/* -*- 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
#ifndef LEMON_CIRCULATION_H
#define LEMON_CIRCULATION_H
#include <lemon/tolerance.h>
#include <lemon/elevator.h>
///\brief Push-prelabel algorithm for finding a feasible circulation.
/// \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.
/// \brief The type of the map that stores the circulation lower
/// 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
/// 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
/// The type of the map that stores the lower bound of node
/// excess. It must meet the \ref concepts::ReadMap "ReadMap"
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
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.
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
/// \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.
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]
class _LCapMap=typename _Graph::template ArcMap<int>,
class _DeltaMap=typename _Graph::template NodeMap<
typename _UCapMap::Value>,
class _Traits=CirculationDefaultTraits<_Graph, _LCapMap,
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;
typedef Circulation Create;
///\name Named template parameters
template <typename _FlowMap>
struct DefFlowMapTraits : 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
/// \ref named-templ-param "Named parameter" for setting FlowMap
template <typename _FlowMap>
: public Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
DefFlowMapTraits<_FlowMap> > {
typedef Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
DefFlowMapTraits<_FlowMap> > Create;
template <typename _Elevator>
struct DefElevatorTraits : 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
/// \ref named-templ-param "Named parameter" for setting Elevator
template <typename _Elevator>
: public Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
DefElevatorTraits<_Elevator> > {
typedef Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
DefElevatorTraits<_Elevator> > Create;
template <typename _Elevator>
struct DefStandardElevatorTraits : 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
/// \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 DefStandardElevator
: public Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
DefStandardElevatorTraits<_Elevator> > {
typedef Circulation<Digraph, LCapMap, UCapMap, DeltaMap,
DefStandardElevatorTraits<_Elevator> > Create;
/// 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)
_lo(&lo),_up(&up),_delta(&delta),_flow(0),_local_flow(false),
_level(0), _local_level(false), _excess(0), _el() {}
void createStructures() {
_node_num = _el = countNodes(_g);
_flow = Traits::createFlowMap(_g);
_level = Traits::createElevator(_g, _node_num);
_excess = new ExcessMap(_g);
void destroyStructures() {
/// Sets the lower bound capacity map.
/// Sets the lower bound capacity map.
Circulation& lowerCapMap(const LCapMap& map) {
/// Sets the upper bound capacity map.
/// Sets the upper bound capacity map.
Circulation& upperCapMap(const LCapMap& map) {
/// Sets the lower bound map on excess.
/// Sets the lower bound map on excess.
Circulation& deltaMap(const DeltaMap& map) {
Circulation& flowMap(FlowMap& map) {
/// Returns the flow map.
/// \return The flow map.
const FlowMap& flowMap() {
Circulation& elevator(Elevator& elevator) {
/// Returns the elevator.
/// \return The elevator.
const Elevator& elevator() {
/// Sets the tolerance used by algorithm.
/// Sets the tolerance used by algorithm.
Circulation& tolerance(const Tolerance& tolerance) const {
/// Returns the tolerance used by algorithm.
/// Returns the tolerance used by algorithm.
const Tolerance& tolerance() const {
/// \name Execution control
/// The simplest way to execute the algorithm is to use one of the
/// member functions called \c run().
/// If you need more control on initial solution or execution then
/// you have to call one \ref init() function and then the start()
/// 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.
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
for(NodeIt n(_g);n!=INVALID;++n)
for(NodeIt n(_g);n!=INVALID;++n)
if(_tol.positive((*_excess)[n]))
/// Initializes the internal data structures.
/// Initializes the internal data structures. This functions uses
/// greedy approach to construct the initial solution.
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]);
Value fc = -(*_excess)[_g.target(e)];
_excess->set(_g.target(e), 0);
_excess->set(_g.source(e), (*_excess)[_g.source(e)] - fc);
for(NodeIt n(_g);n!=INVALID;++n)
for(NodeIt n(_g);n!=INVALID;++n)
if(_tol.positive((*_excess)[n]))
///This function starts the algorithm.
///\return This function returns true if it found a feasible circulation.
Node last_activated=INVALID;
while((act=_level->highestActive())!=INVALID) {
int actlevel=(*_level)[act];
Value exc=(*_excess)[act];
for(OutArcIt e(_g,act);e!=INVALID; ++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]))
_flow->set(e, (*_up)[e]);
_excess->set(v, (*_excess)[v] + fc);
if(!_level->active(v) && _tol.positive((*_excess)[v]))
else if((*_level)[v]<mlevel) mlevel=(*_level)[v];
for(InArcIt e(_g,act);e!=INVALID; ++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]))
_flow->set(e, (*_lo)[e]);
_excess->set(v, (*_excess)[v] + fc);
if(!_level->active(v) && _tol.positive((*_excess)[v]))
else if((*_level)[v]<mlevel) mlevel=(*_level)[v];
if(!_tol.positive(exc)) _level->deactivate(act);
else if(mlevel==_node_num) {
_level->liftHighestActiveToTop();
_level->liftHighestActive(mlevel+1);
if(_level->onLevel(actlevel)==0) {
/// Runs the circulation algorithm.
/// Runs the circulation algorithm.
/// \note fc.run() is just a shortcut of the following code.
/// \name Query Functions
/// The result of the %Circulation algorithm can be obtained using
/// Before the use of these functions,
/// either run() or start() must be called.
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
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
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 {
/// \name Checker Functions
/// The feasibility of the results can be checked using
/// Before the use of these functions,
/// either run() or start() must be called.
///Check if the \c flow is a feasible circulation
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)
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;
///Check whether or not the last execution provides a barrier
///Check whether or not the last execution provides a barrier
for(NodeIt n(_g);n!=INVALID;++n)
for(ArcIt e(_g);e!=INVALID;++e)
if(barrier(s)&&!barrier(t)) delta+=(*_up)[e];
else if(barrier(t)&&!barrier(s)) delta-=(*_lo)[e];
return _tol.negative(delta);