Location: LEMON/LEMON-official/lemon/circulation.h - annotation
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r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e r414:5a7dbeaed70e | /* -*- mode: C++; indent-tabs-mode: nil; -*-
*
* This file is a part of LEMON, a generic C++ optimization library.
*
* Copyright (C) 2003-2008
* Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
* (Egervary Research Group on Combinatorial Optimization, EGRES).
*
* Permission to use, modify and distribute this software is granted
* provided that this copyright notice appears in all copies. For
* precise terms see the accompanying LICENSE file.
*
* This software is provided "AS IS" with no warranty of any kind,
* express or implied, and with no claim as to its suitability for any
* purpose.
*
*/
#ifndef LEMON_CIRCULATION_H
#define LEMON_CIRCULATION_H
#include <iostream>
#include <queue>
#include <lemon/tolerance.h>
#include <lemon/elevator.h>
///\ingroup max_flow
///\file
///\brief Push-prelabel algorithm for finding a feasible circulation.
///
namespace lemon {
/// \brief Default traits class of Circulation class.
///
/// Default traits class of Circulation class.
/// \param _Graph Digraph type.
/// \param _CapacityMap Type of capacity map.
template <typename _Graph, typename _LCapMap,
typename _UCapMap, typename _DeltaMap>
struct CirculationDefaultTraits {
/// \brief The digraph type the algorithm runs on.
typedef _Graph Digraph;
/// \brief The type of the map that stores the circulation lower
/// bound.
///
/// The type of the map that stores the circulation lower bound.
/// It must meet the \ref concepts::ReadMap "ReadMap" concept.
typedef _LCapMap LCapMap;
/// \brief The type of the map that stores the circulation upper
/// bound.
///
/// The type of the map that stores the circulation upper bound.
/// It must meet the \ref concepts::ReadMap "ReadMap" concept.
typedef _UCapMap UCapMap;
/// \brief The type of the map that stores the upper bound of
/// node excess.
///
/// The type of the map that stores the lower bound of node
/// excess. It must meet the \ref concepts::ReadMap "ReadMap"
/// concept.
typedef _DeltaMap DeltaMap;
/// \brief The type of the length of the arcs.
typedef typename DeltaMap::Value Value;
/// \brief The map type that stores the flow values.
///
/// The map type that stores the flow values.
/// It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
typedef typename Digraph::template ArcMap<Value> FlowMap;
/// \brief Instantiates a FlowMap.
///
/// This function instantiates a \ref FlowMap.
/// \param digraph The digraph, to which we would like to define
/// the flow map.
static FlowMap* createFlowMap(const Digraph& digraph) {
return new FlowMap(digraph);
}
/// \brief The eleavator type used by Circulation algorithm.
///
/// The elevator type used by Circulation algorithm.
///
/// \sa Elevator
/// \sa LinkedElevator
typedef lemon::Elevator<Digraph, typename Digraph::Node> Elevator;
/// \brief Instantiates an Elevator.
///
/// This function instantiates a \ref Elevator.
/// \param digraph The digraph, to which we would like to define
/// the elevator.
/// \param max_level The maximum level of the elevator.
static Elevator* createElevator(const Digraph& digraph, int max_level) {
return new Elevator(digraph, max_level);
}
/// \brief The tolerance used by the algorithm
///
/// The tolerance used by the algorithm to handle inexact computation.
typedef lemon::Tolerance<Value> Tolerance;
};
///Push-relabel algorithm for the Network Circulation Problem.
/**
\ingroup max_flow
This class implements a push-relabel algorithm
or the Network Circulation Problem.
The exact formulation of this problem is the following.
\f[\sum_{e\in\rho(v)}x(e)-\sum_{e\in\delta(v)}x(e)\leq
-delta(v)\quad \forall v\in V \f]
\f[ lo(e)\leq x(e) \leq up(e) \quad \forall e\in E \f]
*/
template<class _Graph,
class _LCapMap=typename _Graph::template ArcMap<int>,
class _UCapMap=_LCapMap,
class _DeltaMap=typename _Graph::template NodeMap<
typename _UCapMap::Value>,
class _Traits=CirculationDefaultTraits<_Graph, _LCapMap,
_UCapMap, _DeltaMap> >
class Circulation {
typedef _Traits Traits;
typedef typename Traits::Digraph Digraph;
TEMPLATE_DIGRAPH_TYPEDEFS(Digraph);
typedef typename Traits::Value Value;
typedef typename Traits::LCapMap LCapMap;
typedef typename Traits::UCapMap UCapMap;
typedef typename Traits::DeltaMap DeltaMap;
typedef typename Traits::FlowMap FlowMap;
typedef typename Traits::Elevator Elevator;
typedef typename Traits::Tolerance Tolerance;
typedef typename Digraph::template NodeMap<Value> ExcessMap;
const Digraph &_g;
int _node_num;
const LCapMap *_lo;
const UCapMap *_up;
const DeltaMap *_delta;
FlowMap *_flow;
bool _local_flow;
Elevator* _level;
bool _local_level;
ExcessMap* _excess;
Tolerance _tol;
int _el;
public:
typedef Circulation Create;
///\name Named template parameters
///@{
template <typename _FlowMap>
struct SetFlowMapTraits : public Traits {
typedef _FlowMap FlowMap;
static FlowMap *createFlowMap(const Digraph&) {
LEMON_ASSERT(false, "FlowMap is not initialized");
return 0; // ignore warnings
}
};
/// \brief \ref named-templ-param "Named parameter" for setting
/// FlowMap type
///
/// \ref named-templ-param "Named parameter" for setting FlowMap
/// type
template <typename _FlowMap>
struct SetFlowMap
: public Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
SetFlowMapTraits<_FlowMap> > {
typedef Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
SetFlowMapTraits<_FlowMap> > Create;
};
template <typename _Elevator>
struct SetElevatorTraits : public Traits {
typedef _Elevator Elevator;
static Elevator *createElevator(const Digraph&, int) {
LEMON_ASSERT(false, "Elevator is not initialized");
return 0; // ignore warnings
}
};
/// \brief \ref named-templ-param "Named parameter" for setting
/// Elevator type
///
/// \ref named-templ-param "Named parameter" for setting Elevator
/// type
template <typename _Elevator>
struct SetElevator
: public Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
SetElevatorTraits<_Elevator> > {
typedef Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
SetElevatorTraits<_Elevator> > Create;
};
template <typename _Elevator>
struct SetStandardElevatorTraits : public Traits {
typedef _Elevator Elevator;
static Elevator *createElevator(const Digraph& digraph, int max_level) {
return new Elevator(digraph, max_level);
}
};
/// \brief \ref named-templ-param "Named parameter" for setting
/// Elevator type
///
/// \ref named-templ-param "Named parameter" for setting Elevator
/// type. The Elevator should be standard constructor interface, ie.
/// the digraph and the maximum level should be passed to it.
template <typename _Elevator>
struct SetStandardElevator
: public Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
SetStandardElevatorTraits<_Elevator> > {
typedef Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
SetStandardElevatorTraits<_Elevator> > Create;
};
/// @}
protected:
Circulation() {}
public:
/// The constructor of the class.
/// The constructor of the class.
/// \param g The digraph the algorithm runs on.
/// \param lo The lower bound capacity of the arcs.
/// \param up The upper bound capacity of the arcs.
/// \param delta The lower bound on node excess.
Circulation(const Digraph &g,const LCapMap &lo,
const UCapMap &up,const DeltaMap &delta)
: _g(g), _node_num(),
_lo(&lo),_up(&up),_delta(&delta),_flow(0),_local_flow(false),
_level(0), _local_level(false), _excess(0), _el() {}
/// Destrcutor.
~Circulation() {
destroyStructures();
}
private:
void createStructures() {
_node_num = _el = countNodes(_g);
if (!_flow) {
_flow = Traits::createFlowMap(_g);
_local_flow = true;
}
if (!_level) {
_level = Traits::createElevator(_g, _node_num);
_local_level = true;
}
if (!_excess) {
_excess = new ExcessMap(_g);
}
}
void destroyStructures() {
if (_local_flow) {
delete _flow;
}
if (_local_level) {
delete _level;
}
if (_excess) {
delete _excess;
}
}
public:
/// Sets the lower bound capacity map.
/// Sets the lower bound capacity map.
/// \return \c (*this)
Circulation& lowerCapMap(const LCapMap& map) {
_lo = ↦
return *this;
}
/// Sets the upper bound capacity map.
/// Sets the upper bound capacity map.
/// \return \c (*this)
Circulation& upperCapMap(const LCapMap& map) {
_up = ↦
return *this;
}
/// Sets the lower bound map on excess.
/// Sets the lower bound map on excess.
/// \return \c (*this)
Circulation& deltaMap(const DeltaMap& map) {
_delta = ↦
return *this;
}
/// Sets the flow map.
/// Sets the flow map.
/// \return \c (*this)
Circulation& flowMap(FlowMap& map) {
if (_local_flow) {
delete _flow;
_local_flow = false;
}
_flow = ↦
return *this;
}
/// Returns the flow map.
/// \return The flow map.
///
const FlowMap& flowMap() {
return *_flow;
}
/// Sets the elevator.
/// Sets the elevator.
/// \return \c (*this)
Circulation& elevator(Elevator& elevator) {
if (_local_level) {
delete _level;
_local_level = false;
}
_level = &elevator;
return *this;
}
/// Returns the elevator.
/// \return The elevator.
///
const Elevator& elevator() {
return *_level;
}
/// Sets the tolerance used by algorithm.
/// Sets the tolerance used by algorithm.
///
Circulation& tolerance(const Tolerance& tolerance) const {
_tol = tolerance;
return *this;
}
/// Returns the tolerance used by algorithm.
/// Returns the tolerance used by algorithm.
///
const Tolerance& tolerance() const {
return tolerance;
}
/// \name Execution control
/// The simplest way to execute the algorithm is to use one of the
/// member functions called \c run().
/// \n
/// If you need more control on initial solution or execution then
/// you have to call one \ref init() function and then the start()
/// function.
///@{
/// Initializes the internal data structures.
/// Initializes the internal data structures. This function sets
/// all flow values to the lower bound.
/// \return This function returns false if the initialization
/// process found a barrier.
void init()
{
createStructures();
for(NodeIt n(_g);n!=INVALID;++n) {
_excess->set(n, (*_delta)[n]);
}
for (ArcIt e(_g);e!=INVALID;++e) {
_flow->set(e, (*_lo)[e]);
_excess->set(_g.target(e), (*_excess)[_g.target(e)] + (*_flow)[e]);
_excess->set(_g.source(e), (*_excess)[_g.source(e)] - (*_flow)[e]);
}
// global relabeling tested, but in general case it provides
// worse performance for random digraphs
_level->initStart();
for(NodeIt n(_g);n!=INVALID;++n)
_level->initAddItem(n);
_level->initFinish();
for(NodeIt n(_g);n!=INVALID;++n)
if(_tol.positive((*_excess)[n]))
_level->activate(n);
}
/// Initializes the internal data structures.
/// Initializes the internal data structures. This functions uses
/// greedy approach to construct the initial solution.
void greedyInit()
{
createStructures();
for(NodeIt n(_g);n!=INVALID;++n) {
_excess->set(n, (*_delta)[n]);
}
for (ArcIt e(_g);e!=INVALID;++e) {
if (!_tol.positive((*_excess)[_g.target(e)] + (*_up)[e])) {
_flow->set(e, (*_up)[e]);
_excess->set(_g.target(e), (*_excess)[_g.target(e)] + (*_up)[e]);
_excess->set(_g.source(e), (*_excess)[_g.source(e)] - (*_up)[e]);
} else if (_tol.positive((*_excess)[_g.target(e)] + (*_lo)[e])) {
_flow->set(e, (*_lo)[e]);
_excess->set(_g.target(e), (*_excess)[_g.target(e)] + (*_lo)[e]);
_excess->set(_g.source(e), (*_excess)[_g.source(e)] - (*_lo)[e]);
} else {
Value fc = -(*_excess)[_g.target(e)];
_flow->set(e, fc);
_excess->set(_g.target(e), 0);
_excess->set(_g.source(e), (*_excess)[_g.source(e)] - fc);
}
}
_level->initStart();
for(NodeIt n(_g);n!=INVALID;++n)
_level->initAddItem(n);
_level->initFinish();
for(NodeIt n(_g);n!=INVALID;++n)
if(_tol.positive((*_excess)[n]))
_level->activate(n);
}
///Starts the algorithm
///This function starts the algorithm.
///\return This function returns true if it found a feasible circulation.
///
///\sa barrier()
bool start()
{
Node act;
Node bact=INVALID;
Node last_activated=INVALID;
while((act=_level->highestActive())!=INVALID) {
int actlevel=(*_level)[act];
int mlevel=_node_num;
Value exc=(*_excess)[act];
for(OutArcIt e(_g,act);e!=INVALID; ++e) {
Node v = _g.target(e);
Value fc=(*_up)[e]-(*_flow)[e];
if(!_tol.positive(fc)) continue;
if((*_level)[v]<actlevel) {
if(!_tol.less(fc, exc)) {
_flow->set(e, (*_flow)[e] + exc);
_excess->set(v, (*_excess)[v] + exc);
if(!_level->active(v) && _tol.positive((*_excess)[v]))
_level->activate(v);
_excess->set(act,0);
_level->deactivate(act);
goto next_l;
}
else {
_flow->set(e, (*_up)[e]);
_excess->set(v, (*_excess)[v] + fc);
if(!_level->active(v) && _tol.positive((*_excess)[v]))
_level->activate(v);
exc-=fc;
}
}
else if((*_level)[v]<mlevel) mlevel=(*_level)[v];
}
for(InArcIt e(_g,act);e!=INVALID; ++e) {
Node v = _g.source(e);
Value fc=(*_flow)[e]-(*_lo)[e];
if(!_tol.positive(fc)) continue;
if((*_level)[v]<actlevel) {
if(!_tol.less(fc, exc)) {
_flow->set(e, (*_flow)[e] - exc);
_excess->set(v, (*_excess)[v] + exc);
if(!_level->active(v) && _tol.positive((*_excess)[v]))
_level->activate(v);
_excess->set(act,0);
_level->deactivate(act);
goto next_l;
}
else {
_flow->set(e, (*_lo)[e]);
_excess->set(v, (*_excess)[v] + fc);
if(!_level->active(v) && _tol.positive((*_excess)[v]))
_level->activate(v);
exc-=fc;
}
}
else if((*_level)[v]<mlevel) mlevel=(*_level)[v];
}
_excess->set(act, exc);
if(!_tol.positive(exc)) _level->deactivate(act);
else if(mlevel==_node_num) {
_level->liftHighestActiveToTop();
_el = _node_num;
return false;
}
else {
_level->liftHighestActive(mlevel+1);
if(_level->onLevel(actlevel)==0) {
_el = actlevel;
return false;
}
}
next_l:
;
}
return true;
}
/// Runs the circulation algorithm.
/// Runs the circulation algorithm.
/// \note fc.run() is just a shortcut of the following code.
/// \code
/// fc.greedyInit();
/// return fc.start();
/// \endcode
bool run() {
greedyInit();
return start();
}
/// @}
/// \name Query Functions
/// The result of the %Circulation algorithm can be obtained using
/// these functions.
/// \n
/// Before the use of these functions,
/// either run() or start() must be called.
///@{
/**
\brief Returns a barrier
Barrier is a set \e B of nodes for which
\f[ \sum_{v\in B}-delta(v)<
\sum_{e\in\rho(B)}lo(e)-\sum_{e\in\delta(B)}up(e) \f]
holds. The existence of a set with this property prooves that a feasible
flow cannot exists.
\sa checkBarrier()
\sa run()
*/
template<class GT>
void barrierMap(GT &bar)
{
for(NodeIt n(_g);n!=INVALID;++n)
bar.set(n, (*_level)[n] >= _el);
}
///Returns true if the node is in the barrier
///Returns true if the node is in the barrier
///\sa barrierMap()
bool barrier(const Node& node)
{
return (*_level)[node] >= _el;
}
/// \brief Returns the flow on the arc.
///
/// Sets the \c flowMap to the flow on the arcs. This method can
/// be called after the second phase of algorithm.
Value flow(const Arc& arc) const {
return (*_flow)[arc];
}
/// @}
/// \name Checker Functions
/// The feasibility of the results can be checked using
/// these functions.
/// \n
/// Before the use of these functions,
/// either run() or start() must be called.
///@{
///Check if the \c flow is a feasible circulation
bool checkFlow() {
for(ArcIt e(_g);e!=INVALID;++e)
if((*_flow)[e]<(*_lo)[e]||(*_flow)[e]>(*_up)[e]) return false;
for(NodeIt n(_g);n!=INVALID;++n)
{
Value dif=-(*_delta)[n];
for(InArcIt e(_g,n);e!=INVALID;++e) dif-=(*_flow)[e];
for(OutArcIt e(_g,n);e!=INVALID;++e) dif+=(*_flow)[e];
if(_tol.negative(dif)) return false;
}
return true;
}
///Check whether or not the last execution provides a barrier
///Check whether or not the last execution provides a barrier
///\sa barrier()
bool checkBarrier()
{
Value delta=0;
for(NodeIt n(_g);n!=INVALID;++n)
if(barrier(n))
delta-=(*_delta)[n];
for(ArcIt e(_g);e!=INVALID;++e)
{
Node s=_g.source(e);
Node t=_g.target(e);
if(barrier(s)&&!barrier(t)) delta+=(*_up)[e];
else if(barrier(t)&&!barrier(s)) delta-=(*_lo)[e];
}
return _tol.negative(delta);
}
/// @}
};
}
#endif
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