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// -*- C++ -*-
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#ifndef LEMON_MAX_MATCHING_H
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#define LEMON_MAX_MATCHING_H
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///\ingroup galgs
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///\file
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///\brief Maximum matching algorithm.
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#include <queue>
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#include <invalid.h>
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#include <unionfind.h>
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namespace lemon {
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/// \addtogroup galgs
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/// @{
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///Maximum matching algorithms class.
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///This class provides Edmonds' alternating forest matching
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///algorithm. The starting matching (if any) can be passed to the
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///algorithm using read-in functions \ref readNMapNode, \ref
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///readNMapEdge or \ref readEMapBool depending on the container. The
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///resulting maximum matching can be attained by write-out functions
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///\ref writeNMapNode, \ref writeNMapEdge or \ref writeEMapBool
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///depending on the preferred container.
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///
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///The dual side of a mathcing is a map of the nodes to
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///MaxMatching::pos_enum, having values D, A and C showing the
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///Gallai-Edmonds decomposition of the graph. The nodes in D induce
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///a graph with factor-critical components, the nodes in A form the
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///barrier, and the nodes in C induce a graph having a perfect
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///matching. This decomposition can be attained by calling \ref
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///writePos after running the algorithm. Before subsequent runs,
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///the function \ref resetPos() must be called.
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///
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///\param Graph The undirected graph type the algorithm runs on.
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///
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///\author Jacint Szabo
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template <typename Graph>
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class MaxMatching {
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typedef typename Graph::Node Node;
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typedef typename Graph::Edge Edge;
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typedef typename Graph::EdgeIt EdgeIt;
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typedef typename Graph::NodeIt NodeIt;
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typedef typename Graph::OutEdgeIt OutEdgeIt;
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typedef UnionFindEnum<Node, Graph::template NodeMap> UFE;
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public:
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///Indicates the Gallai-Edmonds decomposition of the graph.
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///Indicates the Gallai-Edmonds decomposition of the graph, which
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///shows an upper bound on the size of a maximum matching. The
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///nodes with pos_enum \c D induce a graph with factor-critical
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///components, the nodes in \c A form the canonical barrier, and the
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///nodes in \c C induce a graph having a perfect matching.
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enum pos_enum {
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D=0,
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A=1,
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C=2
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};
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private:
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const Graph& G;
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typename Graph::template NodeMap<Node> mate;
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typename Graph::template NodeMap<pos_enum> position;
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public:
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MaxMatching(const Graph& _G) : G(_G), mate(_G,INVALID), position(_G,C) {}
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///Runs Edmonds' algorithm.
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///Runs Edmonds' algorithm for sparse graphs (edgeNum >=
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///2*nodeNum), and a heuristical Edmonds' algorithm with a
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///heuristic of postponing shrinks for dense graphs. \pre Before
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///the subsequent calls \ref resetPos must be called.
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inline void run();
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///Runs Edmonds' algorithm.
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///If heur=0 it runs Edmonds' algorithm. If heur=1 it runs
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///Edmonds' algorithm with a heuristic of postponing shrinks,
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///giving a faster algorithm for dense graphs. \pre Before the
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///subsequent calls \ref resetPos must be called.
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void runEdmonds( int heur );
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///Finds a greedy matching starting from the actual matching.
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///Starting form the actual matching stored, it finds a maximal
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///greedy matching.
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void greedyMatching();
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///Returns the size of the actual matching stored.
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///Returns the size of the actual matching stored. After \ref
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///run() it returns the size of a maximum matching in the graph.
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int size () const;
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///Resets the map storing the Gallai-Edmonds decomposition.
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///Resets the map storing the Gallai-Edmonds decomposition of the
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///graph, making it possible to run the algorithm. Must be called
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///before all runs of the Edmonds algorithm, except for the first
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///run.
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void resetPos();
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///Resets the actual matching to the empty matching.
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///Resets the actual matching to the empty matching.
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///
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void resetMatching();
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///Reads a matching from a \c Node map of \c Nodes.
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///Reads a matching from a \c Node map of \c Nodes. This map must be \e
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///symmetric, i.e. if \c map[u]=v then \c map[v]=u must hold, and
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///now \c uv is an edge of the matching.
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template<typename NMapN>
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void readNMapNode(NMapN& map) {
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NodeIt v;
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for( G.first(v); G.valid(v); G.next(v)) {
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mate.set(v,map[v]);
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}
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}
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///Writes the stored matching to a \c Node map of \c Nodes.
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///Writes the stored matching to a \c Node map of \c Nodes. The
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///resulting map will be \e symmetric, i.e. if \c map[u]=v then \c
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///map[v]=u will hold, and now \c uv is an edge of the matching.
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template<typename NMapN>
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void writeNMapNode (NMapN& map) const {
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NodeIt v;
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for( G.first(v); G.valid(v); G.next(v)) {
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map.set(v,mate[v]);
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}
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}
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///Reads a matching from a \c Node map of \c Edges.
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///Reads a matching from a \c Node map of incident \c Edges. This
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///map must have the property that if \c G.bNode(map[u])=v then \c
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///G.bNode(map[v])=u must hold, and now this edge is an edge of
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///the matching.
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template<typename NMapE>
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void readNMapEdge(NMapE& map) {
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NodeIt v;
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for( G.first(v); G.valid(v); G.next(v)) {
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Edge e=map[v];
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if ( G.valid(e) )
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G.source(e) == v ? mate.set(v,G.target(e)) : mate.set(v,G.source(e));
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}
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}
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///Writes the matching stored to a \c Node map of \c Edges.
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///Writes the stored matching to a \c Node map of incident \c
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///Edges. This map will have the property that if \c
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///G.bNode(map[u])=v then \c G.bNode(map[v])=u holds, and now this
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///edge is an edge of the matching.
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template<typename NMapE>
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void writeNMapEdge (NMapE& map) const {
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typename Graph::template NodeMap<bool> todo(G,false);
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NodeIt v;
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for( G.first(v); G.valid(v); G.next(v)) {
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if ( mate[v]!=INVALID ) todo.set(v,true);
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}
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NodeIt e;
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for( G.first(e); G.valid(e); G.next(e)) {
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if ( todo[G.target(e)] && todo[G.source(e)] ) {
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Node u=G.source(e);
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Node v=G.target(e);
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if ( mate[u]=v && mate[v]=u ) {
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map.set(u,e);
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map.set(v,e);
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todo.set(u,false);
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todo.set(v,false);
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}
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}
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}
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}
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///Reads a matching from an \c Edge map of \c bools.
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///Reads a matching from an \c Edge map of \c bools. This map must
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///have the property that there are no two adjacent edges \c e, \c
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///f with \c map[e]=map[f]=true. The edges \c e with \c
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///map[e]=true form the matching.
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template<typename EMapB>
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void readEMapBool(EMapB& map) {
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EdgeIt e;
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for( G.first(e); G.valid(e); G.next(e)) {
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if ( G.valid(e) ) {
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Node u=G.source(e);
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Node v=G.target(e);
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mate.set(u,v);
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mate.set(v,u);
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}
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}
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}
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///Writes the matching stored to an \c Edge map of \c bools.
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///Writes the matching stored to an \c Edge map of \c bools. This
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///map will have the property that there are no two adjacent edges
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///\c e, \c f with \c map[e]=map[f]=true. The edges \c e with \c
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///map[e]=true form the matching.
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template<typename EMapB>
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void writeEMapBool (EMapB& map) const {
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typename Graph::template NodeMap<bool> todo(G,false);
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NodeIt v;
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for( G.first(v); G.valid(v); G.next(v)) {
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if ( mate[v]!=INVALID ) todo.set(v,true);
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}
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NodeIt e;
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for( G.first(e); G.valid(e); G.next(e)) {
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map.set(e,false);
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if ( todo[G.target(e)] && todo[G.source(e)] ) {
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Node u=G.source(e);
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Node v=G.target(e);
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if ( mate[u]=v && mate[v]=u ) {
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map.set(e,true);
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todo.set(u,false);
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todo.set(v,false);
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}
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}
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}
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}
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///Writes the canonical decomposition of the graph after running
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///the algorithm.
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///After calling any run methods of the class, and before calling
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///\ref resetPos(), it writes the Gallai-Edmonds canonical
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///decomposition of the graph. \c map must be a node map
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///of \ref pos_enum 's.
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template<typename NMapEnum>
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void writePos (NMapEnum& map) const {
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NodeIt v;
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for( G.first(v); G.valid(v); G.next(v)) map.set(v,position[v]);
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}
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private:
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void lateShrink(Node v, typename Graph::template NodeMap<Node>& ear,
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UFE& blossom, UFE& tree);
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void normShrink(Node v, typename Graph::NodeMap<Node>& ear,
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UFE& blossom, UFE& tree);
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bool noShrinkStep(Node x, typename Graph::NodeMap<Node>& ear,
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UFE& blossom, UFE& tree, std::queue<Node>& Q);
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void shrinkStep(Node& top, Node& middle, Node& bottom, typename Graph::NodeMap<Node>& ear,
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UFE& blossom, UFE& tree, std::queue<Node>& Q);
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void augment(Node x, typename Graph::NodeMap<Node>& ear,
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UFE& blossom, UFE& tree);
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};
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// **********************************************************************
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// IMPLEMENTATIONS
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// **********************************************************************
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template <typename Graph>
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void MaxMatching<Graph>::run() {
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if ( G.edgeNum() > 2*G.nodeNum() ) {
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greedyMatching();
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runEdmonds(1);
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} else runEdmonds(0);
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}
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template <typename Graph>
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void MaxMatching<Graph>::runEdmonds( int heur=1 ) {
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typename Graph::template NodeMap<Node> ear(G,INVALID);
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//undefined for the base nodes of the blossoms (i.e. for the
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//representative elements of UFE blossom) and for the nodes in C
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typename UFE::MapType blossom_base(G);
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UFE blossom(blossom_base);
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typename UFE::MapType tree_base(G);
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UFE tree(tree_base);
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NodeIt v;
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for( G.first(v); G.valid(v); G.next(v) ) {
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if ( position[v]==C && mate[v]==INVALID ) {
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blossom.insert(v);
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tree.insert(v);
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position.set(v,D);
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if ( heur == 1 ) lateShrink( v, ear, blossom, tree );
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else normShrink( v, ear, blossom, tree );
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}
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}
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}
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template <typename Graph>
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void MaxMatching<Graph>::lateShrink(Node v, typename Graph::template NodeMap<Node>& ear,
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309 |
UFE& blossom, UFE& tree) {
|
jacint@537
|
310 |
|
jacint@537
|
311 |
std::queue<Node> Q; //queue of the totally unscanned nodes
|
jacint@537
|
312 |
Q.push(v);
|
jacint@537
|
313 |
std::queue<Node> R;
|
jacint@537
|
314 |
//queue of the nodes which must be scanned for a possible shrink
|
jacint@537
|
315 |
|
jacint@537
|
316 |
while ( !Q.empty() ) {
|
jacint@537
|
317 |
Node x=Q.front();
|
jacint@537
|
318 |
Q.pop();
|
jacint@537
|
319 |
if ( noShrinkStep( x, ear, blossom, tree, Q ) ) return;
|
jacint@537
|
320 |
else R.push(x);
|
jacint@537
|
321 |
}
|
jacint@537
|
322 |
|
jacint@537
|
323 |
while ( !R.empty() ) {
|
jacint@537
|
324 |
Node x=R.front();
|
jacint@537
|
325 |
R.pop();
|
jacint@537
|
326 |
|
jacint@537
|
327 |
OutEdgeIt e;
|
jacint@537
|
328 |
for( G.first(e,x); G.valid(e); G.next(e) ) {
|
jacint@537
|
329 |
Node y=G.bNode(e);
|
jacint@537
|
330 |
|
jacint@537
|
331 |
if ( position[y] == D && blossom.find(x) != blossom.find(y) ) {
|
jacint@537
|
332 |
//x and y must be in the same tree
|
jacint@537
|
333 |
|
jacint@537
|
334 |
typename Graph::template NodeMap<bool> path(G,false);
|
jacint@537
|
335 |
|
jacint@537
|
336 |
Node b=blossom.find(x);
|
jacint@537
|
337 |
path.set(b,true);
|
jacint@537
|
338 |
b=mate[b];
|
jacint@537
|
339 |
while ( b!=INVALID ) {
|
jacint@537
|
340 |
b=blossom.find(ear[b]);
|
jacint@537
|
341 |
path.set(b,true);
|
jacint@537
|
342 |
b=mate[b];
|
jacint@537
|
343 |
} //going till the root
|
jacint@537
|
344 |
|
jacint@537
|
345 |
Node top=y;
|
jacint@537
|
346 |
Node middle=blossom.find(top);
|
jacint@537
|
347 |
Node bottom=x;
|
jacint@537
|
348 |
while ( !path[middle] )
|
jacint@537
|
349 |
shrinkStep(top, middle, bottom, ear, blossom, tree, Q);
|
jacint@537
|
350 |
|
jacint@537
|
351 |
Node base=middle;
|
jacint@537
|
352 |
top=x;
|
jacint@537
|
353 |
middle=blossom.find(top);
|
jacint@537
|
354 |
bottom=y;
|
jacint@537
|
355 |
Node blossom_base=blossom.find(base);
|
jacint@537
|
356 |
while ( middle!=blossom_base )
|
jacint@537
|
357 |
shrinkStep(top, middle, bottom, ear, blossom, tree, Q);
|
jacint@537
|
358 |
|
jacint@537
|
359 |
blossom.makeRep(base);
|
jacint@537
|
360 |
} // if shrink is needed
|
jacint@537
|
361 |
|
jacint@537
|
362 |
while ( !Q.empty() ) {
|
jacint@537
|
363 |
Node x=Q.front();
|
jacint@537
|
364 |
Q.pop();
|
jacint@537
|
365 |
if ( noShrinkStep(x, ear, blossom, tree, Q) ) return;
|
jacint@537
|
366 |
else R.push(x);
|
jacint@537
|
367 |
}
|
jacint@537
|
368 |
} //for e
|
jacint@537
|
369 |
} // while ( !R.empty() )
|
jacint@537
|
370 |
}
|
jacint@537
|
371 |
|
jacint@537
|
372 |
template <typename Graph>
|
jacint@537
|
373 |
void MaxMatching<Graph>::normShrink(Node v, typename Graph::NodeMap<Node>& ear,
|
jacint@537
|
374 |
UFE& blossom, UFE& tree) {
|
jacint@537
|
375 |
|
jacint@537
|
376 |
std::queue<Node> Q; //queue of the unscanned nodes
|
jacint@537
|
377 |
Q.push(v);
|
jacint@537
|
378 |
while ( !Q.empty() ) {
|
jacint@537
|
379 |
Node x=Q.front();
|
jacint@537
|
380 |
Q.pop();
|
jacint@537
|
381 |
|
jacint@537
|
382 |
OutEdgeIt e;
|
jacint@537
|
383 |
for( G.first(e,x); G.valid(e); G.next(e) ) {
|
jacint@537
|
384 |
Node y=G.bNode(e);
|
jacint@537
|
385 |
|
jacint@537
|
386 |
switch ( position[y] ) {
|
jacint@537
|
387 |
case D: //x and y must be in the same tree
|
jacint@537
|
388 |
if ( blossom.find(x) != blossom.find(y) ) { //shrink
|
jacint@537
|
389 |
typename Graph::template NodeMap<bool> path(G,false);
|
jacint@537
|
390 |
|
jacint@537
|
391 |
Node b=blossom.find(x);
|
jacint@537
|
392 |
path.set(b,true);
|
jacint@537
|
393 |
b=mate[b];
|
jacint@537
|
394 |
while ( b!=INVALID ) {
|
jacint@537
|
395 |
b=blossom.find(ear[b]);
|
jacint@537
|
396 |
path.set(b,true);
|
jacint@537
|
397 |
b=mate[b];
|
jacint@537
|
398 |
} //going till the root
|
jacint@537
|
399 |
|
jacint@537
|
400 |
Node top=y;
|
jacint@537
|
401 |
Node middle=blossom.find(top);
|
jacint@537
|
402 |
Node bottom=x;
|
jacint@537
|
403 |
while ( !path[middle] )
|
jacint@537
|
404 |
shrinkStep(top, middle, bottom, ear, blossom, tree, Q);
|
jacint@537
|
405 |
|
jacint@537
|
406 |
Node base=middle;
|
jacint@537
|
407 |
top=x;
|
jacint@537
|
408 |
middle=blossom.find(top);
|
jacint@537
|
409 |
bottom=y;
|
jacint@537
|
410 |
Node blossom_base=blossom.find(base);
|
jacint@537
|
411 |
while ( middle!=blossom_base )
|
jacint@537
|
412 |
shrinkStep(top, middle, bottom, ear, blossom, tree, Q);
|
jacint@537
|
413 |
|
jacint@537
|
414 |
blossom.makeRep(base);
|
jacint@537
|
415 |
}
|
jacint@537
|
416 |
break;
|
jacint@537
|
417 |
case C:
|
jacint@537
|
418 |
if ( mate[y]!=INVALID ) { //grow
|
jacint@537
|
419 |
ear.set(y,x);
|
jacint@537
|
420 |
Node w=mate[y];
|
jacint@537
|
421 |
blossom.insert(w);
|
jacint@537
|
422 |
position.set(y,A);
|
jacint@537
|
423 |
position.set(w,D);
|
jacint@537
|
424 |
tree.insert(y);
|
jacint@537
|
425 |
tree.insert(w);
|
jacint@537
|
426 |
tree.join(y,blossom.find(x));
|
jacint@537
|
427 |
tree.join(w,y);
|
jacint@537
|
428 |
Q.push(w);
|
jacint@537
|
429 |
} else { //augment
|
jacint@537
|
430 |
augment(x, ear, blossom, tree);
|
jacint@537
|
431 |
mate.set(x,y);
|
jacint@537
|
432 |
mate.set(y,x);
|
jacint@537
|
433 |
return;
|
jacint@537
|
434 |
} //if
|
jacint@537
|
435 |
break;
|
jacint@537
|
436 |
default: break;
|
jacint@537
|
437 |
}
|
jacint@537
|
438 |
}
|
jacint@537
|
439 |
}
|
jacint@537
|
440 |
}
|
jacint@537
|
441 |
|
jacint@537
|
442 |
template <typename Graph>
|
jacint@537
|
443 |
void MaxMatching<Graph>::greedyMatching() {
|
jacint@537
|
444 |
NodeIt v;
|
jacint@537
|
445 |
for( G.first(v); G.valid(v); G.next(v) )
|
jacint@537
|
446 |
if ( mate[v]==INVALID ) {
|
jacint@537
|
447 |
OutEdgeIt e;
|
jacint@537
|
448 |
for( G.first(e,v); G.valid(e); G.next(e) ) {
|
jacint@537
|
449 |
Node y=G.bNode(e);
|
jacint@537
|
450 |
if ( mate[y]==INVALID && y!=v ) {
|
jacint@537
|
451 |
mate.set(v,y);
|
jacint@537
|
452 |
mate.set(y,v);
|
jacint@537
|
453 |
break;
|
jacint@537
|
454 |
}
|
jacint@537
|
455 |
}
|
jacint@537
|
456 |
}
|
jacint@537
|
457 |
}
|
jacint@537
|
458 |
|
jacint@537
|
459 |
template <typename Graph>
|
jacint@582
|
460 |
int MaxMatching<Graph>::size() const {
|
jacint@537
|
461 |
int s=0;
|
jacint@537
|
462 |
NodeIt v;
|
jacint@537
|
463 |
for(G.first(v); G.valid(v); G.next(v) ) {
|
jacint@537
|
464 |
if ( G.valid(mate[v]) ) {
|
jacint@537
|
465 |
++s;
|
jacint@537
|
466 |
}
|
jacint@537
|
467 |
}
|
jacint@537
|
468 |
return (int)s/2;
|
jacint@537
|
469 |
}
|
jacint@537
|
470 |
|
jacint@537
|
471 |
template <typename Graph>
|
jacint@537
|
472 |
void MaxMatching<Graph>::resetPos() {
|
jacint@537
|
473 |
NodeIt v;
|
jacint@537
|
474 |
for( G.first(v); G.valid(v); G.next(v))
|
jacint@537
|
475 |
position.set(v,C);
|
jacint@537
|
476 |
}
|
jacint@537
|
477 |
|
jacint@537
|
478 |
template <typename Graph>
|
jacint@537
|
479 |
void MaxMatching<Graph>::resetMatching() {
|
jacint@537
|
480 |
NodeIt v;
|
jacint@537
|
481 |
for( G.first(v); G.valid(v); G.next(v))
|
jacint@537
|
482 |
mate.set(v,INVALID);
|
jacint@537
|
483 |
}
|
jacint@537
|
484 |
|
jacint@537
|
485 |
template <typename Graph>
|
jacint@537
|
486 |
bool MaxMatching<Graph>::noShrinkStep(Node x, typename Graph::NodeMap<Node>& ear,
|
jacint@537
|
487 |
UFE& blossom, UFE& tree, std::queue<Node>& Q) {
|
jacint@537
|
488 |
OutEdgeIt e;
|
jacint@537
|
489 |
for( G.first(e,x); G.valid(e); G.next(e) ) {
|
jacint@537
|
490 |
Node y=G.bNode(e);
|
jacint@537
|
491 |
|
jacint@537
|
492 |
if ( position[y]==C ) {
|
jacint@537
|
493 |
if ( mate[y]!=INVALID ) { //grow
|
jacint@537
|
494 |
ear.set(y,x);
|
jacint@537
|
495 |
Node w=mate[y];
|
jacint@537
|
496 |
blossom.insert(w);
|
jacint@537
|
497 |
position.set(y,A);
|
jacint@537
|
498 |
position.set(w,D);
|
jacint@537
|
499 |
tree.insert(y);
|
jacint@537
|
500 |
tree.insert(w);
|
jacint@537
|
501 |
tree.join(y,blossom.find(x));
|
jacint@537
|
502 |
tree.join(w,y);
|
jacint@537
|
503 |
Q.push(w);
|
jacint@537
|
504 |
} else { //augment
|
jacint@537
|
505 |
augment(x, ear, blossom, tree);
|
jacint@537
|
506 |
mate.set(x,y);
|
jacint@537
|
507 |
mate.set(y,x);
|
jacint@537
|
508 |
return true;
|
jacint@537
|
509 |
}
|
jacint@537
|
510 |
}
|
jacint@537
|
511 |
}
|
jacint@537
|
512 |
return false;
|
jacint@537
|
513 |
}
|
jacint@537
|
514 |
|
jacint@537
|
515 |
template <typename Graph>
|
jacint@537
|
516 |
void MaxMatching<Graph>::shrinkStep(Node& top, Node& middle, Node& bottom, typename Graph::NodeMap<Node>& ear,
|
jacint@537
|
517 |
UFE& blossom, UFE& tree, std::queue<Node>& Q) {
|
jacint@537
|
518 |
ear.set(top,bottom);
|
jacint@537
|
519 |
Node t=top;
|
jacint@537
|
520 |
while ( t!=middle ) {
|
jacint@537
|
521 |
Node u=mate[t];
|
jacint@537
|
522 |
t=ear[u];
|
jacint@537
|
523 |
ear.set(t,u);
|
jacint@537
|
524 |
}
|
jacint@537
|
525 |
bottom=mate[middle];
|
jacint@537
|
526 |
position.set(bottom,D);
|
jacint@537
|
527 |
Q.push(bottom);
|
jacint@537
|
528 |
top=ear[bottom];
|
jacint@537
|
529 |
Node oldmiddle=middle;
|
jacint@537
|
530 |
middle=blossom.find(top);
|
jacint@537
|
531 |
tree.erase(bottom);
|
jacint@537
|
532 |
tree.erase(oldmiddle);
|
jacint@537
|
533 |
blossom.insert(bottom);
|
jacint@537
|
534 |
blossom.join(bottom, oldmiddle);
|
jacint@537
|
535 |
blossom.join(top, oldmiddle);
|
jacint@537
|
536 |
}
|
jacint@537
|
537 |
|
jacint@537
|
538 |
template <typename Graph>
|
jacint@537
|
539 |
void MaxMatching<Graph>::augment(Node x, typename Graph::NodeMap<Node>& ear,
|
jacint@537
|
540 |
UFE& blossom, UFE& tree) {
|
jacint@537
|
541 |
Node v=mate[x];
|
jacint@537
|
542 |
while ( G.valid(v) ) {
|
jacint@537
|
543 |
|
jacint@537
|
544 |
Node u=ear[v];
|
jacint@537
|
545 |
mate.set(v,u);
|
jacint@537
|
546 |
Node tmp=v;
|
jacint@537
|
547 |
v=mate[u];
|
jacint@537
|
548 |
mate.set(u,tmp);
|
jacint@537
|
549 |
}
|
jacint@537
|
550 |
typename UFE::ItemIt it;
|
jacint@537
|
551 |
for (tree.first(it,blossom.find(x)); tree.valid(it); tree.next(it)) {
|
jacint@537
|
552 |
if ( position[it] == D ) {
|
jacint@537
|
553 |
typename UFE::ItemIt b_it;
|
jacint@537
|
554 |
for (blossom.first(b_it,it); blossom.valid(b_it); blossom.next(b_it)) {
|
jacint@537
|
555 |
position.set( b_it ,C);
|
jacint@537
|
556 |
}
|
jacint@537
|
557 |
blossom.eraseClass(it);
|
jacint@537
|
558 |
} else position.set( it ,C);
|
jacint@537
|
559 |
}
|
jacint@537
|
560 |
tree.eraseClass(x);
|
jacint@537
|
561 |
}
|
jacint@537
|
562 |
|
jacint@537
|
563 |
|
jacint@537
|
564 |
|
jacint@537
|
565 |
/// @}
|
jacint@537
|
566 |
|
alpar@921
|
567 |
} //END OF NAMESPACE LEMON
|
jacint@537
|
568 |
|
jacint@537
|
569 |
#endif //EDMONDS_H
|