aGrUM 3.1.1
a C++ library for (probabilistic) graphical models
DAG.h
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40
41
47#ifndef GUM_DAG_H
48#define GUM_DAG_H
49
52
53namespace gum {
54
55 /* ====================================================================== */
56 /* === BASE CLASS FOR MANIPULATING DIRECTED GRAPHS WITHOUT CYCLE */
57 /* ====================================================================== */
120 /* ====================================================================== */
121 class DAG: public DiGraph {
122 public:
123 // ############################################################################
125 // ############################################################################
127
129
135 explicit DAG(Size nodes_size = HashTableConst::default_size,
136 bool nodes_resize_policy = true,
138 bool arcs_resize_policy = true);
139
141
142 DAG(const DAG& g);
143
145 DAG(DAG&& g);
146
148 ~DAG() override;
149
151
152 // ############################################################################
154 // ############################################################################
156
158
159 DAG& operator=(const DAG& g);
160
162 DAG& operator=(DAG&& g);
163
165
166 // ############################################################################
168 // ############################################################################
170
172
183 void addArc(NodeId tail, NodeId head) final;
185
186
191 UndiGraph moralGraph() const;
192
199
202 bool dSeparation(NodeId X, NodeId Y, const NodeSet& Z) const;
203
206 bool dSeparation(const NodeSet& X, const NodeSet& Y, const NodeSet& Z) const;
207
208 /***
209 * @return the minimal subset of soids that conditions the target
210 *
211 * i.e. P(target| soids)=P(target|@return)
212 */
213 NodeSet minimalCondSet(NodeId target, const NodeSet& soids) const;
214
215
216 /***
217 * @return the minimal subset of soids that conditions the targets
218 *
219 * i.e. P(targets| soids)=P(targets|@return)
220 */
221 NodeSet minimalCondSet(const NodeSet& targets, const NodeSet& soids) const;
222 };
223
224} /* namespace gum */
225
227
228#ifndef GUM_NO_INLINE
230#endif // GU%_NO_INLINE
231
232#endif /* GUM_DAG_H */
Inline implementation of Base classes for directed acylic graphs.
bool dSeparation(NodeId X, NodeId Y, const NodeSet &Z) const
check if node X and node Y are independent given nodes Z (in the sense of d-separation)
Definition DAG.cpp:80
UndiGraph moralGraph() const
build a UndiGraph by moralizing the dag
Definition DAG.cpp:74
NodeSet minimalCondSet(NodeId target, const NodeSet &soids) const
Definition DAG.cpp:88
DAG & operator=(const DAG &g)
copy operator
Definition DAG_inl.h:57
DAG(Size nodes_size=HashTableConst::default_size, bool nodes_resize_policy=true, Size arcs_size=HashTableConst::default_size, bool arcs_resize_policy=true)
default constructor
Definition DAG.cpp:60
void addArc(NodeId tail, NodeId head) final
insert a new arc into the directed graph
Definition DAG_inl.h:75
~DAG() override
destructor
Definition DAG.cpp:72
UndiGraph moralizedAncestralGraph(const NodeSet &nodes) const
build a UndiGraph by moralizing the Ancestral Graph of a set of Nodes
Definition DAG.cpp:76
DiGraph(Size nodes_size=HashTableConst::default_size, bool nodes_resize_policy=true, Size arcs_size=HashTableConst::default_size, bool arcs_resize_policy=true)
default constructor
Definition diGraph.cpp:70
const NodeGraphPart & nodes() const
return *this as a NodeGraphPart
Base class for undirected graphs.
Definition undiGraph.h:130
Concept for directed graphs (arcs with parents/children).
Base classes for oriented graphs.
std::size_t Size
In aGrUM, hashed values are unsigned long int.
Definition types.h:74
Size NodeId
Type for node ids.
Set< NodeId > NodeSet
Some typdefs and define for shortcuts ...
gum is the global namespace for all aGrUM entities
Definition agrum.h:46
static constexpr Size default_size
The default number of slots in hashtables.
Definition hashTable.h:102
Base classes for undirected graphs.