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/* -*- C++ -*-
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* src/lemon/graph_wrapper.h - Part of LEMON, a generic C++ optimization library
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alpar@906
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*
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* Copyright (C) 2004 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
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* (Egervary Combinatorial Optimization Research Group, EGRES).
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*
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* Permission to use, modify and distribute this software is granted
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* provided that this copyright notice appears in all copies. For
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* precise terms see the accompanying LICENSE file.
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*
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* This software is provided "AS IS" with no warranty of any kind,
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* express or implied, and with no claim as to its suitability for any
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* purpose.
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*
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*/
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#ifndef LEMON_GRAPH_WRAPPER_H
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#define LEMON_GRAPH_WRAPPER_H
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///\ingroup gwrappers
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///\file
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///\brief Several graph wrappers.
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///
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///This file contains several useful graph wrapper functions.
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///
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///\author Marton Makai
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#include <lemon/invalid.h>
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#include <lemon/maps.h>
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#include <lemon/iterable_graph_extender.h>
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#include <iostream>
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namespace lemon {
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// Graph wrappers
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/*! \addtogroup gwrappers
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marci@1004
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The main parts of LEMON are the different graph structures,
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generic graph algorithms, graph concepts which couple these, and
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graph wrappers. While the previous ones are more or less clear, the
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latter notion needs further explanation.
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Graph wrappers are graph classes which serve for considering graph
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structures in different ways. A short example makes the notion much
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clearer.
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Suppose that we have an instance \c g of a directed graph
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type say \c ListGraph and an algorithm
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\code template<typename Graph> int algorithm(const Graph&); \endcode
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is needed to run on the reversely oriented graph.
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It may be expensive (in time or in memory usage) to copy
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\c g with the reverse orientation.
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Thus, a wrapper class
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\code template<typename Graph> class RevGraphWrapper; \endcode is used.
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The code looks as follows
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\code
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ListGraph g;
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RevGraphWrapper<ListGraph> rgw(g);
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int result=algorithm(rgw);
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\endcode
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After running the algorithm, the original graph \c g
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remains untouched. Thus the graph wrapper used above is to consider the
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original graph with reverse orientation.
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This techniques gives rise to an elegant code, and
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based on stable graph wrappers, complex algorithms can be
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implemented easily.
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In flow, circulation and bipartite matching problems, the residual
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graph is of particular importance. Combining a wrapper implementing
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this, shortest path algorithms and minimum mean cycle algorithms,
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a range of weighted and cardinality optimization algorithms can be
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obtained. For lack of space, for other examples,
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the interested user is referred to the detailed documentation of graph
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wrappers.
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The behavior of graph wrappers can be very different. Some of them keep
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capabilities of the original graph while in other cases this would be
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meaningless. This means that the concepts that they are a model of depend
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on the graph wrapper, and the wrapped graph(s).
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If an edge of \c rgw is deleted, this is carried out by
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deleting the corresponding edge of \c g. But for a residual
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graph, this operation has no sense.
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Let we stand one more example here to simplify your work.
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wrapper class
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\code template<typename Graph> class RevGraphWrapper; \endcode
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has constructor
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<tt> RevGraphWrapper(Graph& _g)</tt>.
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This means that in a situation,
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when a <tt> const ListGraph& </tt> reference to a graph is given,
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then it have to be instantiated with <tt>Graph=const ListGraph</tt>.
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\code
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int algorithm1(const ListGraph& g) {
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RevGraphWrapper<const ListGraph> rgw(g);
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return algorithm2(rgw);
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}
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\endcode
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\addtogroup gwrappers
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@{
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Base type for the Graph Wrappers
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\warning Graph wrappers are in even more experimental state than the other
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parts of the lib. Use them at you own risk.
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This is the base type for most of LEMON graph wrappers.
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This class implements a trivial graph wrapper i.e. it only wraps the
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functions and types of the graph. The purpose of this class is to
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make easier implementing graph wrappers. E.g. if a wrapper is
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considered which differs from the wrapped graph only in some of its
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functions or types, then it can be derived from GraphWrapper, and only the
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differences should be implemented.
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\author Marton Makai
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*/
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template<typename _Graph>
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class GraphWrapperBase {
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public:
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typedef _Graph Graph;
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/// \todo Is it needed?
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typedef Graph BaseGraph;
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typedef Graph ParentGraph;
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protected:
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Graph* graph;
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GraphWrapperBase() : graph(0) { }
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void setGraph(Graph& _graph) { graph=&_graph; }
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public:
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GraphWrapperBase(Graph& _graph) : graph(&_graph) { }
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typedef typename Graph::Node Node;
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typedef typename Graph::Edge Edge;
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void first(Node& i) const { graph->first(i); }
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void first(Edge& i) const { graph->first(i); }
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void firstIn(Edge& i, const Node& n) const { graph->firstIn(i, n); }
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void firstOut(Edge& i, const Node& n ) const { graph->firstOut(i, n); }
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void next(Node& i) const { graph->next(i); }
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void next(Edge& i) const { graph->next(i); }
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void nextIn(Edge& i) const { graph->nextIn(i); }
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void nextOut(Edge& i) const { graph->nextOut(i); }
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Node source(const Edge& e) const { return graph->source(e); }
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Node target(const Edge& e) const { return graph->target(e); }
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int nodeNum() const { return graph->nodeNum(); }
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int edgeNum() const { return graph->edgeNum(); }
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Node addNode() const { return Node(graph->addNode()); }
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Edge addEdge(const Node& source, const Node& target) const {
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return Edge(graph->addEdge(source, target)); }
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void erase(const Node& i) const { graph->erase(i); }
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void erase(const Edge& i) const { graph->erase(i); }
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void clear() const { graph->clear(); }
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bool forward(const Edge& e) const { return graph->forward(e); }
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bool backward(const Edge& e) const { return graph->backward(e); }
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int id(const Node& v) const { return graph->id(v); }
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int id(const Edge& e) const { return graph->id(e); }
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Edge opposite(const Edge& e) const { return Edge(graph->opposite(e)); }
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template <typename _Value>
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class NodeMap : public _Graph::template NodeMap<_Value> {
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public:
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typedef typename _Graph::template NodeMap<_Value> Parent;
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NodeMap(const GraphWrapperBase<_Graph>& gw) : Parent(*gw.graph) { }
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NodeMap(const GraphWrapperBase<_Graph>& gw, const _Value& value)
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: Parent(*gw.graph, value) { }
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};
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template <typename _Value>
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class EdgeMap : public _Graph::template EdgeMap<_Value> {
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public:
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typedef typename _Graph::template EdgeMap<_Value> Parent;
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EdgeMap(const GraphWrapperBase<_Graph>& gw) : Parent(*gw.graph) { }
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EdgeMap(const GraphWrapperBase<_Graph>& gw, const _Value& value)
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: Parent(*gw.graph, value) { }
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};
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};
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marci@970
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template <typename _Graph>
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class GraphWrapper :
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marci@970
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public IterableGraphExtender<GraphWrapperBase<_Graph> > {
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marci@970
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public:
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typedef _Graph Graph;
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typedef IterableGraphExtender<GraphWrapperBase<_Graph> > Parent;
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protected:
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GraphWrapper() : Parent() { }
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public:
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GraphWrapper(Graph& _graph) { setGraph(_graph); }
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};
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marci@569
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marci@997
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template <typename _Graph>
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marci@997
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class RevGraphWrapperBase : public GraphWrapperBase<_Graph> {
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marci@997
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public:
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typedef _Graph Graph;
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typedef GraphWrapperBase<_Graph> Parent;
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protected:
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RevGraphWrapperBase() : Parent() { }
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public:
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typedef typename Parent::Node Node;
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typedef typename Parent::Edge Edge;
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using Parent::first;
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void firstIn(Edge& i, const Node& n) const { Parent::firstOut(i, n); }
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void firstOut(Edge& i, const Node& n ) const { Parent::firstIn(i, n); }
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marci@997
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using Parent::next;
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void nextIn(Edge& i) const { Parent::nextOut(i); }
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void nextOut(Edge& i) const { Parent::nextIn(i); }
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Node source(const Edge& e) const { return Parent::target(e); }
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Node target(const Edge& e) const { return Parent::source(e); }
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};
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/// A graph wrapper which reverses the orientation of the edges.
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alpar@879
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///\warning Graph wrappers are in even more experimental state than the other
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alpar@879
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///parts of the lib. Use them at you own risk.
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alpar@879
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///
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marci@923
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/// Let \f$G=(V, A)\f$ be a directed graph and
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marci@923
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/// suppose that a graph instange \c g of type
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marci@923
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/// \c ListGraph implements \f$G\f$.
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/// \code
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marci@923
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/// ListGraph g;
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/// \endcode
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marci@923
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/// For each directed edge
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marci@923
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/// \f$e\in A\f$, let \f$\bar e\f$ denote the edge obtained by
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marci@923
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/// reversing its orientation.
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marci@923
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/// Then RevGraphWrapper implements the graph structure with node-set
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marci@923
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/// \f$V\f$ and edge-set
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marci@923
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/// \f$\{\bar e : e\in A \}\f$, i.e. the graph obtained from \f$G\f$ be
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marci@923
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/// reversing the orientation of its edges. The following code shows how
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marci@923
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/// such an instance can be constructed.
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marci@923
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/// \code
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marci@923
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/// RevGraphWrapper<ListGraph> gw(g);
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marci@923
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/// \endcode
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marci@556
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///\author Marton Makai
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marci@997
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template<typename _Graph>
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marci@997
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class RevGraphWrapper :
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marci@997
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public IterableGraphExtender<RevGraphWrapperBase<_Graph> > {
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marci@650
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public:
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marci@997
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typedef _Graph Graph;
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marci@997
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typedef IterableGraphExtender<
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marci@997
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RevGraphWrapperBase<_Graph> > Parent;
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marci@556
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protected:
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marci@997
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RevGraphWrapper() { }
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marci@556
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public:
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marci@997
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RevGraphWrapper(_Graph& _graph) { setGraph(_graph); }
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};
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marci@556
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marci@992
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marci@992
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template <typename _Graph, typename NodeFilterMap, typename EdgeFilterMap>
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class SubGraphWrapperBase : public GraphWrapperBase<_Graph> {
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public:
|
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typedef _Graph Graph;
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marci@992
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typedef GraphWrapperBase<_Graph> Parent;
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marci@992
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protected:
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marci@992
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NodeFilterMap* node_filter_map;
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marci@992
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EdgeFilterMap* edge_filter_map;
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marci@992
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SubGraphWrapperBase() : Parent(),
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marci@992
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node_filter_map(0), edge_filter_map(0) { }
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marci@775
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marci@992
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void setNodeFilterMap(NodeFilterMap& _node_filter_map) {
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marci@992
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node_filter_map=&_node_filter_map;
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marci@992
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}
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marci@992
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void setEdgeFilterMap(EdgeFilterMap& _edge_filter_map) {
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marci@992
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edge_filter_map=&_edge_filter_map;
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marci@992
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}
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marci@992
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marci@992
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public:
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marci@992
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// SubGraphWrapperBase(Graph& _graph,
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marci@992
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// NodeFilterMap& _node_filter_map,
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marci@992
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// EdgeFilterMap& _edge_filter_map) :
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marci@992
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// Parent(&_graph),
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marci@992
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// node_filter_map(&node_filter_map),
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marci@992
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// edge_filter_map(&edge_filter_map) { }
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marci@992
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marci@992
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typedef typename Parent::Node Node;
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marci@992
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typedef typename Parent::Edge Edge;
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marci@992
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marci@992
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void first(Node& i) const {
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marci@992
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Parent::first(i);
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marci@992
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289 |
while (i!=INVALID && !(*node_filter_map)[i]) Parent::next(i);
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marci@992
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}
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marci@992
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291 |
void first(Edge& i) const {
|
marci@992
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292 |
Parent::first(i);
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marci@992
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293 |
while (i!=INVALID && !(*edge_filter_map)[i]) Parent::next(i);
|
marci@992
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294 |
}
|
marci@992
|
295 |
void firstIn(Edge& i, const Node& n) const {
|
marci@992
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296 |
Parent::firstIn(i, n);
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marci@992
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297 |
while (i!=INVALID && !(*edge_filter_map)[i]) Parent::nextIn(i);
|
marci@992
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298 |
}
|
marci@992
|
299 |
void firstOut(Edge& i, const Node& n) const {
|
marci@992
|
300 |
Parent::firstOut(i, n);
|
marci@992
|
301 |
while (i!=INVALID && !(*edge_filter_map)[i]) Parent::nextOut(i);
|
marci@992
|
302 |
}
|
marci@992
|
303 |
|
marci@992
|
304 |
void next(Node& i) const {
|
marci@992
|
305 |
Parent::next(i);
|
marci@992
|
306 |
while (i!=INVALID && !(*node_filter_map)[i]) Parent::next(i);
|
marci@992
|
307 |
}
|
marci@992
|
308 |
void next(Edge& i) const {
|
marci@992
|
309 |
Parent::next(i);
|
marci@992
|
310 |
while (i!=INVALID && !(*edge_filter_map)[i]) Parent::next(i);
|
marci@992
|
311 |
}
|
marci@992
|
312 |
void nextIn(Edge& i) const {
|
marci@992
|
313 |
Parent::nextIn(i);
|
marci@992
|
314 |
while (i!=INVALID && !(*edge_filter_map)[i]) Parent::nextIn(i);
|
marci@992
|
315 |
}
|
marci@992
|
316 |
void nextOut(Edge& i) const {
|
marci@992
|
317 |
Parent::nextOut(i);
|
marci@992
|
318 |
while (i!=INVALID && !(*edge_filter_map)[i]) Parent::nextOut(i);
|
marci@992
|
319 |
}
|
marci@992
|
320 |
|
marci@992
|
321 |
/// This function hides \c n in the graph, i.e. the iteration
|
marci@992
|
322 |
/// jumps over it. This is done by simply setting the value of \c n
|
marci@992
|
323 |
/// to be false in the corresponding node-map.
|
marci@992
|
324 |
void hide(const Node& n) const { node_filter_map->set(n, false); }
|
marci@992
|
325 |
|
marci@992
|
326 |
/// This function hides \c e in the graph, i.e. the iteration
|
marci@992
|
327 |
/// jumps over it. This is done by simply setting the value of \c e
|
marci@992
|
328 |
/// to be false in the corresponding edge-map.
|
marci@992
|
329 |
void hide(const Edge& e) const { edge_filter_map->set(e, false); }
|
marci@992
|
330 |
|
marci@992
|
331 |
/// The value of \c n is set to be true in the node-map which stores
|
marci@992
|
332 |
/// hide information. If \c n was hidden previuosly, then it is shown
|
marci@992
|
333 |
/// again
|
marci@992
|
334 |
void unHide(const Node& n) const { node_filter_map->set(n, true); }
|
marci@992
|
335 |
|
marci@992
|
336 |
/// The value of \c e is set to be true in the edge-map which stores
|
marci@992
|
337 |
/// hide information. If \c e was hidden previuosly, then it is shown
|
marci@992
|
338 |
/// again
|
marci@992
|
339 |
void unHide(const Edge& e) const { edge_filter_map->set(e, true); }
|
marci@992
|
340 |
|
marci@992
|
341 |
/// Returns true if \c n is hidden.
|
marci@992
|
342 |
bool hidden(const Node& n) const { return !(*node_filter_map)[n]; }
|
marci@992
|
343 |
|
marci@992
|
344 |
/// Returns true if \c n is hidden.
|
marci@992
|
345 |
bool hidden(const Edge& e) const { return !(*edge_filter_map)[e]; }
|
marci@992
|
346 |
|
marci@992
|
347 |
/// \warning This is a linear time operation and works only if s
|
marci@992
|
348 |
/// \c Graph::NodeIt is defined.
|
marci@992
|
349 |
/// \todo assign tags.
|
marci@992
|
350 |
int nodeNum() const {
|
marci@992
|
351 |
int i=0;
|
marci@992
|
352 |
Node n;
|
marci@992
|
353 |
for (first(n); n!=INVALID; next(n)) ++i;
|
marci@992
|
354 |
return i;
|
marci@992
|
355 |
}
|
marci@992
|
356 |
|
marci@992
|
357 |
/// \warning This is a linear time operation and works only if
|
marci@992
|
358 |
/// \c Graph::EdgeIt is defined.
|
marci@992
|
359 |
/// \todo assign tags.
|
marci@992
|
360 |
int edgeNum() const {
|
marci@992
|
361 |
int i=0;
|
marci@992
|
362 |
Edge e;
|
marci@992
|
363 |
for (first(e); e!=INVALID; next(e)) ++i;
|
marci@992
|
364 |
return i;
|
marci@992
|
365 |
}
|
marci@992
|
366 |
|
marci@992
|
367 |
|
marci@992
|
368 |
};
|
marci@775
|
369 |
|
marci@930
|
370 |
/*! \brief A graph wrapper for hiding nodes and edges from a graph.
|
marci@556
|
371 |
|
marci@930
|
372 |
\warning Graph wrappers are in even more experimental state than the other
|
marci@930
|
373 |
parts of the lib. Use them at you own risk.
|
marci@930
|
374 |
|
marci@930
|
375 |
This wrapper shows a graph with filtered node-set and
|
marci@930
|
376 |
edge-set.
|
marci@930
|
377 |
Given a bool-valued map on the node-set and one on
|
marci@930
|
378 |
the edge-set of the graph, the iterators show only the objects
|
marci@930
|
379 |
having true value. We have to note that this does not mean that an
|
marci@930
|
380 |
induced subgraph is obtained, the node-iterator cares only the filter
|
marci@930
|
381 |
on the node-set, and the edge-iterators care only the filter on the
|
marci@930
|
382 |
edge-set.
|
marci@930
|
383 |
\code
|
marci@930
|
384 |
typedef SmartGraph Graph;
|
marci@930
|
385 |
Graph g;
|
marci@930
|
386 |
typedef Graph::Node Node;
|
marci@930
|
387 |
typedef Graph::Edge Edge;
|
marci@930
|
388 |
Node u=g.addNode(); //node of id 0
|
marci@930
|
389 |
Node v=g.addNode(); //node of id 1
|
marci@930
|
390 |
Node e=g.addEdge(u, v); //edge of id 0
|
marci@930
|
391 |
Node f=g.addEdge(v, u); //edge of id 1
|
marci@930
|
392 |
Graph::NodeMap<bool> nm(g, true);
|
marci@930
|
393 |
nm.set(u, false);
|
marci@930
|
394 |
Graph::EdgeMap<bool> em(g, true);
|
marci@930
|
395 |
em.set(e, false);
|
marci@930
|
396 |
typedef SubGraphWrapper<Graph, Graph::NodeMap<bool>, Graph::EdgeMap<bool> > SubGW;
|
marci@930
|
397 |
SubGW gw(g, nm, em);
|
marci@930
|
398 |
for (SubGW::NodeIt n(gw); n!=INVALID; ++n) std::cout << g.id(n) << std::endl;
|
marci@930
|
399 |
std::cout << ":-)" << std::endl;
|
marci@930
|
400 |
for (SubGW::EdgeIt e(gw); e!=INVALID; ++e) std::cout << g.id(e) << std::endl;
|
marci@930
|
401 |
\endcode
|
marci@930
|
402 |
The output of the above code is the following.
|
marci@930
|
403 |
\code
|
marci@930
|
404 |
1
|
marci@930
|
405 |
:-)
|
marci@930
|
406 |
1
|
marci@930
|
407 |
\endcode
|
marci@930
|
408 |
Note that \c n is of type \c SubGW::NodeIt, but it can be converted to
|
marci@930
|
409 |
\c Graph::Node that is why \c g.id(n) can be applied.
|
marci@930
|
410 |
|
marci@933
|
411 |
For other examples see also the documentation of NodeSubGraphWrapper and
|
marci@933
|
412 |
EdgeSubGraphWrapper.
|
marci@930
|
413 |
|
marci@930
|
414 |
\author Marton Makai
|
marci@930
|
415 |
*/
|
marci@992
|
416 |
template<typename _Graph, typename NodeFilterMap,
|
marci@556
|
417 |
typename EdgeFilterMap>
|
marci@992
|
418 |
class SubGraphWrapper :
|
marci@992
|
419 |
public IterableGraphExtender<
|
marci@992
|
420 |
SubGraphWrapperBase<_Graph, NodeFilterMap, EdgeFilterMap> > {
|
marci@650
|
421 |
public:
|
marci@992
|
422 |
typedef _Graph Graph;
|
marci@992
|
423 |
typedef IterableGraphExtender<
|
marci@992
|
424 |
SubGraphWrapperBase<_Graph, NodeFilterMap, EdgeFilterMap> > Parent;
|
marci@556
|
425 |
protected:
|
marci@992
|
426 |
SubGraphWrapper() { }
|
marci@992
|
427 |
public:
|
marci@992
|
428 |
SubGraphWrapper(_Graph& _graph, NodeFilterMap& _node_filter_map,
|
marci@992
|
429 |
EdgeFilterMap& _edge_filter_map) {
|
marci@992
|
430 |
setGraph(_graph);
|
marci@992
|
431 |
setNodeFilterMap(_node_filter_map);
|
marci@992
|
432 |
setEdgeFilterMap(_edge_filter_map);
|
marci@992
|
433 |
}
|
marci@992
|
434 |
};
|
marci@556
|
435 |
|
marci@556
|
436 |
|
marci@569
|
437 |
|
marci@933
|
438 |
/*! \brief A wrapper for hiding nodes from a graph.
|
marci@933
|
439 |
|
marci@933
|
440 |
\warning Graph wrappers are in even more experimental state than the other
|
marci@933
|
441 |
parts of the lib. Use them at you own risk.
|
marci@933
|
442 |
|
marci@933
|
443 |
A wrapper for hiding nodes from a graph.
|
marci@933
|
444 |
This wrapper specializes SubGraphWrapper in the way that only the node-set
|
marci@933
|
445 |
can be filtered. Note that this does not mean of considering induced
|
marci@933
|
446 |
subgraph, the edge-iterators consider the original edge-set.
|
marci@933
|
447 |
\author Marton Makai
|
marci@933
|
448 |
*/
|
marci@933
|
449 |
template<typename Graph, typename NodeFilterMap>
|
marci@933
|
450 |
class NodeSubGraphWrapper :
|
marci@933
|
451 |
public SubGraphWrapper<Graph, NodeFilterMap,
|
marci@933
|
452 |
ConstMap<typename Graph::Edge,bool> > {
|
marci@933
|
453 |
public:
|
marci@933
|
454 |
typedef SubGraphWrapper<Graph, NodeFilterMap,
|
marci@933
|
455 |
ConstMap<typename Graph::Edge,bool> > Parent;
|
marci@933
|
456 |
protected:
|
marci@933
|
457 |
ConstMap<typename Graph::Edge, bool> const_true_map;
|
marci@933
|
458 |
public:
|
marci@933
|
459 |
NodeSubGraphWrapper(Graph& _graph, NodeFilterMap& _node_filter_map) :
|
marci@933
|
460 |
Parent(), const_true_map(true) {
|
marci@933
|
461 |
Parent::setGraph(_graph);
|
marci@933
|
462 |
Parent::setNodeFilterMap(_node_filter_map);
|
marci@933
|
463 |
Parent::setEdgeFilterMap(const_true_map);
|
marci@933
|
464 |
}
|
marci@933
|
465 |
};
|
marci@933
|
466 |
|
marci@933
|
467 |
|
marci@932
|
468 |
/*! \brief A wrapper for hiding edges from a graph.
|
marci@932
|
469 |
|
marci@932
|
470 |
\warning Graph wrappers are in even more experimental state than the other
|
marci@932
|
471 |
parts of the lib. Use them at you own risk.
|
marci@932
|
472 |
|
marci@932
|
473 |
A wrapper for hiding edges from a graph.
|
marci@932
|
474 |
This wrapper specializes SubGraphWrapper in the way that only the edge-set
|
marci@933
|
475 |
can be filtered. The usefulness of this wrapper is demonstrated in the
|
marci@933
|
476 |
problem of searching a maximum number of edge-disjoint shortest paths
|
marci@933
|
477 |
between
|
marci@933
|
478 |
two nodes \c s and \c t. Shortest here means being shortest w.r.t.
|
marci@933
|
479 |
non-negative edge-lengths. Note that
|
marci@933
|
480 |
the comprehension of the presented solution
|
marci@933
|
481 |
need's some knowledge from elementary combinatorial optimization.
|
marci@933
|
482 |
|
marci@933
|
483 |
If a single shortest path is to be
|
marci@933
|
484 |
searched between two nodes \c s and \c t, then this can be done easily by
|
marci@933
|
485 |
applying the Dijkstra algorithm class. What happens, if a maximum number of
|
marci@933
|
486 |
edge-disjoint shortest paths is to be computed. It can be proved that an
|
marci@933
|
487 |
edge can be in a shortest path if and only if it is tight with respect to
|
marci@933
|
488 |
the potential function computed by Dijkstra. Moreover, any path containing
|
marci@933
|
489 |
only such edges is a shortest one. Thus we have to compute a maximum number
|
marci@933
|
490 |
of edge-disjoint paths between \c s and \c t in the graph which has edge-set
|
marci@933
|
491 |
all the tight edges. The computation will be demonstrated on the following
|
marci@933
|
492 |
graph, which is read from a dimacs file.
|
marci@933
|
493 |
|
marci@933
|
494 |
\dot
|
marci@933
|
495 |
digraph lemon_dot_example {
|
marci@933
|
496 |
node [ shape=ellipse, fontname=Helvetica, fontsize=10 ];
|
marci@933
|
497 |
n0 [ label="0 (s)" ];
|
marci@933
|
498 |
n1 [ label="1" ];
|
marci@933
|
499 |
n2 [ label="2" ];
|
marci@933
|
500 |
n3 [ label="3" ];
|
marci@933
|
501 |
n4 [ label="4" ];
|
marci@933
|
502 |
n5 [ label="5" ];
|
marci@933
|
503 |
n6 [ label="6 (t)" ];
|
marci@933
|
504 |
edge [ shape=ellipse, fontname=Helvetica, fontsize=10 ];
|
marci@933
|
505 |
n5 -> n6 [ label="9, length:4" ];
|
marci@933
|
506 |
n4 -> n6 [ label="8, length:2" ];
|
marci@933
|
507 |
n3 -> n5 [ label="7, length:1" ];
|
marci@933
|
508 |
n2 -> n5 [ label="6, length:3" ];
|
marci@933
|
509 |
n2 -> n6 [ label="5, length:5" ];
|
marci@933
|
510 |
n2 -> n4 [ label="4, length:2" ];
|
marci@933
|
511 |
n1 -> n4 [ label="3, length:3" ];
|
marci@933
|
512 |
n0 -> n3 [ label="2, length:1" ];
|
marci@933
|
513 |
n0 -> n2 [ label="1, length:2" ];
|
marci@933
|
514 |
n0 -> n1 [ label="0, length:3" ];
|
marci@933
|
515 |
}
|
marci@933
|
516 |
\enddot
|
marci@933
|
517 |
|
marci@933
|
518 |
\code
|
marci@933
|
519 |
Graph g;
|
marci@933
|
520 |
Node s, t;
|
marci@933
|
521 |
LengthMap length(g);
|
marci@933
|
522 |
|
marci@933
|
523 |
readDimacs(std::cin, g, length, s, t);
|
marci@933
|
524 |
|
alpar@986
|
525 |
cout << "edges with lengths (of form id, source--length->target): " << endl;
|
marci@933
|
526 |
for(EdgeIt e(g); e!=INVALID; ++e)
|
alpar@986
|
527 |
cout << g.id(e) << ", " << g.id(g.source(e)) << "--"
|
alpar@986
|
528 |
<< length[e] << "->" << g.id(g.target(e)) << endl;
|
marci@933
|
529 |
|
marci@933
|
530 |
cout << "s: " << g.id(s) << " t: " << g.id(t) << endl;
|
marci@933
|
531 |
\endcode
|
marci@933
|
532 |
Next, the potential function is computed with Dijkstra.
|
marci@933
|
533 |
\code
|
marci@933
|
534 |
typedef Dijkstra<Graph, LengthMap> Dijkstra;
|
marci@933
|
535 |
Dijkstra dijkstra(g, length);
|
marci@933
|
536 |
dijkstra.run(s);
|
marci@933
|
537 |
\endcode
|
marci@933
|
538 |
Next, we consrtruct a map which filters the edge-set to the tight edges.
|
marci@933
|
539 |
\code
|
marci@933
|
540 |
typedef TightEdgeFilterMap<Graph, const Dijkstra::DistMap, LengthMap>
|
marci@933
|
541 |
TightEdgeFilter;
|
marci@933
|
542 |
TightEdgeFilter tight_edge_filter(g, dijkstra.distMap(), length);
|
marci@933
|
543 |
|
marci@933
|
544 |
typedef EdgeSubGraphWrapper<Graph, TightEdgeFilter> SubGW;
|
marci@933
|
545 |
SubGW gw(g, tight_edge_filter);
|
marci@933
|
546 |
\endcode
|
marci@933
|
547 |
Then, the maximum nimber of edge-disjoint \c s-\c t paths are computed
|
marci@933
|
548 |
with a max flow algorithm Preflow.
|
marci@933
|
549 |
\code
|
marci@933
|
550 |
ConstMap<Edge, int> const_1_map(1);
|
marci@933
|
551 |
Graph::EdgeMap<int> flow(g, 0);
|
marci@933
|
552 |
|
marci@933
|
553 |
Preflow<SubGW, int, ConstMap<Edge, int>, Graph::EdgeMap<int> >
|
marci@933
|
554 |
preflow(gw, s, t, const_1_map, flow);
|
marci@933
|
555 |
preflow.run();
|
marci@933
|
556 |
\endcode
|
marci@933
|
557 |
Last, the output is:
|
marci@933
|
558 |
\code
|
marci@933
|
559 |
cout << "maximum number of edge-disjoint shortest path: "
|
marci@933
|
560 |
<< preflow.flowValue() << endl;
|
marci@933
|
561 |
cout << "edges of the maximum number of edge-disjoint shortest s-t paths: "
|
marci@933
|
562 |
<< endl;
|
marci@933
|
563 |
for(EdgeIt e(g); e!=INVALID; ++e)
|
marci@933
|
564 |
if (flow[e])
|
alpar@986
|
565 |
cout << " " << g.id(g.source(e)) << "--"
|
alpar@986
|
566 |
<< length[e] << "->" << g.id(g.target(e)) << endl;
|
marci@933
|
567 |
\endcode
|
marci@933
|
568 |
The program has the following (expected :-)) output:
|
marci@933
|
569 |
\code
|
alpar@986
|
570 |
edges with lengths (of form id, source--length->target):
|
marci@933
|
571 |
9, 5--4->6
|
marci@933
|
572 |
8, 4--2->6
|
marci@933
|
573 |
7, 3--1->5
|
marci@933
|
574 |
6, 2--3->5
|
marci@933
|
575 |
5, 2--5->6
|
marci@933
|
576 |
4, 2--2->4
|
marci@933
|
577 |
3, 1--3->4
|
marci@933
|
578 |
2, 0--1->3
|
marci@933
|
579 |
1, 0--2->2
|
marci@933
|
580 |
0, 0--3->1
|
marci@933
|
581 |
s: 0 t: 6
|
marci@933
|
582 |
maximum number of edge-disjoint shortest path: 2
|
marci@933
|
583 |
edges of the maximum number of edge-disjoint shortest s-t paths:
|
marci@933
|
584 |
9, 5--4->6
|
marci@933
|
585 |
8, 4--2->6
|
marci@933
|
586 |
7, 3--1->5
|
marci@933
|
587 |
4, 2--2->4
|
marci@933
|
588 |
2, 0--1->3
|
marci@933
|
589 |
1, 0--2->2
|
marci@933
|
590 |
\endcode
|
marci@933
|
591 |
|
marci@932
|
592 |
\author Marton Makai
|
marci@932
|
593 |
*/
|
marci@932
|
594 |
template<typename Graph, typename EdgeFilterMap>
|
marci@932
|
595 |
class EdgeSubGraphWrapper :
|
marci@932
|
596 |
public SubGraphWrapper<Graph, ConstMap<typename Graph::Node,bool>,
|
marci@932
|
597 |
EdgeFilterMap> {
|
marci@932
|
598 |
public:
|
marci@932
|
599 |
typedef SubGraphWrapper<Graph, ConstMap<typename Graph::Node,bool>,
|
marci@932
|
600 |
EdgeFilterMap> Parent;
|
marci@932
|
601 |
protected:
|
marci@932
|
602 |
ConstMap<typename Graph::Node, bool> const_true_map;
|
marci@932
|
603 |
public:
|
marci@932
|
604 |
EdgeSubGraphWrapper(Graph& _graph, EdgeFilterMap& _edge_filter_map) :
|
marci@932
|
605 |
Parent(), const_true_map(true) {
|
marci@932
|
606 |
Parent::setGraph(_graph);
|
marci@932
|
607 |
Parent::setNodeFilterMap(const_true_map);
|
marci@932
|
608 |
Parent::setEdgeFilterMap(_edge_filter_map);
|
marci@932
|
609 |
}
|
marci@932
|
610 |
};
|
marci@932
|
611 |
|
marci@569
|
612 |
|
marci@556
|
613 |
template<typename Graph>
|
marci@556
|
614 |
class UndirGraphWrapper : public GraphWrapper<Graph> {
|
marci@650
|
615 |
public:
|
marci@650
|
616 |
typedef GraphWrapper<Graph> Parent;
|
marci@556
|
617 |
protected:
|
marci@556
|
618 |
UndirGraphWrapper() : GraphWrapper<Graph>() { }
|
marci@556
|
619 |
|
marci@556
|
620 |
public:
|
marci@556
|
621 |
typedef typename GraphWrapper<Graph>::Node Node;
|
marci@556
|
622 |
typedef typename GraphWrapper<Graph>::NodeIt NodeIt;
|
marci@556
|
623 |
typedef typename GraphWrapper<Graph>::Edge Edge;
|
marci@556
|
624 |
typedef typename GraphWrapper<Graph>::EdgeIt EdgeIt;
|
marci@556
|
625 |
|
marci@556
|
626 |
UndirGraphWrapper(Graph& _graph) : GraphWrapper<Graph>(_graph) { }
|
marci@556
|
627 |
|
marci@556
|
628 |
class OutEdgeIt {
|
marci@556
|
629 |
friend class UndirGraphWrapper<Graph>;
|
marci@556
|
630 |
bool out_or_in; //true iff out
|
marci@556
|
631 |
typename Graph::OutEdgeIt out;
|
marci@556
|
632 |
typename Graph::InEdgeIt in;
|
marci@556
|
633 |
public:
|
marci@556
|
634 |
OutEdgeIt() { }
|
marci@556
|
635 |
OutEdgeIt(const Invalid& i) : Edge(i) { }
|
marci@556
|
636 |
OutEdgeIt(const UndirGraphWrapper<Graph>& _G, const Node& _n) {
|
marci@556
|
637 |
out_or_in=true; _G.graph->first(out, _n);
|
marci@556
|
638 |
if (!(_G.graph->valid(out))) { out_or_in=false; _G.graph->first(in, _n); }
|
marci@556
|
639 |
}
|
marci@556
|
640 |
operator Edge() const {
|
marci@556
|
641 |
if (out_or_in) return Edge(out); else return Edge(in);
|
marci@556
|
642 |
}
|
marci@556
|
643 |
};
|
marci@556
|
644 |
|
marci@556
|
645 |
typedef OutEdgeIt InEdgeIt;
|
marci@556
|
646 |
|
marci@556
|
647 |
using GraphWrapper<Graph>::first;
|
marci@556
|
648 |
OutEdgeIt& first(OutEdgeIt& i, const Node& p) const {
|
marci@556
|
649 |
i=OutEdgeIt(*this, p); return i;
|
marci@556
|
650 |
}
|
marci@556
|
651 |
|
marci@556
|
652 |
using GraphWrapper<Graph>::next;
|
alpar@878
|
653 |
|
marci@556
|
654 |
OutEdgeIt& next(OutEdgeIt& e) const {
|
marci@556
|
655 |
if (e.out_or_in) {
|
alpar@986
|
656 |
typename Graph::Node n=this->graph->source(e.out);
|
marci@556
|
657 |
this->graph->next(e.out);
|
marci@556
|
658 |
if (!this->graph->valid(e.out)) {
|
marci@556
|
659 |
e.out_or_in=false; this->graph->first(e.in, n); }
|
marci@556
|
660 |
} else {
|
marci@556
|
661 |
this->graph->next(e.in);
|
marci@556
|
662 |
}
|
marci@556
|
663 |
return e;
|
marci@556
|
664 |
}
|
marci@556
|
665 |
|
marci@556
|
666 |
Node aNode(const OutEdgeIt& e) const {
|
alpar@986
|
667 |
if (e.out_or_in) return this->graph->source(e); else
|
alpar@986
|
668 |
return this->graph->target(e); }
|
marci@556
|
669 |
Node bNode(const OutEdgeIt& e) const {
|
alpar@986
|
670 |
if (e.out_or_in) return this->graph->target(e); else
|
alpar@986
|
671 |
return this->graph->source(e); }
|
deba@877
|
672 |
|
deba@891
|
673 |
// KEEP_MAPS(Parent, UndirGraphWrapper);
|
deba@877
|
674 |
|
marci@556
|
675 |
};
|
marci@556
|
676 |
|
marci@910
|
677 |
// /// \brief An undirected graph template.
|
marci@910
|
678 |
// ///
|
marci@910
|
679 |
// ///\warning Graph wrappers are in even more experimental state than the other
|
marci@910
|
680 |
// ///parts of the lib. Use them at your own risk.
|
marci@910
|
681 |
// ///
|
marci@910
|
682 |
// /// An undirected graph template.
|
marci@910
|
683 |
// /// This class works as an undirected graph and a directed graph of
|
marci@910
|
684 |
// /// class \c Graph is used for the physical storage.
|
marci@910
|
685 |
// /// \ingroup graphs
|
marci@556
|
686 |
template<typename Graph>
|
marci@556
|
687 |
class UndirGraph : public UndirGraphWrapper<Graph> {
|
marci@556
|
688 |
typedef UndirGraphWrapper<Graph> Parent;
|
marci@556
|
689 |
protected:
|
marci@556
|
690 |
Graph gr;
|
marci@556
|
691 |
public:
|
marci@556
|
692 |
UndirGraph() : UndirGraphWrapper<Graph>() {
|
marci@556
|
693 |
Parent::setGraph(gr);
|
marci@556
|
694 |
}
|
deba@877
|
695 |
|
deba@891
|
696 |
// KEEP_MAPS(Parent, UndirGraph);
|
marci@556
|
697 |
};
|
marci@556
|
698 |
|
marci@992
|
699 |
|
marci@992
|
700 |
template <typename _Graph,
|
marci@992
|
701 |
typename ForwardFilterMap, typename BackwardFilterMap>
|
marci@992
|
702 |
class SubBidirGraphWrapperBase : public GraphWrapperBase<_Graph> {
|
marci@992
|
703 |
public:
|
marci@992
|
704 |
typedef _Graph Graph;
|
marci@992
|
705 |
typedef GraphWrapperBase<_Graph> Parent;
|
marci@992
|
706 |
protected:
|
marci@992
|
707 |
ForwardFilterMap* forward_filter;
|
marci@992
|
708 |
BackwardFilterMap* backward_filter;
|
marci@992
|
709 |
SubBidirGraphWrapperBase() : Parent(),
|
marci@992
|
710 |
forward_filter(0), backward_filter(0) { }
|
marci@992
|
711 |
|
marci@992
|
712 |
void setForwardFilterMap(ForwardFilterMap& _forward_filter) {
|
marci@992
|
713 |
forward_filter=&_forward_filter;
|
marci@992
|
714 |
}
|
marci@992
|
715 |
void setBackwardFilterMap(BackwardFilterMap& _backward_filter) {
|
marci@992
|
716 |
backward_filter=&_backward_filter;
|
marci@992
|
717 |
}
|
marci@992
|
718 |
|
marci@992
|
719 |
public:
|
marci@992
|
720 |
// SubGraphWrapperBase(Graph& _graph,
|
marci@992
|
721 |
// NodeFilterMap& _node_filter_map,
|
marci@992
|
722 |
// EdgeFilterMap& _edge_filter_map) :
|
marci@992
|
723 |
// Parent(&_graph),
|
marci@992
|
724 |
// node_filter_map(&node_filter_map),
|
marci@992
|
725 |
// edge_filter_map(&edge_filter_map) { }
|
marci@992
|
726 |
|
marci@992
|
727 |
typedef typename Parent::Node Node;
|
marci@992
|
728 |
typedef typename _Graph::Edge GraphEdge;
|
marci@992
|
729 |
template <typename T> class EdgeMap;
|
marci@992
|
730 |
/// SubBidirGraphWrapperBase<..., ..., ...>::Edge is inherited from
|
marci@992
|
731 |
/// _Graph::Edge. It contains an extra bool flag which is true
|
marci@992
|
732 |
/// if and only if the
|
marci@992
|
733 |
/// edge is the backward version of the original edge.
|
marci@992
|
734 |
class Edge : public _Graph::Edge {
|
marci@992
|
735 |
friend class SubBidirGraphWrapperBase<
|
marci@992
|
736 |
Graph, ForwardFilterMap, BackwardFilterMap>;
|
marci@992
|
737 |
template<typename T> friend class EdgeMap;
|
marci@992
|
738 |
protected:
|
marci@992
|
739 |
bool backward; //true, iff backward
|
marci@992
|
740 |
public:
|
marci@992
|
741 |
Edge() { }
|
marci@992
|
742 |
/// \todo =false is needed, or causes problems?
|
marci@992
|
743 |
/// If \c _backward is false, then we get an edge corresponding to the
|
marci@992
|
744 |
/// original one, otherwise its oppositely directed pair is obtained.
|
marci@992
|
745 |
Edge(const typename _Graph::Edge& e, bool _backward/*=false*/) :
|
marci@992
|
746 |
_Graph::Edge(e), backward(_backward) { }
|
marci@992
|
747 |
Edge(Invalid i) : _Graph::Edge(i), backward(true) { }
|
marci@992
|
748 |
bool operator==(const Edge& v) const {
|
marci@992
|
749 |
return (this->backward==v.backward &&
|
marci@992
|
750 |
static_cast<typename _Graph::Edge>(*this)==
|
marci@992
|
751 |
static_cast<typename _Graph::Edge>(v));
|
marci@992
|
752 |
}
|
marci@992
|
753 |
bool operator!=(const Edge& v) const {
|
marci@992
|
754 |
return (this->backward!=v.backward ||
|
marci@992
|
755 |
static_cast<typename _Graph::Edge>(*this)!=
|
marci@992
|
756 |
static_cast<typename _Graph::Edge>(v));
|
marci@992
|
757 |
}
|
marci@992
|
758 |
};
|
marci@992
|
759 |
|
marci@992
|
760 |
void first(Node& i) const {
|
marci@992
|
761 |
Parent::first(i);
|
marci@992
|
762 |
}
|
marci@992
|
763 |
|
marci@992
|
764 |
void first(Edge& i) const {
|
marci@992
|
765 |
Parent::first(i);
|
marci@992
|
766 |
i.backward=false;
|
marci@992
|
767 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
768 |
!(*forward_filter)[i]) Parent::next(i);
|
marci@992
|
769 |
if (*static_cast<GraphEdge*>(&i)==INVALID) {
|
marci@992
|
770 |
Parent::first(i);
|
marci@992
|
771 |
i.backward=true;
|
marci@992
|
772 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
773 |
!(*backward_filter)[i]) Parent::next(i);
|
marci@992
|
774 |
}
|
marci@992
|
775 |
}
|
marci@992
|
776 |
|
marci@992
|
777 |
void firstIn(Edge& i, const Node& n) const {
|
marci@992
|
778 |
Parent::firstIn(i, n);
|
marci@992
|
779 |
i.backward=false;
|
marci@992
|
780 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
781 |
!(*forward_filter)[i]) Parent::nextOut(i);
|
marci@992
|
782 |
if (*static_cast<GraphEdge*>(&i)==INVALID) {
|
marci@992
|
783 |
Parent::firstOut(i, n);
|
marci@992
|
784 |
i.backward=true;
|
marci@992
|
785 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
786 |
!(*backward_filter)[i]) Parent::nextOut(i);
|
marci@992
|
787 |
}
|
marci@992
|
788 |
}
|
marci@992
|
789 |
|
marci@992
|
790 |
void firstOut(Edge& i, const Node& n) const {
|
marci@992
|
791 |
Parent::firstOut(i, n);
|
marci@992
|
792 |
i.backward=false;
|
marci@992
|
793 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
794 |
!(*forward_filter)[i]) Parent::nextOut(i);
|
marci@992
|
795 |
if (*static_cast<GraphEdge*>(&i)==INVALID) {
|
marci@992
|
796 |
Parent::firstIn(i, n);
|
marci@992
|
797 |
i.backward=true;
|
marci@992
|
798 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
799 |
!(*backward_filter)[i]) Parent::nextIn(i);
|
marci@992
|
800 |
}
|
marci@992
|
801 |
}
|
marci@992
|
802 |
|
marci@992
|
803 |
void next(Node& i) const {
|
marci@992
|
804 |
Parent::next(i);
|
marci@992
|
805 |
}
|
marci@992
|
806 |
|
marci@992
|
807 |
void next(Edge& i) const {
|
marci@992
|
808 |
if (!(i.backward)) {
|
marci@992
|
809 |
Parent::next(i);
|
marci@992
|
810 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
811 |
!(*forward_filter)[i]) Parent::next(i);
|
marci@992
|
812 |
if (*static_cast<GraphEdge*>(&i)==INVALID) {
|
marci@992
|
813 |
Parent::first(i);
|
marci@992
|
814 |
i.backward=true;
|
marci@992
|
815 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
816 |
!(*backward_filter)[i]) Parent::next(i);
|
marci@992
|
817 |
}
|
marci@992
|
818 |
} else {
|
marci@992
|
819 |
Parent::next(i);
|
marci@992
|
820 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
821 |
!(*backward_filter)[i]) Parent::next(i);
|
marci@992
|
822 |
}
|
marci@992
|
823 |
}
|
marci@992
|
824 |
|
marci@992
|
825 |
void nextIn(Edge& i) const {
|
marci@992
|
826 |
if (!(i.backward)) {
|
marci@992
|
827 |
Node n=Parent::target(i);
|
marci@992
|
828 |
Parent::nextIn(i);
|
marci@992
|
829 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
830 |
!(*forward_filter)[i]) Parent::nextIn(i);
|
marci@992
|
831 |
if (*static_cast<GraphEdge*>(&i)==INVALID) {
|
marci@992
|
832 |
Parent::firstOut(i, n);
|
marci@992
|
833 |
i.backward=true;
|
marci@992
|
834 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
835 |
!(*backward_filter)[i]) Parent::nextOut(i);
|
marci@992
|
836 |
}
|
marci@992
|
837 |
} else {
|
marci@992
|
838 |
Parent::nextOut(i);
|
marci@992
|
839 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
840 |
!(*backward_filter)[i]) Parent::nextOut(i);
|
marci@992
|
841 |
}
|
marci@992
|
842 |
}
|
marci@992
|
843 |
|
marci@992
|
844 |
void nextOut(Edge& i) const {
|
marci@992
|
845 |
if (!(i.backward)) {
|
marci@992
|
846 |
Node n=Parent::source(i);
|
marci@992
|
847 |
Parent::nextOut(i);
|
marci@992
|
848 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
849 |
!(*forward_filter)[i]) Parent::nextOut(i);
|
marci@992
|
850 |
if (*static_cast<GraphEdge*>(&i)==INVALID) {
|
marci@992
|
851 |
Parent::firstIn(i, n);
|
marci@992
|
852 |
i.backward=true;
|
marci@992
|
853 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
854 |
!(*backward_filter)[i]) Parent::nextIn(i);
|
marci@992
|
855 |
}
|
marci@992
|
856 |
} else {
|
marci@992
|
857 |
Parent::nextIn(i);
|
marci@992
|
858 |
while (*static_cast<GraphEdge*>(&i)!=INVALID &&
|
marci@992
|
859 |
!(*backward_filter)[i]) Parent::nextIn(i);
|
marci@992
|
860 |
}
|
marci@992
|
861 |
}
|
marci@992
|
862 |
|
marci@992
|
863 |
Node source(Edge e) const {
|
marci@992
|
864 |
return ((!e.backward) ? this->graph->source(e) : this->graph->target(e)); }
|
marci@992
|
865 |
Node target(Edge e) const {
|
marci@992
|
866 |
return ((!e.backward) ? this->graph->target(e) : this->graph->source(e)); }
|
marci@992
|
867 |
|
marci@992
|
868 |
/// Gives back the opposite edge.
|
marci@992
|
869 |
Edge opposite(const Edge& e) const {
|
marci@992
|
870 |
Edge f=e;
|
marci@992
|
871 |
f.backward=!f.backward;
|
marci@992
|
872 |
return f;
|
marci@992
|
873 |
}
|
marci@992
|
874 |
|
marci@992
|
875 |
/// \warning This is a linear time operation and works only if
|
marci@992
|
876 |
/// \c Graph::EdgeIt is defined.
|
marci@992
|
877 |
/// \todo hmm
|
marci@992
|
878 |
int edgeNum() const {
|
marci@992
|
879 |
int i=0;
|
marci@992
|
880 |
Edge e;
|
marci@992
|
881 |
for (first(e); e!=INVALID; next(e)) ++i;
|
marci@992
|
882 |
return i;
|
marci@992
|
883 |
}
|
marci@992
|
884 |
|
marci@992
|
885 |
bool forward(const Edge& e) const { return !e.backward; }
|
marci@992
|
886 |
bool backward(const Edge& e) const { return e.backward; }
|
marci@992
|
887 |
|
marci@992
|
888 |
template <typename T>
|
marci@992
|
889 |
/// \c SubBidirGraphWrapperBase<..., ..., ...>::EdgeMap contains two
|
marci@992
|
890 |
/// _Graph::EdgeMap one for the forward edges and
|
marci@992
|
891 |
/// one for the backward edges.
|
marci@992
|
892 |
class EdgeMap {
|
marci@992
|
893 |
template <typename TT> friend class EdgeMap;
|
marci@992
|
894 |
typename _Graph::template EdgeMap<T> forward_map, backward_map;
|
marci@992
|
895 |
public:
|
marci@992
|
896 |
typedef T Value;
|
marci@992
|
897 |
typedef Edge Key;
|
marci@992
|
898 |
|
marci@992
|
899 |
EdgeMap(const SubBidirGraphWrapperBase<_Graph,
|
marci@992
|
900 |
ForwardFilterMap, BackwardFilterMap>& g) :
|
marci@992
|
901 |
forward_map(*(g.graph)), backward_map(*(g.graph)) { }
|
marci@992
|
902 |
|
marci@992
|
903 |
EdgeMap(const SubBidirGraphWrapperBase<_Graph,
|
marci@992
|
904 |
ForwardFilterMap, BackwardFilterMap>& g, T a) :
|
marci@992
|
905 |
forward_map(*(g.graph), a), backward_map(*(g.graph), a) { }
|
marci@992
|
906 |
|
marci@992
|
907 |
void set(Edge e, T a) {
|
marci@992
|
908 |
if (!e.backward)
|
marci@992
|
909 |
forward_map.set(e, a);
|
marci@992
|
910 |
else
|
marci@992
|
911 |
backward_map.set(e, a);
|
marci@992
|
912 |
}
|
marci@992
|
913 |
|
marci@992
|
914 |
// typename _Graph::template EdgeMap<T>::ConstReference
|
marci@992
|
915 |
// operator[](Edge e) const {
|
marci@992
|
916 |
// if (!e.backward)
|
marci@992
|
917 |
// return forward_map[e];
|
marci@992
|
918 |
// else
|
marci@992
|
919 |
// return backward_map[e];
|
marci@992
|
920 |
// }
|
marci@992
|
921 |
|
marci@992
|
922 |
// typename _Graph::template EdgeMap<T>::Reference
|
marci@1016
|
923 |
T operator[](Edge e) const {
|
marci@992
|
924 |
if (!e.backward)
|
marci@992
|
925 |
return forward_map[e];
|
marci@992
|
926 |
else
|
marci@992
|
927 |
return backward_map[e];
|
marci@992
|
928 |
}
|
marci@992
|
929 |
|
marci@992
|
930 |
void update() {
|
marci@992
|
931 |
forward_map.update();
|
marci@992
|
932 |
backward_map.update();
|
marci@992
|
933 |
}
|
marci@992
|
934 |
};
|
marci@992
|
935 |
|
marci@992
|
936 |
};
|
marci@569
|
937 |
|
marci@650
|
938 |
|
marci@650
|
939 |
///\brief A wrapper for composing a subgraph of a
|
marci@792
|
940 |
/// bidirected graph made from a directed one.
|
marci@612
|
941 |
///
|
alpar@911
|
942 |
/// A wrapper for composing a subgraph of a
|
alpar@911
|
943 |
/// bidirected graph made from a directed one.
|
alpar@911
|
944 |
///
|
alpar@879
|
945 |
///\warning Graph wrappers are in even more experimental state than the other
|
alpar@879
|
946 |
///parts of the lib. Use them at you own risk.
|
alpar@879
|
947 |
///
|
marci@923
|
948 |
/// Let \f$G=(V, A)\f$ be a directed graph and for each directed edge
|
marci@923
|
949 |
/// \f$e\in A\f$, let \f$\bar e\f$ denote the edge obtained by
|
marci@923
|
950 |
/// reversing its orientation. We are given moreover two bool valued
|
marci@923
|
951 |
/// maps on the edge-set,
|
marci@923
|
952 |
/// \f$forward\_filter\f$, and \f$backward\_filter\f$.
|
marci@923
|
953 |
/// SubBidirGraphWrapper implements the graph structure with node-set
|
marci@923
|
954 |
/// \f$V\f$ and edge-set
|
marci@923
|
955 |
/// \f$\{e : e\in A \mbox{ and } forward\_filter(e) \mbox{ is true}\}+\{\bar e : e\in A \mbox{ and } backward\_filter(e) \mbox{ is true}\}\f$.
|
marci@792
|
956 |
/// The purpose of writing + instead of union is because parallel
|
marci@923
|
957 |
/// edges can arise. (Similarly, antiparallel edges also can arise).
|
marci@792
|
958 |
/// In other words, a subgraph of the bidirected graph obtained, which
|
marci@792
|
959 |
/// is given by orienting the edges of the original graph in both directions.
|
marci@923
|
960 |
/// As the oppositely directed edges are logically different,
|
marci@923
|
961 |
/// the maps are able to attach different values for them.
|
marci@923
|
962 |
///
|
marci@923
|
963 |
/// An example for such a construction is \c RevGraphWrapper where the
|
marci@792
|
964 |
/// forward_filter is everywhere false and the backward_filter is
|
marci@792
|
965 |
/// everywhere true. We note that for sake of efficiency,
|
marci@792
|
966 |
/// \c RevGraphWrapper is implemented in a different way.
|
marci@792
|
967 |
/// But BidirGraphWrapper is obtained from
|
marci@792
|
968 |
/// SubBidirGraphWrapper by considering everywhere true
|
marci@910
|
969 |
/// valued maps both for forward_filter and backward_filter.
|
marci@792
|
970 |
/// Finally, one of the most important applications of SubBidirGraphWrapper
|
marci@792
|
971 |
/// is ResGraphWrapper, which stands for the residual graph in directed
|
marci@792
|
972 |
/// flow and circulation problems.
|
marci@792
|
973 |
/// As wrappers usually, the SubBidirGraphWrapper implements the
|
marci@792
|
974 |
/// above mentioned graph structure without its physical storage,
|
marci@923
|
975 |
/// that is the whole stuff is stored in constant memory.
|
marci@992
|
976 |
template<typename _Graph,
|
marci@650
|
977 |
typename ForwardFilterMap, typename BackwardFilterMap>
|
marci@992
|
978 |
class SubBidirGraphWrapper :
|
marci@992
|
979 |
public IterableGraphExtender<
|
marci@992
|
980 |
SubBidirGraphWrapperBase<_Graph, ForwardFilterMap, BackwardFilterMap> > {
|
marci@650
|
981 |
public:
|
marci@992
|
982 |
typedef _Graph Graph;
|
marci@992
|
983 |
typedef IterableGraphExtender<
|
marci@992
|
984 |
SubBidirGraphWrapperBase<
|
marci@992
|
985 |
_Graph, ForwardFilterMap, BackwardFilterMap> > Parent;
|
marci@569
|
986 |
protected:
|
marci@992
|
987 |
SubBidirGraphWrapper() { }
|
marci@992
|
988 |
public:
|
marci@992
|
989 |
SubBidirGraphWrapper(_Graph& _graph, ForwardFilterMap& _forward_filter,
|
marci@992
|
990 |
BackwardFilterMap& _backward_filter) {
|
marci@992
|
991 |
setGraph(_graph);
|
marci@992
|
992 |
setForwardFilterMap(_forward_filter);
|
marci@992
|
993 |
setBackwardFilterMap(_backward_filter);
|
marci@992
|
994 |
}
|
marci@992
|
995 |
};
|
marci@650
|
996 |
|
marci@569
|
997 |
|
marci@650
|
998 |
|
marci@650
|
999 |
///\brief A wrapper for composing bidirected graph from a directed one.
|
marci@650
|
1000 |
///
|
alpar@879
|
1001 |
///\warning Graph wrappers are in even more experimental state than the other
|
alpar@879
|
1002 |
///parts of the lib. Use them at you own risk.
|
alpar@879
|
1003 |
///
|
marci@650
|
1004 |
/// A wrapper for composing bidirected graph from a directed one.
|
marci@650
|
1005 |
/// A bidirected graph is composed over the directed one without physical
|
marci@650
|
1006 |
/// storage. As the oppositely directed edges are logically different ones
|
marci@650
|
1007 |
/// the maps are able to attach different values for them.
|
marci@650
|
1008 |
template<typename Graph>
|
marci@650
|
1009 |
class BidirGraphWrapper :
|
marci@650
|
1010 |
public SubBidirGraphWrapper<
|
marci@650
|
1011 |
Graph,
|
marci@650
|
1012 |
ConstMap<typename Graph::Edge, bool>,
|
marci@650
|
1013 |
ConstMap<typename Graph::Edge, bool> > {
|
marci@650
|
1014 |
public:
|
marci@650
|
1015 |
typedef SubBidirGraphWrapper<
|
marci@650
|
1016 |
Graph,
|
marci@650
|
1017 |
ConstMap<typename Graph::Edge, bool>,
|
marci@650
|
1018 |
ConstMap<typename Graph::Edge, bool> > Parent;
|
marci@650
|
1019 |
protected:
|
marci@650
|
1020 |
ConstMap<typename Graph::Edge, bool> cm;
|
marci@650
|
1021 |
|
marci@655
|
1022 |
BidirGraphWrapper() : Parent(), cm(true) {
|
marci@655
|
1023 |
Parent::setForwardFilterMap(cm);
|
marci@655
|
1024 |
Parent::setBackwardFilterMap(cm);
|
marci@655
|
1025 |
}
|
marci@650
|
1026 |
public:
|
marci@650
|
1027 |
BidirGraphWrapper(Graph& _graph) : Parent() {
|
marci@650
|
1028 |
Parent::setGraph(_graph);
|
marci@650
|
1029 |
Parent::setForwardFilterMap(cm);
|
marci@650
|
1030 |
Parent::setBackwardFilterMap(cm);
|
marci@650
|
1031 |
}
|
marci@738
|
1032 |
|
marci@738
|
1033 |
int edgeNum() const {
|
marci@738
|
1034 |
return 2*this->graph->edgeNum();
|
marci@738
|
1035 |
}
|
deba@891
|
1036 |
// KEEP_MAPS(Parent, BidirGraphWrapper);
|
marci@650
|
1037 |
};
|
marci@650
|
1038 |
|
marci@650
|
1039 |
|
marci@612
|
1040 |
/// \brief A bidirected graph template.
|
marci@612
|
1041 |
///
|
alpar@879
|
1042 |
///\warning Graph wrappers are in even more experimental state than the other
|
alpar@879
|
1043 |
///parts of the lib. Use them at you own risk.
|
alpar@879
|
1044 |
///
|
marci@612
|
1045 |
/// A bidirected graph template.
|
marci@612
|
1046 |
/// Such a bidirected graph stores each pair of oppositely directed edges
|
marci@612
|
1047 |
/// ones in the memory, i.e. a directed graph of type
|
marci@612
|
1048 |
/// \c Graph is used for that.
|
marci@612
|
1049 |
/// As the oppositely directed edges are logically different ones
|
marci@612
|
1050 |
/// the maps are able to attach different values for them.
|
marci@612
|
1051 |
/// \ingroup graphs
|
marci@612
|
1052 |
template<typename Graph>
|
marci@612
|
1053 |
class BidirGraph : public BidirGraphWrapper<Graph> {
|
marci@650
|
1054 |
public:
|
marci@612
|
1055 |
typedef UndirGraphWrapper<Graph> Parent;
|
marci@612
|
1056 |
protected:
|
marci@612
|
1057 |
Graph gr;
|
marci@612
|
1058 |
public:
|
marci@612
|
1059 |
BidirGraph() : BidirGraphWrapper<Graph>() {
|
marci@612
|
1060 |
Parent::setGraph(gr);
|
marci@612
|
1061 |
}
|
deba@891
|
1062 |
// KEEP_MAPS(Parent, BidirGraph);
|
marci@612
|
1063 |
};
|
marci@569
|
1064 |
|
marci@556
|
1065 |
|
marci@650
|
1066 |
|
marci@650
|
1067 |
template<typename Graph, typename Number,
|
marci@650
|
1068 |
typename CapacityMap, typename FlowMap>
|
marci@658
|
1069 |
class ResForwardFilter {
|
marci@658
|
1070 |
// const Graph* graph;
|
marci@650
|
1071 |
const CapacityMap* capacity;
|
marci@650
|
1072 |
const FlowMap* flow;
|
marci@650
|
1073 |
public:
|
marci@658
|
1074 |
ResForwardFilter(/*const Graph& _graph, */
|
marci@658
|
1075 |
const CapacityMap& _capacity, const FlowMap& _flow) :
|
marci@658
|
1076 |
/*graph(&_graph),*/ capacity(&_capacity), flow(&_flow) { }
|
marci@658
|
1077 |
ResForwardFilter() : /*graph(0),*/ capacity(0), flow(0) { }
|
marci@656
|
1078 |
void setCapacity(const CapacityMap& _capacity) { capacity=&_capacity; }
|
marci@656
|
1079 |
void setFlow(const FlowMap& _flow) { flow=&_flow; }
|
marci@650
|
1080 |
bool operator[](const typename Graph::Edge& e) const {
|
marci@738
|
1081 |
return (Number((*flow)[e]) < Number((*capacity)[e]));
|
marci@650
|
1082 |
}
|
marci@650
|
1083 |
};
|
marci@650
|
1084 |
|
marci@650
|
1085 |
template<typename Graph, typename Number,
|
marci@650
|
1086 |
typename CapacityMap, typename FlowMap>
|
marci@658
|
1087 |
class ResBackwardFilter {
|
marci@650
|
1088 |
const CapacityMap* capacity;
|
marci@650
|
1089 |
const FlowMap* flow;
|
marci@650
|
1090 |
public:
|
marci@658
|
1091 |
ResBackwardFilter(/*const Graph& _graph,*/
|
marci@658
|
1092 |
const CapacityMap& _capacity, const FlowMap& _flow) :
|
marci@658
|
1093 |
/*graph(&_graph),*/ capacity(&_capacity), flow(&_flow) { }
|
marci@658
|
1094 |
ResBackwardFilter() : /*graph(0),*/ capacity(0), flow(0) { }
|
marci@656
|
1095 |
void setCapacity(const CapacityMap& _capacity) { capacity=&_capacity; }
|
marci@656
|
1096 |
void setFlow(const FlowMap& _flow) { flow=&_flow; }
|
marci@650
|
1097 |
bool operator[](const typename Graph::Edge& e) const {
|
marci@738
|
1098 |
return (Number(0) < Number((*flow)[e]));
|
marci@650
|
1099 |
}
|
marci@650
|
1100 |
};
|
marci@650
|
1101 |
|
marci@653
|
1102 |
|
marci@653
|
1103 |
/// A wrapper for composing the residual graph for directed flow and circulation problems.
|
marci@650
|
1104 |
|
alpar@879
|
1105 |
///\warning Graph wrappers are in even more experimental state than the other
|
alpar@879
|
1106 |
///parts of the lib. Use them at you own risk.
|
alpar@879
|
1107 |
///
|
marci@653
|
1108 |
/// A wrapper for composing the residual graph for directed flow and circulation problems.
|
marci@650
|
1109 |
template<typename Graph, typename Number,
|
marci@650
|
1110 |
typename CapacityMap, typename FlowMap>
|
marci@653
|
1111 |
class ResGraphWrapper :
|
marci@650
|
1112 |
public SubBidirGraphWrapper<
|
marci@650
|
1113 |
Graph,
|
marci@658
|
1114 |
ResForwardFilter<Graph, Number, CapacityMap, FlowMap>,
|
marci@658
|
1115 |
ResBackwardFilter<Graph, Number, CapacityMap, FlowMap> > {
|
marci@650
|
1116 |
public:
|
marci@650
|
1117 |
typedef SubBidirGraphWrapper<
|
marci@650
|
1118 |
Graph,
|
marci@658
|
1119 |
ResForwardFilter<Graph, Number, CapacityMap, FlowMap>,
|
marci@658
|
1120 |
ResBackwardFilter<Graph, Number, CapacityMap, FlowMap> > Parent;
|
marci@650
|
1121 |
protected:
|
marci@650
|
1122 |
const CapacityMap* capacity;
|
marci@650
|
1123 |
FlowMap* flow;
|
marci@658
|
1124 |
ResForwardFilter<Graph, Number, CapacityMap, FlowMap> forward_filter;
|
marci@658
|
1125 |
ResBackwardFilter<Graph, Number, CapacityMap, FlowMap> backward_filter;
|
marci@658
|
1126 |
ResGraphWrapper() : Parent(),
|
marci@658
|
1127 |
capacity(0), flow(0) { }
|
marci@658
|
1128 |
void setCapacityMap(const CapacityMap& _capacity) {
|
marci@658
|
1129 |
capacity=&_capacity;
|
marci@658
|
1130 |
forward_filter.setCapacity(_capacity);
|
marci@658
|
1131 |
backward_filter.setCapacity(_capacity);
|
marci@658
|
1132 |
}
|
marci@658
|
1133 |
void setFlowMap(FlowMap& _flow) {
|
marci@658
|
1134 |
flow=&_flow;
|
marci@658
|
1135 |
forward_filter.setFlow(_flow);
|
marci@658
|
1136 |
backward_filter.setFlow(_flow);
|
marci@658
|
1137 |
}
|
marci@650
|
1138 |
public:
|
marci@653
|
1139 |
ResGraphWrapper(Graph& _graph, const CapacityMap& _capacity,
|
marci@650
|
1140 |
FlowMap& _flow) :
|
marci@650
|
1141 |
Parent(), capacity(&_capacity), flow(&_flow),
|
marci@658
|
1142 |
forward_filter(/*_graph,*/ _capacity, _flow),
|
marci@658
|
1143 |
backward_filter(/*_graph,*/ _capacity, _flow) {
|
marci@650
|
1144 |
Parent::setGraph(_graph);
|
marci@650
|
1145 |
Parent::setForwardFilterMap(forward_filter);
|
marci@650
|
1146 |
Parent::setBackwardFilterMap(backward_filter);
|
marci@650
|
1147 |
}
|
marci@650
|
1148 |
|
marci@660
|
1149 |
typedef typename Parent::Edge Edge;
|
marci@660
|
1150 |
|
marci@660
|
1151 |
void augment(const Edge& e, Number a) const {
|
marci@650
|
1152 |
if (Parent::forward(e))
|
marci@650
|
1153 |
flow->set(e, (*flow)[e]+a);
|
marci@650
|
1154 |
else
|
marci@650
|
1155 |
flow->set(e, (*flow)[e]-a);
|
marci@650
|
1156 |
}
|
marci@650
|
1157 |
|
marci@660
|
1158 |
/// \brief Residual capacity map.
|
marci@660
|
1159 |
///
|
marci@910
|
1160 |
/// In generic residual graphs the residual capacity can be obtained
|
marci@910
|
1161 |
/// as a map.
|
marci@660
|
1162 |
class ResCap {
|
marci@660
|
1163 |
protected:
|
marci@660
|
1164 |
const ResGraphWrapper<Graph, Number, CapacityMap, FlowMap>* res_graph;
|
marci@660
|
1165 |
public:
|
alpar@987
|
1166 |
typedef Number Value;
|
alpar@987
|
1167 |
typedef Edge Key;
|
marci@888
|
1168 |
ResCap(const ResGraphWrapper<Graph, Number, CapacityMap, FlowMap>&
|
marci@888
|
1169 |
_res_graph) : res_graph(&_res_graph) { }
|
marci@660
|
1170 |
Number operator[](const Edge& e) const {
|
marci@660
|
1171 |
if (res_graph->forward(e))
|
marci@660
|
1172 |
return (*(res_graph->capacity))[e]-(*(res_graph->flow))[e];
|
marci@660
|
1173 |
else
|
marci@660
|
1174 |
return (*(res_graph->flow))[e];
|
marci@660
|
1175 |
}
|
marci@660
|
1176 |
};
|
marci@660
|
1177 |
|
deba@891
|
1178 |
// KEEP_MAPS(Parent, ResGraphWrapper);
|
marci@650
|
1179 |
};
|
marci@650
|
1180 |
|
marci@650
|
1181 |
|
marci@998
|
1182 |
|
marci@998
|
1183 |
template <typename _Graph, typename FirstOutEdgesMap>
|
marci@998
|
1184 |
class ErasingFirstGraphWrapperBase : public GraphWrapperBase<_Graph> {
|
marci@998
|
1185 |
public:
|
marci@998
|
1186 |
typedef _Graph Graph;
|
marci@998
|
1187 |
typedef GraphWrapperBase<_Graph> Parent;
|
marci@998
|
1188 |
protected:
|
marci@998
|
1189 |
FirstOutEdgesMap* first_out_edges;
|
marci@998
|
1190 |
ErasingFirstGraphWrapperBase() : Parent(),
|
marci@998
|
1191 |
first_out_edges(0) { }
|
marci@998
|
1192 |
|
marci@998
|
1193 |
void setFirstOutEdgesMap(FirstOutEdgesMap& _first_out_edges) {
|
marci@998
|
1194 |
first_out_edges=&_first_out_edges;
|
marci@998
|
1195 |
}
|
marci@998
|
1196 |
|
marci@998
|
1197 |
public:
|
marci@998
|
1198 |
|
marci@998
|
1199 |
typedef typename Parent::Node Node;
|
marci@998
|
1200 |
typedef typename Parent::Edge Edge;
|
marci@998
|
1201 |
|
marci@998
|
1202 |
void firstOut(Edge& i, const Node& n) const {
|
marci@998
|
1203 |
i=(*first_out_edges)[n];
|
marci@998
|
1204 |
}
|
marci@998
|
1205 |
|
marci@998
|
1206 |
void erase(const Edge& e) const {
|
marci@998
|
1207 |
Node n=source(e);
|
marci@998
|
1208 |
Edge f=e;
|
marci@998
|
1209 |
Parent::nextOut(f);
|
marci@998
|
1210 |
first_out_edges->set(n, f);
|
marci@998
|
1211 |
}
|
marci@998
|
1212 |
};
|
marci@998
|
1213 |
|
marci@998
|
1214 |
|
marci@612
|
1215 |
/// For blocking flows.
|
marci@556
|
1216 |
|
alpar@879
|
1217 |
///\warning Graph wrappers are in even more experimental state than the other
|
alpar@879
|
1218 |
///parts of the lib. Use them at you own risk.
|
alpar@879
|
1219 |
///
|
marci@792
|
1220 |
/// This graph wrapper is used for on-the-fly
|
marci@792
|
1221 |
/// Dinits blocking flow computations.
|
marci@612
|
1222 |
/// For each node, an out-edge is stored which is used when the
|
marci@612
|
1223 |
/// \code
|
marci@612
|
1224 |
/// OutEdgeIt& first(OutEdgeIt&, const Node&)
|
marci@612
|
1225 |
/// \endcode
|
marci@612
|
1226 |
/// is called.
|
marci@556
|
1227 |
///
|
marci@792
|
1228 |
/// \author Marton Makai
|
marci@998
|
1229 |
template <typename _Graph, typename FirstOutEdgesMap>
|
marci@998
|
1230 |
class ErasingFirstGraphWrapper :
|
marci@998
|
1231 |
public IterableGraphExtender<
|
marci@998
|
1232 |
ErasingFirstGraphWrapperBase<_Graph, FirstOutEdgesMap> > {
|
marci@650
|
1233 |
public:
|
marci@998
|
1234 |
typedef _Graph Graph;
|
marci@998
|
1235 |
typedef IterableGraphExtender<
|
marci@998
|
1236 |
ErasingFirstGraphWrapperBase<_Graph, FirstOutEdgesMap> > Parent;
|
marci@556
|
1237 |
ErasingFirstGraphWrapper(Graph& _graph,
|
marci@998
|
1238 |
FirstOutEdgesMap& _first_out_edges) {
|
marci@998
|
1239 |
setGraph(_graph);
|
marci@998
|
1240 |
setFirstOutEdgesMap(_first_out_edges);
|
marci@998
|
1241 |
}
|
marci@1019
|
1242 |
|
marci@998
|
1243 |
};
|
marci@556
|
1244 |
|
marci@556
|
1245 |
///@}
|
marci@556
|
1246 |
|
alpar@921
|
1247 |
} //namespace lemon
|
marci@556
|
1248 |
|
alpar@921
|
1249 |
#endif //LEMON_GRAPH_WRAPPER_H
|
marci@556
|
1250 |
|