassIt& first(ClassIt& it, int class_id) const { |
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148 it.i=tips[class_id].first; |
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149 return it; |
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150 } |
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151 /// Next member. |
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152 ClassIt& next(ClassIt& it) const { |
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153 it.i=nodes[it.i].next; |
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154 return it; |
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155 } |
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156 /// True iff the iterator is valid. |
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157 bool valid(const ClassIt& it) const { return it.i!=-1; } |
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158 }; |
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159 |
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160 /*! \e |
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161 */ |
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162 class LPSolverBase { |
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163 public: |
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164 /// \e |
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165 typedef IterablePartition<int>::ClassIt RowIt; |
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166 /// \e |
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167 typedef IterablePartition<int>::ClassIt ColIt; |
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168 protected: |
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169 /// \e |
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170 IterablePartition<int> row_iter_map; |
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171 /// \e |
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172 IterablePartition<int> col_iter_map; |
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173 /// \e |
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174 const int VALID_ID; |
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175 /// \e |
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176 const int INVALID_ID; |
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177 public: |
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178 /// \e |
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179 LPSolverBase() : row_iter_map(2), |
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180 col_iter_map(2), |
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181 VALID_ID(0), INVALID_ID(1) { } |
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182 /// \e |
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183 virtual ~LPSolverBase() { } |
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184 /// \e |
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185 virtual void setMinimize() = 0; |
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186 /// \e |
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187 virtual void setMaximize() = 0; |
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188 /// \e |
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189 virtual RowIt addRow() = 0; |
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190 /// \e |
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191 virtual ColIt addCol() = 0; |
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192 /// temporally, glpk style indexing |
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193 virtual void setRowCoeffs(RowIt row_it, int num, |
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194 int* indices, double* doubles) = 0; |
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195 //pair<RowIt, double>-bol kell megadni egy std range-et |
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196 /// \e |
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197 template <typename Begin, typename End> |
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198 void setRowCoeffs(RowIt row_it, Begin begin, End end) { |
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199 int mem_length=1+colNum(); |
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200 int* indices = new int[mem_length]; |
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201 double* doubles = new double[mem_length]; |
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202 int length=0; |
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203 for ( ; begin!=end; ++begin) { |
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204 ++length; |
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205 indices[length]=col_iter_map[begin->first]; |
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206 doubles[length]=begin->second; |
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207 } |
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208 setRowCoeffs(row_it, length, indices, doubles); |
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209 delete [] indices; |
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210 delete [] doubles; |
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211 } |
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212 /// temporally, glpk style indexing |
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213 virtual void setColCoeffs(ColIt col_it, int num, |
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214 int* indices, double* doubles) = 0; |
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215 //pair<ColIt, double>-bol kell megadni egy std range-et |
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216 /// \e |
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217 template <typename Begin, typename End> |
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218 void setColCoeffs(ColIt col_it, Begin begin, End end) { |
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219 int mem_length=1+rowNum(); |
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220 int* indices = new int[mem_length]; |
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221 double* doubles = new double[mem_length]; |
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222 int length=0; |
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223 for ( ; begin!=end; ++begin) { |
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224 ++length; |
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225 indices[length]=row_iter_map[begin->first]; |
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226 doubles[length]=begin->second; |
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227 } |
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228 setColCoeffs(col_it, length, indices, doubles); |
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229 delete [] indices; |
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230 delete [] doubles; |
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231 } |
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232 /// \e |
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233 virtual void eraseCol(const ColIt& col_it) = 0; |
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234 /// \e |
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235 virtual void eraseRow(const RowIt& row_it) = 0; |
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236 /// \e |
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237 virtual void setColBounds(const ColIt& col_it, int bound_type, |
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238 double lo, double up) =0; |
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239 /// \e |
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240 virtual double getObjCoef(const ColIt& col_it) = 0; |
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241 /// \e |
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242 virtual void setRowBounds(const RowIt& row_it, int bound_type, |
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243 double lo, double up) = 0; |
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244 /// \e |
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245 virtual void setObjCoef(const ColIt& col_it, double obj_coef) = 0; |
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246 /// \e |
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247 virtual void solveSimplex() = 0; |
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248 /// \e |
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249 virtual void solvePrimalSimplex() = 0; |
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250 /// \e |
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251 virtual void solveDualSimplex() = 0; |
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252 /// \e |
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253 virtual double getPrimal(const ColIt& col_it) = 0; |
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254 /// \e |
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255 virtual double getObjVal() = 0; |
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256 /// \e |
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257 virtual int rowNum() const = 0; |
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258 /// \e |
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259 virtual int colNum() const = 0; |
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260 /// \e |
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261 virtual int warmUp() = 0; |
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262 /// \e |
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263 virtual void printWarmUpStatus(int i) = 0; |
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264 /// \e |
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265 virtual int getPrimalStatus() = 0; |
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266 /// \e |
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267 virtual void printPrimalStatus(int i) = 0; |
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268 /// \e |
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269 virtual int getDualStatus() = 0; |
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270 /// \e |
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271 virtual void printDualStatus(int i) = 0; |
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272 /// Returns the status of the slack variable assigned to row \c row_it. |
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273 virtual int getRowStat(const RowIt& row_it) = 0; |
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274 /// \e |
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275 virtual void printRowStatus(int i) = 0; |
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276 /// Returns the status of the variable assigned to column \c col_it. |
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277 virtual int getColStat(const ColIt& col_it) = 0; |
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278 /// \e |
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279 virtual void printColStatus(int i) = 0; |
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280 }; |
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281 |
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282 /// \brief Wrappers for LP solvers |
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283 /// |
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284 /// This class implements a lemon wrapper for glpk. |
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285 /// Later other LP-solvers will be wrapped into lemon. |
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286 /// The aim of this class is to give a general surface to different |
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287 /// solvers, i.e. it makes possible to write algorithms using LP's, |
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288 /// in which the solver can be changed to an other one easily. |
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289 class LPSolverWrapper : public LPSolverBase { |
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290 public: |
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291 typedef LPSolverBase Parent; |
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292 |
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293 // class Row { |
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294 // protected: |
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295 // int i; |
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296 // public: |
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297 // Row() { } |
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298 // Row(const Invalid&) : i(0) { } |
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299 // Row(const int& _i) : i(_i) { } |
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300 // operator int() const { return i; } |
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301 // }; |
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302 // class RowIt : public Row { |
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303 // public: |
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304 // RowIt(const Row& row) : Row(row) { } |
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305 // }; |
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306 |
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307 // class Col { |
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308 // protected: |
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309 // int i; |
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310 // public: |
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311 // Col() { } |
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312 // Col(const Invalid&) : i(0) { } |
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313 // Col(const int& _i) : i(_i) { } |
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314 // operator int() const { return i; } |
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315 // }; |
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316 // class ColIt : public Col { |
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317 // ColIt(const Col& col) : Col(col) { } |
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318 // }; |
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319 |
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320 public: |
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321 /// \e |
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322 LPX* lp; |
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323 |
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324 public: |
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325 /// \e |
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326 LPSolverWrapper() : LPSolverBase(), |
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327 lp(lpx_create_prob()) { |
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328 lpx_set_int_parm(lp, LPX_K_DUAL, 1); |
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329 } |
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330 /// \e |
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331 ~LPSolverWrapper() { |
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332 lpx_delete_prob(lp); |
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333 } |
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334 /// \e |
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335 void setMinimize() { |
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336 lpx_set_obj_dir(lp, LPX_MIN); |
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337 } |
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338 /// \e |
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339 void setMaximize() { |
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340 lpx_set_obj_dir(lp, LPX_MAX); |
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341 } |
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342 /// \e |
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343 ColIt addCol() { |
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344 int i=lpx_add_cols(lp, 1); |
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345 ColIt col_it; |
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346 col_iter_map.first(col_it, INVALID_ID); |
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347 if (col_iter_map.valid(col_it)) { //van hasznalhato hely |
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348 col_iter_map.set(col_it, INVALID_ID, VALID_ID); |
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349 col_iter_map[col_it]=i; |
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350 //col_id_to_lp_col_id[col_iter_map[col_it]]=i; |
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351 } else { //a cucc vegere kell inzertalni mert nincs szabad hely |
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352 //col_id_to_lp_col_id.push_back(i); |
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353 //int j=col_id_to_lp_col_id.size()-1; |
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354 col_it=col_iter_map.push_back(i, VALID_ID); |
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355 } |
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356 // edge_index_map.set(e, i); |
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357 // lpx_set_col_bnds(lp, i, LPX_DB, 0.0, 1.0); |
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358 // lpx_set_obj_coef(lp, i, cost[e]); |
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359 return col_it; |
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360 } |
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361 /// \e |
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362 RowIt addRow() { |
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363 int i=lpx_add_rows(lp, 1); |
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364 RowIt row_it; |
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365 row_iter_map.first(row_it, INVALID_ID); |
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366 if (row_iter_map.valid(row_it)) { //van hasznalhato hely |
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367 row_iter_map.set(row_it, INVALID_ID, VALID_ID); |
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368 row_iter_map[row_it]=i; |
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369 } else { //a cucc vegere kell inzertalni mert nincs szabad hely |
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370 row_it=row_iter_map.push_back(i, VALID_ID); |
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371 } |
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372 return row_it; |
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373 } |
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374 using Parent::setRowCoeffs; |
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375 void setRowCoeffs(RowIt row_it, int length, |
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376 int* indices, double* doubles) { |
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377 lpx_set_mat_row(lp, row_iter_map[row_it], length, indices, doubles); |
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378 } |
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379 using Parent::setColCoeffs; |
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380 void setColCoeffs(ColIt col_it, int length, |
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381 int* indices, double* doubles) { |
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382 lpx_set_mat_col(lp, col_iter_map[col_it], length, indices, doubles); |
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383 } |
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384 // //pair<RowIt, double>-bol kell megadni egy std range-et |
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385 // /// \e |
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386 // template <typename Begin, typename End> |
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387 // void setColCoeffs(const ColIt& col_it, |
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388 // Begin begin, End end) { |
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389 // int mem_length=1+lpx_get_num_rows(lp); |
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390 // int* indices = new int[mem_length]; |
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391 // double* doubles = new double[mem_length]; |
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392 // int length=0; |
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393 // for ( ; begin!=end; ++begin) { |
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394 // ++length; |
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395 // indices[length]=row_iter_map[begin->first]; |
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396 // doubles[length]=begin->second; |
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397 // } |
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398 // lpx_set_mat_col(lp, col_iter_map[col_it], length, indices, doubles); |
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399 // delete [] indices; |
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400 // delete [] doubles; |
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401 // } |
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402 // //pair<ColIt, double>-bol kell megadni egy std range-et |
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403 // /// \e |
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404 // template <typename Begin, typename End> |
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405 // void setRowCoeffs(const RowIt& row_it, |
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406 // Begin begin, End end) { |
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407 // int mem_length=1+lpx_get_num_cols(lp); |
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408 // int* indices = new int[mem_length]; |
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409 // double* doubles = new double[mem_length]; |
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410 // int length=0; |
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411 // for ( ; begin!=end; ++begin) { |
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412 // ++length; |
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413 // indices[length]=col_iter_map[begin->first]; |
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414 // doubles[length]=begin->second; |
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415 // } |
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416 // lpx_set_mat_row(lp, row_iter_map[row_it], length, indices, doubles); |
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417 // delete [] indices; |
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418 // delete [] doubles; |
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419 // } |
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420 /// \e |
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421 void eraseCol(const ColIt& col_it) { |
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422 col_iter_map.set(col_it, VALID_ID, INVALID_ID); |
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423 int cols[2]; |
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424 cols[1]=col_iter_map[col_it]; |
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425 lpx_del_cols(lp, 1, cols); |
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426 col_iter_map[col_it]=0; //glpk specifikus |
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427 ColIt it; |
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428 for (col_iter_map.first(it, VALID_ID); |
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429 col_iter_map.valid(it); col_iter_map.next(it)) { |
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430 if (col_iter_map[it]>cols[1]) --col_iter_map[it]; |
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431 } |
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432 } |
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433 /// \e |
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434 void eraseRow(const RowIt& row_it) { |
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435 row_iter_map.set(row_it, VALID_ID, INVALID_ID); |
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436 int rows[2]; |
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437 rows[1]=row_iter_map[row_it]; |
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438 lpx_del_rows(lp, 1, rows); |
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439 row_iter_map[row_it]=0; //glpk specifikus |
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440 RowIt it; |
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441 for (row_iter_map.first(it, VALID_ID); |
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442 row_iter_map.valid(it); row_iter_map.next(it)) { |
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443 if (row_iter_map[it]>rows[1]) --row_iter_map[it]; |
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444 } |
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445 } |
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446 /// \e |
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447 void setColBounds(const ColIt& col_it, int bound_type, |
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448 double lo, double up) { |
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449 lpx_set_col_bnds(lp, col_iter_map[col_it], bound_type, lo, up); |
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450 } |
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451 /// \e |
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452 double getObjCoef(const ColIt& col_it) { |
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453 return lpx_get_obj_coef(lp, col_iter_map[col_it]); |
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454 } |
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455 /// \e |
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456 void setRowBounds(const RowIt& row_it, int bound_type, |
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457 double lo, double up) { |
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458 lpx_set_row_bnds(lp, row_iter_map[row_it], bound_type, lo, up); |
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459 } |
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460 /// \e |
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461 void setObjCoef(const ColIt& col_it, double obj_coef) { |
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462 lpx_set_obj_coef(lp, col_iter_map[col_it], obj_coef); |
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463 } |
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464 /// \e |
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465 void solveSimplex() { lpx_simplex(lp); } |
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466 /// \e |
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467 void solvePrimalSimplex() { lpx_simplex(lp); } |
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468 /// \e |
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469 void solveDualSimplex() { lpx_simplex(lp); } |
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470 /// \e |
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471 double getPrimal(const ColIt& col_it) { |
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472 return lpx_get_col_prim(lp, col_iter_map[col_it]); |
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473 } |
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474 /// \e |
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475 double getObjVal() { return lpx_get_obj_val(lp); } |
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476 /// \e |
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477 int rowNum() const { return lpx_get_num_rows(lp); } |
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478 /// \e |
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479 int colNum() const { return lpx_get_num_cols(lp); } |
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480 /// \e |
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481 int warmUp() { return lpx_warm_up(lp); } |
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482 /// \e |
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483 void printWarmUpStatus(int i) { |
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484 switch (i) { |
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485 case LPX_E_OK: cout << "LPX_E_OK" << endl; break; |
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486 case LPX_E_EMPTY: cout << "LPX_E_EMPTY" << endl; break; |
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487 case LPX_E_BADB: cout << "LPX_E_BADB" << endl; break; |
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488 case LPX_E_SING: cout << "LPX_E_SING" << endl; break; |
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489 } |
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490 } |
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491 /// \e |
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492 int getPrimalStatus() { return lpx_get_prim_stat(lp); } |
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493 /// \e |
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494 void printPrimalStatus(int i) { |
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495 switch (i) { |
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496 case LPX_P_UNDEF: cout << "LPX_P_UNDEF" << endl; break; |
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497 case LPX_P_FEAS: cout << "LPX_P_FEAS" << endl; break; |
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498 case LPX_P_INFEAS: cout << "LPX_P_INFEAS" << endl; break; |
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499 case LPX_P_NOFEAS: cout << "LPX_P_NOFEAS" << endl; break; |
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500 } |
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501 } |
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502 /// \e |
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503 int getDualStatus() { return lpx_get_dual_stat(lp); } |
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504 /// \e |
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505 void printDualStatus(int i) { |
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506 switch (i) { |
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507 case LPX_D_UNDEF: cout << "LPX_D_UNDEF" << endl; break; |
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508 case LPX_D_FEAS: cout << "LPX_D_FEAS" << endl; break; |
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509 case LPX_D_INFEAS: cout << "LPX_D_INFEAS" << endl; break; |
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510 case LPX_D_NOFEAS: cout << "LPX_D_NOFEAS" << endl; break; |
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511 } |
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512 } |
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513 /// Returns the status of the slack variable assigned to row \c row_it. |
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514 int getRowStat(const RowIt& row_it) { |
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515 return lpx_get_row_stat(lp, row_iter_map[row_it]); |
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516 } |
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517 /// \e |
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518 void printRowStatus(int i) { |
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519 switch (i) { |
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520 case LPX_BS: cout << "LPX_BS" << endl; break; |
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521 case LPX_NL: cout << "LPX_NL" << endl; break; |
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522 case LPX_NU: cout << "LPX_NU" << endl; break; |
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523 case LPX_NF: cout << "LPX_NF" << endl; break; |
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524 case LPX_NS: cout << "LPX_NS" << endl; break; |
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525 } |
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526 } |
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527 /// Returns the status of the variable assigned to column \c col_it. |
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528 int getColStat(const ColIt& col_it) { |
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529 return lpx_get_col_stat(lp, col_iter_map[col_it]); |
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530 } |
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531 /// \e |
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532 void printColStatus(int i) { |
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533 switch (i) { |
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534 case LPX_BS: cout << "LPX_BS" << endl; break; |
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535 case LPX_NL: cout << "LPX_NL" << endl; break; |
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536 case LPX_NU: cout << "LPX_NU" << endl; break; |
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537 case LPX_NF: cout << "LPX_NF" << endl; break; |
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538 case LPX_NS: cout << "LPX_NS" << endl; break; |
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539 } |
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540 } |
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541 }; |
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542 |
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543 /// @} |
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544 |
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545 } //namespace lemon |
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546 |
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547 #endif //LEMON_LP_SOLVER_WRAPPER_H |