1 | /* -*- C++ -*- |
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2 | * lemon/dfs.h - Part of LEMON, a generic C++ optimization library |
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3 | * |
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4 | * Copyright (C) 2005 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport |
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5 | * (Egervary Research Group on Combinatorial Optimization, EGRES). |
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6 | * |
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7 | * Permission to use, modify and distribute this software is granted |
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8 | * provided that this copyright notice appears in all copies. For |
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9 | * precise terms see the accompanying LICENSE file. |
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10 | * |
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11 | * This software is provided "AS IS" with no warranty of any kind, |
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12 | * express or implied, and with no claim as to its suitability for any |
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13 | * purpose. |
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14 | * |
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15 | */ |
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16 | |
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17 | #ifndef LEMON_DFS_H |
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18 | #define LEMON_DFS_H |
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19 | |
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20 | ///\ingroup flowalgs |
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21 | ///\file |
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22 | ///\brief Dfs algorithm. |
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23 | |
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24 | #include <lemon/list_graph.h> |
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25 | #include <lemon/graph_utils.h> |
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26 | #include <lemon/invalid.h> |
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27 | #include <lemon/error.h> |
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28 | #include <lemon/maps.h> |
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29 | |
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30 | namespace lemon { |
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31 | |
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32 | |
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33 | |
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34 | ///Default traits class of Dfs class. |
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35 | |
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36 | ///Default traits class of Dfs class. |
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37 | ///\param GR Graph type. |
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38 | template<class GR> |
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39 | struct DfsDefaultTraits |
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40 | { |
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41 | ///The graph type the algorithm runs on. |
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42 | typedef GR Graph; |
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43 | ///\brief The type of the map that stores the last |
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44 | ///edges of the %DFS paths. |
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45 | /// |
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46 | ///The type of the map that stores the last |
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47 | ///edges of the %DFS paths. |
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48 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
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49 | /// |
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50 | typedef typename Graph::template NodeMap<typename GR::Edge> PredMap; |
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51 | ///Instantiates a PredMap. |
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52 | |
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53 | ///This function instantiates a \ref PredMap. |
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54 | ///\param G is the graph, to which we would like to define the PredMap. |
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55 | ///\todo The graph alone may be insufficient to initialize |
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56 | static PredMap *createPredMap(const GR &G) |
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57 | { |
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58 | return new PredMap(G); |
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59 | } |
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60 | // ///\brief The type of the map that stores the last but one |
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61 | // ///nodes of the %DFS paths. |
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62 | // /// |
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63 | // ///The type of the map that stores the last but one |
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64 | // ///nodes of the %DFS paths. |
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65 | // ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
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66 | // /// |
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67 | // typedef NullMap<typename Graph::Node,typename Graph::Node> PredNodeMap; |
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68 | // ///Instantiates a PredNodeMap. |
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69 | |
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70 | // ///This function instantiates a \ref PredNodeMap. |
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71 | // ///\param G is the graph, to which |
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72 | // ///we would like to define the \ref PredNodeMap |
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73 | // static PredNodeMap *createPredNodeMap(const GR &G) |
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74 | // { |
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75 | // return new PredNodeMap(); |
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76 | // } |
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77 | |
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78 | ///The type of the map that indicates which nodes are processed. |
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79 | |
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80 | ///The type of the map that indicates which nodes are processed. |
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81 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
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82 | ///\todo named parameter to set this type, function to read and write. |
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83 | typedef NullMap<typename Graph::Node,bool> ProcessedMap; |
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84 | ///Instantiates a ProcessedMap. |
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85 | |
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86 | ///This function instantiates a \ref ProcessedMap. |
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87 | ///\param g is the graph, to which |
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88 | ///we would like to define the \ref ProcessedMap |
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89 | #ifdef DOXYGEN |
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90 | static ProcessedMap *createProcessedMap(const GR &g) |
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91 | #else |
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92 | static ProcessedMap *createProcessedMap(const GR &) |
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93 | #endif |
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94 | { |
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95 | return new ProcessedMap(); |
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96 | } |
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97 | ///The type of the map that indicates which nodes are reached. |
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98 | |
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99 | ///The type of the map that indicates which nodes are reached. |
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100 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
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101 | ///\todo named parameter to set this type, function to read and write. |
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102 | typedef typename Graph::template NodeMap<bool> ReachedMap; |
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103 | ///Instantiates a ReachedMap. |
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104 | |
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105 | ///This function instantiates a \ref ReachedMap. |
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106 | ///\param G is the graph, to which |
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107 | ///we would like to define the \ref ReachedMap. |
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108 | static ReachedMap *createReachedMap(const GR &G) |
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109 | { |
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110 | return new ReachedMap(G); |
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111 | } |
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112 | ///The type of the map that stores the dists of the nodes. |
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113 | |
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114 | ///The type of the map that stores the dists of the nodes. |
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115 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
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116 | /// |
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117 | typedef typename Graph::template NodeMap<int> DistMap; |
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118 | ///Instantiates a DistMap. |
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119 | |
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120 | ///This function instantiates a \ref DistMap. |
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121 | ///\param G is the graph, to which we would like to define the \ref DistMap |
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122 | static DistMap *createDistMap(const GR &G) |
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123 | { |
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124 | return new DistMap(G); |
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125 | } |
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126 | }; |
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127 | |
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128 | ///%DFS algorithm class. |
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129 | |
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130 | ///\ingroup flowalgs |
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131 | ///This class provides an efficient implementation of the %DFS algorithm. |
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132 | /// |
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133 | ///\param GR The graph type the algorithm runs on. The default value is |
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134 | ///\ref ListGraph. The value of GR is not used directly by Dfs, it |
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135 | ///is only passed to \ref DfsDefaultTraits. |
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136 | ///\param TR Traits class to set various data types used by the algorithm. |
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137 | ///The default traits class is |
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138 | ///\ref DfsDefaultTraits "DfsDefaultTraits<GR>". |
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139 | ///See \ref DfsDefaultTraits for the documentation of |
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140 | ///a Dfs traits class. |
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141 | /// |
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142 | ///\author Jacint Szabo and Alpar Juttner |
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143 | ///\todo A compare object would be nice. |
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144 | |
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145 | #ifdef DOXYGEN |
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146 | template <typename GR, |
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147 | typename TR> |
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148 | #else |
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149 | template <typename GR=ListGraph, |
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150 | typename TR=DfsDefaultTraits<GR> > |
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151 | #endif |
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152 | class Dfs { |
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153 | public: |
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154 | /** |
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155 | * \brief \ref Exception for uninitialized parameters. |
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156 | * |
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157 | * This error represents problems in the initialization |
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158 | * of the parameters of the algorithms. |
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159 | */ |
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160 | class UninitializedParameter : public lemon::UninitializedParameter { |
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161 | public: |
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162 | virtual const char* exceptionName() const { |
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163 | return "lemon::Dfs::UninitializedParameter"; |
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164 | } |
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165 | }; |
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166 | |
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167 | typedef TR Traits; |
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168 | ///The type of the underlying graph. |
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169 | typedef typename TR::Graph Graph; |
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170 | ///\e |
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171 | typedef typename Graph::Node Node; |
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172 | ///\e |
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173 | typedef typename Graph::NodeIt NodeIt; |
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174 | ///\e |
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175 | typedef typename Graph::Edge Edge; |
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176 | ///\e |
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177 | typedef typename Graph::OutEdgeIt OutEdgeIt; |
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178 | |
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179 | ///\brief The type of the map that stores the last |
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180 | ///edges of the %DFS paths. |
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181 | typedef typename TR::PredMap PredMap; |
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182 | // ///\brief The type of the map that stores the last but one |
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183 | // ///nodes of the %DFS paths. |
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184 | // typedef typename TR::PredNodeMap PredNodeMap; |
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185 | ///The type of the map indicating which nodes are reached. |
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186 | typedef typename TR::ReachedMap ReachedMap; |
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187 | ///The type of the map indicating which nodes are processed. |
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188 | typedef typename TR::ProcessedMap ProcessedMap; |
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189 | ///The type of the map that stores the dists of the nodes. |
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190 | typedef typename TR::DistMap DistMap; |
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191 | private: |
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192 | /// Pointer to the underlying graph. |
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193 | const Graph *G; |
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194 | ///Pointer to the map of predecessors edges. |
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195 | PredMap *_pred; |
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196 | ///Indicates if \ref _pred is locally allocated (\c true) or not. |
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197 | bool local_pred; |
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198 | // ///Pointer to the map of predecessors nodes. |
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199 | // PredNodeMap *_predNode; |
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200 | // ///Indicates if \ref _predNode is locally allocated (\c true) or not. |
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201 | // bool local_predNode; |
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202 | ///Pointer to the map of distances. |
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203 | DistMap *_dist; |
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204 | ///Indicates if \ref _dist is locally allocated (\c true) or not. |
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205 | bool local_dist; |
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206 | ///Pointer to the map of reached status of the nodes. |
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207 | ReachedMap *_reached; |
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208 | ///Indicates if \ref _reached is locally allocated (\c true) or not. |
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209 | bool local_reached; |
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210 | ///Pointer to the map of processed status of the nodes. |
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211 | ProcessedMap *_processed; |
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212 | ///Indicates if \ref _processed is locally allocated (\c true) or not. |
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213 | bool local_processed; |
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214 | |
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215 | std::vector<typename Graph::OutEdgeIt> _stack; |
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216 | int _stack_head; |
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217 | // ///The source node of the last execution. |
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218 | // Node source; |
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219 | |
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220 | ///Creates the maps if necessary. |
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221 | |
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222 | ///\todo Error if \c G are \c NULL. |
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223 | ///\todo Better memory allocation (instead of new). |
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224 | void create_maps() |
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225 | { |
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226 | if(!_pred) { |
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227 | local_pred = true; |
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228 | _pred = Traits::createPredMap(*G); |
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229 | } |
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230 | // if(!_predNode) { |
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231 | // local_predNode = true; |
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232 | // _predNode = Traits::createPredNodeMap(*G); |
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233 | // } |
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234 | if(!_dist) { |
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235 | local_dist = true; |
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236 | _dist = Traits::createDistMap(*G); |
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237 | } |
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238 | if(!_reached) { |
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239 | local_reached = true; |
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240 | _reached = Traits::createReachedMap(*G); |
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241 | } |
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242 | if(!_processed) { |
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243 | local_processed = true; |
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244 | _processed = Traits::createProcessedMap(*G); |
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245 | } |
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246 | } |
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247 | |
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248 | public : |
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249 | |
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250 | ///\name Named template parameters |
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251 | |
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252 | ///@{ |
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253 | |
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254 | template <class T> |
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255 | struct DefPredMapTraits : public Traits { |
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256 | typedef T PredMap; |
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257 | static PredMap *createPredMap(const Graph &G) |
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258 | { |
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259 | throw UninitializedParameter(); |
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260 | } |
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261 | }; |
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262 | ///\ref named-templ-param "Named parameter" for setting PredMap type |
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263 | |
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264 | ///\ref named-templ-param "Named parameter" for setting PredMap type |
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265 | /// |
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266 | template <class T> |
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267 | class DefPredMap : public Dfs< Graph, |
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268 | DefPredMapTraits<T> > { }; |
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269 | |
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270 | // template <class T> |
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271 | // struct DefPredNodeMapTraits : public Traits { |
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272 | // typedef T PredNodeMap; |
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273 | // static PredNodeMap *createPredNodeMap(const Graph &G) |
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274 | // { |
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275 | // throw UninitializedParameter(); |
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276 | // } |
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277 | // }; |
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278 | // ///\ref named-templ-param "Named parameter" for setting PredNodeMap type |
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279 | |
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280 | // ///\ref named-templ-param "Named parameter" for setting PredNodeMap type |
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281 | // /// |
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282 | // template <class T> |
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283 | // class DefPredNodeMap : public Dfs< Graph, |
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284 | // LengthMap, |
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285 | // DefPredNodeMapTraits<T> > { }; |
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286 | |
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287 | template <class T> |
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288 | struct DefDistMapTraits : public Traits { |
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289 | typedef T DistMap; |
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290 | static DistMap *createDistMap(const Graph &G) |
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291 | { |
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292 | throw UninitializedParameter(); |
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293 | } |
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294 | }; |
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295 | ///\ref named-templ-param "Named parameter" for setting DistMap type |
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296 | |
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297 | ///\ref named-templ-param "Named parameter" for setting DistMap type |
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298 | /// |
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299 | template <class T> |
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300 | class DefDistMap : public Dfs< Graph, |
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301 | DefDistMapTraits<T> > { }; |
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302 | |
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303 | template <class T> |
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304 | struct DefReachedMapTraits : public Traits { |
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305 | typedef T ReachedMap; |
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306 | static ReachedMap *createReachedMap(const Graph &G) |
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307 | { |
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308 | throw UninitializedParameter(); |
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309 | } |
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310 | }; |
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311 | ///\ref named-templ-param "Named parameter" for setting ReachedMap type |
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312 | |
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313 | ///\ref named-templ-param "Named parameter" for setting ReachedMap type |
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314 | /// |
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315 | template <class T> |
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316 | class DefReachedMap : public Dfs< Graph, |
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317 | DefReachedMapTraits<T> > { }; |
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318 | |
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319 | struct DefGraphReachedMapTraits : public Traits { |
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320 | typedef typename Graph::template NodeMap<bool> ReachedMap; |
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321 | static ReachedMap *createReachedMap(const Graph &G) |
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322 | { |
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323 | return new ReachedMap(G); |
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324 | } |
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325 | }; |
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326 | template <class T> |
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327 | struct DefProcessedMapTraits : public Traits { |
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328 | typedef T ProcessedMap; |
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329 | static ProcessedMap *createProcessedMap(const Graph &G) |
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330 | { |
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331 | throw UninitializedParameter(); |
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332 | } |
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333 | }; |
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334 | ///\ref named-templ-param "Named parameter" for setting ProcessedMap type |
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335 | |
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336 | ///\ref named-templ-param "Named parameter" for setting ProcessedMap type |
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337 | /// |
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338 | template <class T> |
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339 | class DefProcessedMap : public Dfs< Graph, |
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340 | DefProcessedMapTraits<T> > { }; |
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341 | |
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342 | struct DefGraphProcessedMapTraits : public Traits { |
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343 | typedef typename Graph::template NodeMap<bool> ProcessedMap; |
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344 | static ProcessedMap *createProcessedMap(const Graph &G) |
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345 | { |
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346 | return new ProcessedMap(G); |
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347 | } |
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348 | }; |
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349 | ///\brief \ref named-templ-param "Named parameter" |
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350 | ///for setting the ProcessedMap type to be Graph::NodeMap<bool>. |
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351 | /// |
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352 | ///\ref named-templ-param "Named parameter" |
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353 | ///for setting the ProcessedMap type to be Graph::NodeMap<bool>. |
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354 | ///If you don't set it explicitely, it will be automatically allocated. |
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355 | template <class T> |
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356 | class DefProcessedMapToBeDefaultMap : |
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357 | public Dfs< Graph, |
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358 | DefGraphProcessedMapTraits> { }; |
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359 | |
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360 | ///@} |
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361 | |
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362 | public: |
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363 | |
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364 | ///Constructor. |
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365 | |
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366 | ///\param _G the graph the algorithm will run on. |
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367 | /// |
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368 | Dfs(const Graph& _G) : |
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369 | G(&_G), |
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370 | _pred(NULL), local_pred(false), |
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371 | // _predNode(NULL), local_predNode(false), |
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372 | _dist(NULL), local_dist(false), |
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373 | _reached(NULL), local_reached(false), |
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374 | _processed(NULL), local_processed(false) |
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375 | { } |
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376 | |
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377 | ///Destructor. |
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378 | ~Dfs() |
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379 | { |
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380 | if(local_pred) delete _pred; |
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381 | // if(local_predNode) delete _predNode; |
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382 | if(local_dist) delete _dist; |
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383 | if(local_reached) delete _reached; |
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384 | if(local_processed) delete _processed; |
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385 | } |
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386 | |
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387 | ///Sets the map storing the predecessor edges. |
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388 | |
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389 | ///Sets the map storing the predecessor edges. |
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390 | ///If you don't use this function before calling \ref run(), |
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391 | ///it will allocate one. The destuctor deallocates this |
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392 | ///automatically allocated map, of course. |
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393 | ///\return <tt> (*this) </tt> |
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394 | Dfs &predMap(PredMap &m) |
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395 | { |
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396 | if(local_pred) { |
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397 | delete _pred; |
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398 | local_pred=false; |
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399 | } |
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400 | _pred = &m; |
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401 | return *this; |
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402 | } |
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403 | |
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404 | // ///Sets the map storing the predecessor nodes. |
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405 | |
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406 | // ///Sets the map storing the predecessor nodes. |
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407 | // ///If you don't use this function before calling \ref run(), |
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408 | // ///it will allocate one. The destuctor deallocates this |
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409 | // ///automatically allocated map, of course. |
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410 | // ///\return <tt> (*this) </tt> |
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411 | // Dfs &predNodeMap(PredNodeMap &m) |
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412 | // { |
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413 | // if(local_predNode) { |
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414 | // delete _predNode; |
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415 | // local_predNode=false; |
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416 | // } |
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417 | // _predNode = &m; |
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418 | // return *this; |
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419 | // } |
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420 | |
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421 | ///Sets the map storing the distances calculated by the algorithm. |
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422 | |
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423 | ///Sets the map storing the distances calculated by the algorithm. |
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424 | ///If you don't use this function before calling \ref run(), |
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425 | ///it will allocate one. The destuctor deallocates this |
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426 | ///automatically allocated map, of course. |
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427 | ///\return <tt> (*this) </tt> |
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428 | Dfs &distMap(DistMap &m) |
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429 | { |
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430 | if(local_dist) { |
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431 | delete _dist; |
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432 | local_dist=false; |
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433 | } |
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434 | _dist = &m; |
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435 | return *this; |
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436 | } |
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437 | |
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438 | ///Sets the map indicating if a node is reached. |
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439 | |
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440 | ///Sets the map indicating if a node is reached. |
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441 | ///If you don't use this function before calling \ref run(), |
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442 | ///it will allocate one. The destuctor deallocates this |
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443 | ///automatically allocated map, of course. |
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444 | ///\return <tt> (*this) </tt> |
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445 | Dfs &reachedMap(ReachedMap &m) |
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446 | { |
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447 | if(local_reached) { |
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448 | delete _reached; |
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449 | local_reached=false; |
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450 | } |
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451 | _reached = &m; |
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452 | return *this; |
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453 | } |
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454 | |
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455 | ///Sets the map indicating if a node is processed. |
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456 | |
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457 | ///Sets the map indicating if a node is processed. |
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458 | ///If you don't use this function before calling \ref run(), |
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459 | ///it will allocate one. The destuctor deallocates this |
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460 | ///automatically allocated map, of course. |
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461 | ///\return <tt> (*this) </tt> |
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462 | Dfs &processedMap(ProcessedMap &m) |
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463 | { |
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464 | if(local_processed) { |
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465 | delete _processed; |
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466 | local_processed=false; |
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467 | } |
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468 | _processed = &m; |
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469 | return *this; |
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470 | } |
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471 | |
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472 | public: |
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473 | ///\name Execution control |
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474 | ///The simplest way to execute the algorithm is to use |
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475 | ///one of the member functions called \c run(...). |
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476 | ///\n |
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477 | ///If you need more control on the execution, |
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478 | ///first you must call \ref init(), then you can add several source nodes |
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479 | ///with \ref addSource(). |
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480 | ///Finally \ref start() will perform the actual path |
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481 | ///computation. |
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482 | |
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483 | ///@{ |
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484 | |
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485 | ///Initializes the internal data structures. |
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486 | |
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487 | ///Initializes the internal data structures. |
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488 | /// |
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489 | void init() |
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490 | { |
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491 | create_maps(); |
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492 | _stack.resize(countNodes(*G)); |
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493 | _stack_head=-1; |
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494 | for ( NodeIt u(*G) ; u!=INVALID ; ++u ) { |
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495 | _pred->set(u,INVALID); |
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496 | // _predNode->set(u,INVALID); |
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497 | _reached->set(u,false); |
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498 | _processed->set(u,false); |
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499 | } |
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500 | } |
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501 | |
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502 | ///Adds a new source node. |
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503 | |
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504 | ///Adds a new source node to the set of nodes to be processed. |
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505 | /// |
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506 | ///\bug dists are wrong (or at least strange) in case of multiple sources. |
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507 | void addSource(Node s) |
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508 | { |
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509 | if(!(*_reached)[s]) |
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510 | { |
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511 | _reached->set(s,true); |
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512 | _pred->set(s,INVALID); |
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513 | // _predNode->set(u,INVALID); |
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514 | _stack[++_stack_head]=OutEdgeIt(*G,s); |
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515 | _dist->set(s,_stack_head); |
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516 | } |
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517 | } |
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518 | |
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519 | ///Processes the next edge. |
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520 | |
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521 | ///Processes the next edge. |
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522 | /// |
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523 | ///\return The processed edge. |
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524 | /// |
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525 | ///\pre The stack must not be empty! |
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526 | Edge processNextEdge() |
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527 | { |
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528 | Node m; |
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529 | Edge e=_stack[_stack_head]; |
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530 | if(!(*_reached)[m=G->target(e)]) { |
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531 | _pred->set(m,e); |
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532 | _reached->set(m,true); |
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533 | // _pred_node->set(m,G->source(e)); |
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534 | ++_stack_head; |
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535 | _stack[_stack_head] = OutEdgeIt(*G, m); |
---|
536 | _dist->set(m,_stack_head); |
---|
537 | } |
---|
538 | else { |
---|
539 | Node n; |
---|
540 | while(_stack_head>=0 && |
---|
541 | (n=G->source(_stack[_stack_head]), |
---|
542 | ++_stack[_stack_head]==INVALID)) |
---|
543 | { |
---|
544 | _processed->set(n,true); |
---|
545 | --_stack_head; |
---|
546 | } |
---|
547 | } |
---|
548 | return e; |
---|
549 | } |
---|
550 | |
---|
551 | ///\brief Returns \c false if there are nodes |
---|
552 | ///to be processed in the queue |
---|
553 | /// |
---|
554 | ///Returns \c false if there are nodes |
---|
555 | ///to be processed in the queue |
---|
556 | bool emptyQueue() { return _stack_head<0; } |
---|
557 | ///Returns the number of the nodes to be processed. |
---|
558 | |
---|
559 | ///Returns the number of the nodes to be processed in the queue. |
---|
560 | /// |
---|
561 | int queueSize() { return _stack_head+1; } |
---|
562 | |
---|
563 | ///Executes the algorithm. |
---|
564 | |
---|
565 | ///Executes the algorithm. |
---|
566 | /// |
---|
567 | ///\pre init() must be called and at least one node should be added |
---|
568 | ///with addSource() before using this function. |
---|
569 | /// |
---|
570 | ///This method runs the %DFS algorithm from the root node(s) |
---|
571 | ///in order to |
---|
572 | ///compute the |
---|
573 | ///%DFS path to each node. The algorithm computes |
---|
574 | ///- The %DFS tree. |
---|
575 | ///- The distance of each node from the root(s) in the %DFS tree. |
---|
576 | /// |
---|
577 | void start() |
---|
578 | { |
---|
579 | while ( !emptyQueue() ) processNextEdge(); |
---|
580 | } |
---|
581 | |
---|
582 | ///Executes the algorithm until \c dest is reached. |
---|
583 | |
---|
584 | ///Executes the algorithm until \c dest is reached. |
---|
585 | /// |
---|
586 | ///\pre init() must be called and at least one node should be added |
---|
587 | ///with addSource() before using this function. |
---|
588 | /// |
---|
589 | ///This method runs the %DFS algorithm from the root node(s) |
---|
590 | ///in order to |
---|
591 | ///compute the |
---|
592 | ///%DFS path to \c dest. The algorithm computes |
---|
593 | ///- The %DFS path to \c dest. |
---|
594 | ///- The distance of \c dest from the root(s) in the %DFS tree. |
---|
595 | /// |
---|
596 | void start(Node dest) |
---|
597 | { |
---|
598 | while ( !emptyQueue() && G->target(_stack[_stack_head])!=dest ) |
---|
599 | processNextEdge(); |
---|
600 | } |
---|
601 | |
---|
602 | ///Executes the algorithm until a condition is met. |
---|
603 | |
---|
604 | ///Executes the algorithm until a condition is met. |
---|
605 | /// |
---|
606 | ///\pre init() must be called and at least one node should be added |
---|
607 | ///with addSource() before using this function. |
---|
608 | /// |
---|
609 | ///\param nm must be a bool (or convertible) edge map. The algorithm |
---|
610 | ///will stop when it reaches an edge \c e with <tt>nm[e]==true</tt>. |
---|
611 | /// |
---|
612 | ///\warning Contrary to \ref Dfs and \ref Dijkstra, \c nm is an edge map, |
---|
613 | ///not a node map. |
---|
614 | template<class NM> |
---|
615 | void start(const NM &nm) |
---|
616 | { |
---|
617 | while ( !emptyQueue() && !nm[_stack[_stack_head]] ) processNextEdge(); |
---|
618 | } |
---|
619 | |
---|
620 | ///Runs %DFS algorithm from node \c s. |
---|
621 | |
---|
622 | ///This method runs the %DFS algorithm from a root node \c s |
---|
623 | ///in order to |
---|
624 | ///compute the |
---|
625 | ///%DFS path to each node. The algorithm computes |
---|
626 | ///- The %DFS tree. |
---|
627 | ///- The distance of each node from the root in the %DFS tree. |
---|
628 | /// |
---|
629 | ///\note d.run(s) is just a shortcut of the following code. |
---|
630 | ///\code |
---|
631 | /// d.init(); |
---|
632 | /// d.addSource(s); |
---|
633 | /// d.start(); |
---|
634 | ///\endcode |
---|
635 | void run(Node s) { |
---|
636 | init(); |
---|
637 | addSource(s); |
---|
638 | start(); |
---|
639 | } |
---|
640 | |
---|
641 | ///Finds the %DFS path between \c s and \c t. |
---|
642 | |
---|
643 | ///Finds the %DFS path between \c s and \c t. |
---|
644 | /// |
---|
645 | ///\return The length of the %DFS s---t path if there exists one, |
---|
646 | ///0 otherwise. |
---|
647 | ///\note Apart from the return value, d.run(s,t) is |
---|
648 | ///just a shortcut of the following code. |
---|
649 | ///\code |
---|
650 | /// d.init(); |
---|
651 | /// d.addSource(s); |
---|
652 | /// d.start(t); |
---|
653 | ///\endcode |
---|
654 | int run(Node s,Node t) { |
---|
655 | init(); |
---|
656 | addSource(s); |
---|
657 | start(t); |
---|
658 | return reached(t)?_stack_head+1:0; |
---|
659 | } |
---|
660 | |
---|
661 | ///@} |
---|
662 | |
---|
663 | ///\name Query Functions |
---|
664 | ///The result of the %DFS algorithm can be obtained using these |
---|
665 | ///functions.\n |
---|
666 | ///Before the use of these functions, |
---|
667 | ///either run() or start() must be called. |
---|
668 | |
---|
669 | ///@{ |
---|
670 | |
---|
671 | ///Copies the path to \c t on the DFS tree into \c p |
---|
672 | |
---|
673 | ///This function copies the path to \c t on the DFS tree into \c p. |
---|
674 | ///If \c t is a source itself or unreachable, then it does not |
---|
675 | ///alter \c p. |
---|
676 | ///\todo Is this the right way to handle unreachable nodes? |
---|
677 | /// |
---|
678 | ///\return Returns \c true if a path to \c t was actually copied to \c p, |
---|
679 | ///\c false otherwise. |
---|
680 | ///\sa DirPath |
---|
681 | template<class P> |
---|
682 | bool getPath(P &p,Node t) |
---|
683 | { |
---|
684 | if(reached(t)) { |
---|
685 | p.clear(); |
---|
686 | typename P::Builder b(p); |
---|
687 | for(b.setStartNode(t);pred(t)!=INVALID;t=predNode(t)) |
---|
688 | b.pushFront(pred(t)); |
---|
689 | b.commit(); |
---|
690 | return true; |
---|
691 | } |
---|
692 | return false; |
---|
693 | } |
---|
694 | |
---|
695 | ///The distance of a node from the root(s). |
---|
696 | |
---|
697 | ///Returns the distance of a node from the root(s). |
---|
698 | ///\pre \ref run() must be called before using this function. |
---|
699 | ///\warning If node \c v is unreachable from the root(s) then the return value |
---|
700 | ///of this funcion is undefined. |
---|
701 | int dist(Node v) const { return (*_dist)[v]; } |
---|
702 | |
---|
703 | ///Returns the 'previous edge' of the %DFS tree. |
---|
704 | |
---|
705 | ///For a node \c v it returns the 'previous edge' |
---|
706 | ///of the %DFS path, |
---|
707 | ///i.e. it returns the last edge of a %DFS path from the root(s) to \c |
---|
708 | ///v. It is \ref INVALID |
---|
709 | ///if \c v is unreachable from the root(s) or \c v is a root. The |
---|
710 | ///%DFS tree used here is equal to the %DFS tree used in |
---|
711 | ///\ref predNode(Node v). |
---|
712 | ///\pre Either \ref run() or \ref start() must be called before using |
---|
713 | ///this function. |
---|
714 | ///\todo predEdge could be a better name. |
---|
715 | Edge pred(Node v) const { return (*_pred)[v];} |
---|
716 | |
---|
717 | ///Returns the 'previous node' of the %DFS tree. |
---|
718 | |
---|
719 | ///For a node \c v it returns the 'previous node' |
---|
720 | ///of the %DFS tree, |
---|
721 | ///i.e. it returns the last but one node from a %DFS path from the |
---|
722 | ///root(a) to \c /v. |
---|
723 | ///It is INVALID if \c v is unreachable from the root(s) or |
---|
724 | ///if \c v itself a root. |
---|
725 | ///The %DFS tree used here is equal to the %DFS |
---|
726 | ///tree used in \ref pred(Node v). |
---|
727 | ///\pre Either \ref run() or \ref start() must be called before |
---|
728 | ///using this function. |
---|
729 | Node predNode(Node v) const { return (*_pred)[v]==INVALID ? INVALID: |
---|
730 | G->source((*_pred)[v]); } |
---|
731 | |
---|
732 | ///Returns a reference to the NodeMap of distances. |
---|
733 | |
---|
734 | ///Returns a reference to the NodeMap of distances. |
---|
735 | ///\pre Either \ref run() or \ref init() must |
---|
736 | ///be called before using this function. |
---|
737 | const DistMap &distMap() const { return *_dist;} |
---|
738 | |
---|
739 | ///Returns a reference to the %DFS edge-tree map. |
---|
740 | |
---|
741 | ///Returns a reference to the NodeMap of the edges of the |
---|
742 | ///%DFS tree. |
---|
743 | ///\pre Either \ref run() or \ref init() |
---|
744 | ///must be called before using this function. |
---|
745 | const PredMap &predMap() const { return *_pred;} |
---|
746 | |
---|
747 | // ///Returns a reference to the map of nodes of %DFS paths. |
---|
748 | |
---|
749 | // ///Returns a reference to the NodeMap of the last but one nodes of the |
---|
750 | // ///%DFS tree. |
---|
751 | // ///\pre \ref run() must be called before using this function. |
---|
752 | // const PredNodeMap &predNodeMap() const { return *_predNode;} |
---|
753 | |
---|
754 | ///Checks if a node is reachable from the root. |
---|
755 | |
---|
756 | ///Returns \c true if \c v is reachable from the root(s). |
---|
757 | ///\warning The source nodes are inditated as unreachable. |
---|
758 | ///\pre Either \ref run() or \ref start() |
---|
759 | ///must be called before using this function. |
---|
760 | /// |
---|
761 | bool reached(Node v) { return (*_reached)[v]; } |
---|
762 | |
---|
763 | ///@} |
---|
764 | }; |
---|
765 | |
---|
766 | ///Default traits class of Dfs function. |
---|
767 | |
---|
768 | ///Default traits class of Dfs function. |
---|
769 | ///\param GR Graph type. |
---|
770 | template<class GR> |
---|
771 | struct DfsWizardDefaultTraits |
---|
772 | { |
---|
773 | ///The graph type the algorithm runs on. |
---|
774 | typedef GR Graph; |
---|
775 | ///\brief The type of the map that stores the last |
---|
776 | ///edges of the %DFS paths. |
---|
777 | /// |
---|
778 | ///The type of the map that stores the last |
---|
779 | ///edges of the %DFS paths. |
---|
780 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
---|
781 | /// |
---|
782 | typedef NullMap<typename Graph::Node,typename GR::Edge> PredMap; |
---|
783 | ///Instantiates a PredMap. |
---|
784 | |
---|
785 | ///This function instantiates a \ref PredMap. |
---|
786 | ///\param g is the graph, to which we would like to define the PredMap. |
---|
787 | ///\todo The graph alone may be insufficient to initialize |
---|
788 | #ifdef DOXYGEN |
---|
789 | static PredMap *createPredMap(const GR &g) |
---|
790 | #else |
---|
791 | static PredMap *createPredMap(const GR &) |
---|
792 | #endif |
---|
793 | { |
---|
794 | return new PredMap(); |
---|
795 | } |
---|
796 | // ///\brief The type of the map that stores the last but one |
---|
797 | // ///nodes of the %DFS paths. |
---|
798 | // /// |
---|
799 | // ///The type of the map that stores the last but one |
---|
800 | // ///nodes of the %DFS paths. |
---|
801 | // ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
---|
802 | // /// |
---|
803 | // typedef NullMap<typename Graph::Node,typename Graph::Node> PredNodeMap; |
---|
804 | // ///Instantiates a PredNodeMap. |
---|
805 | |
---|
806 | // ///This function instantiates a \ref PredNodeMap. |
---|
807 | // ///\param G is the graph, to which |
---|
808 | // ///we would like to define the \ref PredNodeMap |
---|
809 | // static PredNodeMap *createPredNodeMap(const GR &G) |
---|
810 | // { |
---|
811 | // return new PredNodeMap(); |
---|
812 | // } |
---|
813 | |
---|
814 | ///The type of the map that indicates which nodes are processed. |
---|
815 | |
---|
816 | ///The type of the map that indicates which nodes are processed. |
---|
817 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
---|
818 | ///\todo named parameter to set this type, function to read and write. |
---|
819 | typedef NullMap<typename Graph::Node,bool> ProcessedMap; |
---|
820 | ///Instantiates a ProcessedMap. |
---|
821 | |
---|
822 | ///This function instantiates a \ref ProcessedMap. |
---|
823 | ///\param g is the graph, to which |
---|
824 | ///we would like to define the \ref ProcessedMap |
---|
825 | #ifdef DOXYGEN |
---|
826 | static ProcessedMap *createProcessedMap(const GR &g) |
---|
827 | #else |
---|
828 | static ProcessedMap *createProcessedMap(const GR &) |
---|
829 | #endif |
---|
830 | { |
---|
831 | return new ProcessedMap(); |
---|
832 | } |
---|
833 | ///The type of the map that indicates which nodes are reached. |
---|
834 | |
---|
835 | ///The type of the map that indicates which nodes are reached. |
---|
836 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
---|
837 | ///\todo named parameter to set this type, function to read and write. |
---|
838 | typedef typename Graph::template NodeMap<bool> ReachedMap; |
---|
839 | ///Instantiates a ReachedMap. |
---|
840 | |
---|
841 | ///This function instantiates a \ref ReachedMap. |
---|
842 | ///\param G is the graph, to which |
---|
843 | ///we would like to define the \ref ReachedMap. |
---|
844 | static ReachedMap *createReachedMap(const GR &G) |
---|
845 | { |
---|
846 | return new ReachedMap(G); |
---|
847 | } |
---|
848 | ///The type of the map that stores the dists of the nodes. |
---|
849 | |
---|
850 | ///The type of the map that stores the dists of the nodes. |
---|
851 | ///It must meet the \ref concept::WriteMap "WriteMap" concept. |
---|
852 | /// |
---|
853 | typedef NullMap<typename Graph::Node,int> DistMap; |
---|
854 | ///Instantiates a DistMap. |
---|
855 | |
---|
856 | ///This function instantiates a \ref DistMap. |
---|
857 | ///\param g is the graph, to which we would like to define the \ref DistMap |
---|
858 | #ifdef DOXYGEN |
---|
859 | static DistMap *createDistMap(const GR &g) |
---|
860 | #else |
---|
861 | static DistMap *createDistMap(const GR &) |
---|
862 | #endif |
---|
863 | { |
---|
864 | return new DistMap(); |
---|
865 | } |
---|
866 | }; |
---|
867 | |
---|
868 | /// Default traits used by \ref DfsWizard |
---|
869 | |
---|
870 | /// To make it easier to use Dfs algorithm |
---|
871 | ///we have created a wizard class. |
---|
872 | /// This \ref DfsWizard class needs default traits, |
---|
873 | ///as well as the \ref Dfs class. |
---|
874 | /// The \ref DfsWizardBase is a class to be the default traits of the |
---|
875 | /// \ref DfsWizard class. |
---|
876 | template<class GR> |
---|
877 | class DfsWizardBase : public DfsWizardDefaultTraits<GR> |
---|
878 | { |
---|
879 | |
---|
880 | typedef DfsWizardDefaultTraits<GR> Base; |
---|
881 | protected: |
---|
882 | /// Type of the nodes in the graph. |
---|
883 | typedef typename Base::Graph::Node Node; |
---|
884 | |
---|
885 | /// Pointer to the underlying graph. |
---|
886 | void *_g; |
---|
887 | ///Pointer to the map of reached nodes. |
---|
888 | void *_reached; |
---|
889 | ///Pointer to the map of processed nodes. |
---|
890 | void *_processed; |
---|
891 | ///Pointer to the map of predecessors edges. |
---|
892 | void *_pred; |
---|
893 | // ///Pointer to the map of predecessors nodes. |
---|
894 | // void *_predNode; |
---|
895 | ///Pointer to the map of distances. |
---|
896 | void *_dist; |
---|
897 | ///Pointer to the source node. |
---|
898 | Node _source; |
---|
899 | |
---|
900 | public: |
---|
901 | /// Constructor. |
---|
902 | |
---|
903 | /// This constructor does not require parameters, therefore it initiates |
---|
904 | /// all of the attributes to default values (0, INVALID). |
---|
905 | DfsWizardBase() : _g(0), _reached(0), _processed(0), _pred(0), |
---|
906 | // _predNode(0), |
---|
907 | _dist(0), _source(INVALID) {} |
---|
908 | |
---|
909 | /// Constructor. |
---|
910 | |
---|
911 | /// This constructor requires some parameters, |
---|
912 | /// listed in the parameters list. |
---|
913 | /// Others are initiated to 0. |
---|
914 | /// \param g is the initial value of \ref _g |
---|
915 | /// \param s is the initial value of \ref _source |
---|
916 | DfsWizardBase(const GR &g, Node s=INVALID) : |
---|
917 | _g((void *)&g), _reached(0), _processed(0), _pred(0), |
---|
918 | // _predNode(0), |
---|
919 | _dist(0), _source(s) {} |
---|
920 | |
---|
921 | }; |
---|
922 | |
---|
923 | /// A class to make the usage of the Dfs algorithm easier |
---|
924 | |
---|
925 | /// This class is created to make it easier to use the Dfs algorithm. |
---|
926 | /// It uses the functions and features of the plain \ref Dfs, |
---|
927 | /// but it is much simpler to use it. |
---|
928 | /// |
---|
929 | /// Simplicity means that the way to change the types defined |
---|
930 | /// in the traits class is based on functions that returns the new class |
---|
931 | /// and not on templatable built-in classes. |
---|
932 | /// When using the plain \ref Dfs |
---|
933 | /// the new class with the modified type comes from |
---|
934 | /// the original class by using the :: |
---|
935 | /// operator. In the case of \ref DfsWizard only |
---|
936 | /// a function have to be called and it will |
---|
937 | /// return the needed class. |
---|
938 | /// |
---|
939 | /// It does not have own \ref run method. When its \ref run method is called |
---|
940 | /// it initiates a plain \ref Dfs object, and calls the \ref Dfs::run |
---|
941 | /// method of it. |
---|
942 | template<class TR> |
---|
943 | class DfsWizard : public TR |
---|
944 | { |
---|
945 | typedef TR Base; |
---|
946 | |
---|
947 | ///The type of the underlying graph. |
---|
948 | typedef typename TR::Graph Graph; |
---|
949 | //\e |
---|
950 | typedef typename Graph::Node Node; |
---|
951 | //\e |
---|
952 | typedef typename Graph::NodeIt NodeIt; |
---|
953 | //\e |
---|
954 | typedef typename Graph::Edge Edge; |
---|
955 | //\e |
---|
956 | typedef typename Graph::OutEdgeIt OutEdgeIt; |
---|
957 | |
---|
958 | ///\brief The type of the map that stores |
---|
959 | ///the reached nodes |
---|
960 | typedef typename TR::ReachedMap ReachedMap; |
---|
961 | ///\brief The type of the map that stores |
---|
962 | ///the processed nodes |
---|
963 | typedef typename TR::ProcessedMap ProcessedMap; |
---|
964 | ///\brief The type of the map that stores the last |
---|
965 | ///edges of the %DFS paths. |
---|
966 | typedef typename TR::PredMap PredMap; |
---|
967 | // ///\brief The type of the map that stores the last but one |
---|
968 | // ///nodes of the %DFS paths. |
---|
969 | // typedef typename TR::PredNodeMap PredNodeMap; |
---|
970 | ///The type of the map that stores the distances of the nodes. |
---|
971 | typedef typename TR::DistMap DistMap; |
---|
972 | |
---|
973 | public: |
---|
974 | /// Constructor. |
---|
975 | DfsWizard() : TR() {} |
---|
976 | |
---|
977 | /// Constructor that requires parameters. |
---|
978 | |
---|
979 | /// Constructor that requires parameters. |
---|
980 | /// These parameters will be the default values for the traits class. |
---|
981 | DfsWizard(const Graph &g, Node s=INVALID) : |
---|
982 | TR(g,s) {} |
---|
983 | |
---|
984 | ///Copy constructor |
---|
985 | DfsWizard(const TR &b) : TR(b) {} |
---|
986 | |
---|
987 | ~DfsWizard() {} |
---|
988 | |
---|
989 | ///Runs Dfs algorithm from a given node. |
---|
990 | |
---|
991 | ///Runs Dfs algorithm from a given node. |
---|
992 | ///The node can be given by the \ref source function. |
---|
993 | void run() |
---|
994 | { |
---|
995 | if(Base::_source==INVALID) throw UninitializedParameter(); |
---|
996 | Dfs<Graph,TR> alg(*(Graph*)Base::_g); |
---|
997 | if(Base::_reached) alg.reachedMap(*(ReachedMap*)Base::_reached); |
---|
998 | if(Base::_processed) alg.processedMap(*(ProcessedMap*)Base::_processed); |
---|
999 | if(Base::_pred) alg.predMap(*(PredMap*)Base::_pred); |
---|
1000 | // if(Base::_predNode) alg.predNodeMap(*(PredNodeMap*)Base::_predNode); |
---|
1001 | if(Base::_dist) alg.distMap(*(DistMap*)Base::_dist); |
---|
1002 | alg.run(Base::_source); |
---|
1003 | } |
---|
1004 | |
---|
1005 | ///Runs Dfs algorithm from the given node. |
---|
1006 | |
---|
1007 | ///Runs Dfs algorithm from the given node. |
---|
1008 | ///\param s is the given source. |
---|
1009 | void run(Node s) |
---|
1010 | { |
---|
1011 | Base::_source=s; |
---|
1012 | run(); |
---|
1013 | } |
---|
1014 | |
---|
1015 | template<class T> |
---|
1016 | struct DefPredMapBase : public Base { |
---|
1017 | typedef T PredMap; |
---|
1018 | static PredMap *createPredMap(const Graph &) { return 0; }; |
---|
1019 | DefPredMapBase(const TR &b) : TR(b) {} |
---|
1020 | }; |
---|
1021 | |
---|
1022 | ///\brief \ref named-templ-param "Named parameter" |
---|
1023 | ///function for setting PredMap type |
---|
1024 | /// |
---|
1025 | /// \ref named-templ-param "Named parameter" |
---|
1026 | ///function for setting PredMap type |
---|
1027 | /// |
---|
1028 | template<class T> |
---|
1029 | DfsWizard<DefPredMapBase<T> > predMap(const T &t) |
---|
1030 | { |
---|
1031 | Base::_pred=(void *)&t; |
---|
1032 | return DfsWizard<DefPredMapBase<T> >(*this); |
---|
1033 | } |
---|
1034 | |
---|
1035 | |
---|
1036 | template<class T> |
---|
1037 | struct DefReachedMapBase : public Base { |
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1038 | typedef T ReachedMap; |
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1039 | static ReachedMap *createReachedMap(const Graph &) { return 0; }; |
---|
1040 | DefReachedMapBase(const TR &b) : TR(b) {} |
---|
1041 | }; |
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1042 | |
---|
1043 | ///\brief \ref named-templ-param "Named parameter" |
---|
1044 | ///function for setting ReachedMap |
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1045 | /// |
---|
1046 | /// \ref named-templ-param "Named parameter" |
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1047 | ///function for setting ReachedMap |
---|
1048 | /// |
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1049 | template<class T> |
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1050 | DfsWizard<DefReachedMapBase<T> > reachedMap(const T &t) |
---|
1051 | { |
---|
1052 | Base::_pred=(void *)&t; |
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1053 | return DfsWizard<DefReachedMapBase<T> >(*this); |
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1054 | } |
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1055 | |
---|
1056 | |
---|
1057 | template<class T> |
---|
1058 | struct DefProcessedMapBase : public Base { |
---|
1059 | typedef T ProcessedMap; |
---|
1060 | static ProcessedMap *createProcessedMap(const Graph &) { return 0; }; |
---|
1061 | DefProcessedMapBase(const TR &b) : TR(b) {} |
---|
1062 | }; |
---|
1063 | |
---|
1064 | ///\brief \ref named-templ-param "Named parameter" |
---|
1065 | ///function for setting ProcessedMap |
---|
1066 | /// |
---|
1067 | /// \ref named-templ-param "Named parameter" |
---|
1068 | ///function for setting ProcessedMap |
---|
1069 | /// |
---|
1070 | template<class T> |
---|
1071 | DfsWizard<DefProcessedMapBase<T> > processedMap(const T &t) |
---|
1072 | { |
---|
1073 | Base::_pred=(void *)&t; |
---|
1074 | return DfsWizard<DefProcessedMapBase<T> >(*this); |
---|
1075 | } |
---|
1076 | |
---|
1077 | |
---|
1078 | // template<class T> |
---|
1079 | // struct DefPredNodeMapBase : public Base { |
---|
1080 | // typedef T PredNodeMap; |
---|
1081 | // static PredNodeMap *createPredNodeMap(const Graph &G) { return 0; }; |
---|
1082 | // DefPredNodeMapBase(const TR &b) : TR(b) {} |
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1083 | // }; |
---|
1084 | |
---|
1085 | // ///\brief \ref named-templ-param "Named parameter" |
---|
1086 | // ///function for setting PredNodeMap type |
---|
1087 | // /// |
---|
1088 | // /// \ref named-templ-param "Named parameter" |
---|
1089 | // ///function for setting PredNodeMap type |
---|
1090 | // /// |
---|
1091 | // template<class T> |
---|
1092 | // DfsWizard<DefPredNodeMapBase<T> > predNodeMap(const T &t) |
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1093 | // { |
---|
1094 | // Base::_predNode=(void *)&t; |
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1095 | // return DfsWizard<DefPredNodeMapBase<T> >(*this); |
---|
1096 | // } |
---|
1097 | |
---|
1098 | template<class T> |
---|
1099 | struct DefDistMapBase : public Base { |
---|
1100 | typedef T DistMap; |
---|
1101 | static DistMap *createDistMap(const Graph &) { return 0; }; |
---|
1102 | DefDistMapBase(const TR &b) : TR(b) {} |
---|
1103 | }; |
---|
1104 | |
---|
1105 | ///\brief \ref named-templ-param "Named parameter" |
---|
1106 | ///function for setting DistMap type |
---|
1107 | /// |
---|
1108 | /// \ref named-templ-param "Named parameter" |
---|
1109 | ///function for setting DistMap type |
---|
1110 | /// |
---|
1111 | template<class T> |
---|
1112 | DfsWizard<DefDistMapBase<T> > distMap(const T &t) |
---|
1113 | { |
---|
1114 | Base::_dist=(void *)&t; |
---|
1115 | return DfsWizard<DefDistMapBase<T> >(*this); |
---|
1116 | } |
---|
1117 | |
---|
1118 | /// Sets the source node, from which the Dfs algorithm runs. |
---|
1119 | |
---|
1120 | /// Sets the source node, from which the Dfs algorithm runs. |
---|
1121 | /// \param s is the source node. |
---|
1122 | DfsWizard<TR> &source(Node s) |
---|
1123 | { |
---|
1124 | Base::_source=s; |
---|
1125 | return *this; |
---|
1126 | } |
---|
1127 | |
---|
1128 | }; |
---|
1129 | |
---|
1130 | ///Function type interface for Dfs algorithm. |
---|
1131 | |
---|
1132 | /// \ingroup flowalgs |
---|
1133 | ///Function type interface for Dfs algorithm. |
---|
1134 | /// |
---|
1135 | ///This function also has several |
---|
1136 | ///\ref named-templ-func-param "named parameters", |
---|
1137 | ///they are declared as the members of class \ref DfsWizard. |
---|
1138 | ///The following |
---|
1139 | ///example shows how to use these parameters. |
---|
1140 | ///\code |
---|
1141 | /// dfs(g,source).predMap(preds).run(); |
---|
1142 | ///\endcode |
---|
1143 | ///\warning Don't forget to put the \ref DfsWizard::run() "run()" |
---|
1144 | ///to the end of the parameter list. |
---|
1145 | ///\sa DfsWizard |
---|
1146 | ///\sa Dfs |
---|
1147 | template<class GR> |
---|
1148 | DfsWizard<DfsWizardBase<GR> > |
---|
1149 | dfs(const GR &g,typename GR::Node s=INVALID) |
---|
1150 | { |
---|
1151 | return DfsWizard<DfsWizardBase<GR> >(g,s); |
---|
1152 | } |
---|
1153 | |
---|
1154 | } //END OF NAMESPACE LEMON |
---|
1155 | |
---|
1156 | #endif |
---|
1157 | |
---|