modern valtozat
authorjacint
Fri, 13 Feb 2004 15:12:10 +0000
changeset 72e560867cbe79
parent 71 1d8d806ac8e0
child 73 1b4a25e49222
modern valtozat
src/work/jacint/flow_test.cc
src/work/jacint/makefile
src/work/jacint/preflow_push_hl.h
     1.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     1.2 +++ b/src/work/jacint/flow_test.cc	Fri Feb 13 15:12:10 2004 +0000
     1.3 @@ -0,0 +1,247 @@
     1.4 +#include <iostream>
     1.5 +#include <vector>
     1.6 +#include <string>
     1.7 +
     1.8 +#include <marci_list_graph.hh>
     1.9 +#include <marci_graph_traits.hh>
    1.10 +#include <marci_property_vector.hh>
    1.11 +#include <preflow_push_hl.hh>
    1.12 +#include <preflow_push_max_flow.hh>
    1.13 +#include <reverse_bfs.hh>
    1.14 +//#include <dijkstra.hh>
    1.15 +
    1.16 +using namespace marci;
    1.17 +
    1.18 +
    1.19 +int main (int, char*[])
    1.20 +{
    1.21 +  typedef graph_traits<list_graph>::node_iterator node_iterator;
    1.22 +  typedef graph_traits<list_graph>::edge_iterator edge_iterator;
    1.23 +  typedef graph_traits<list_graph>::each_node_iterator each_node_iterator;
    1.24 +  typedef graph_traits<list_graph>::each_edge_iterator each_edge_iterator;
    1.25 +  typedef graph_traits<list_graph>::out_edge_iterator out_edge_iterator;
    1.26 +  typedef graph_traits<list_graph>::in_edge_iterator in_edge_iterator;
    1.27 +  typedef graph_traits<list_graph>::sym_edge_iterator sym_edge_iterator;
    1.28 +
    1.29 +  list_graph flow_test;
    1.30 + 
    1.31 +    //Ahuja könyv példája, maxflowvalue=13
    1.32 +  node_iterator s=flow_test.add_node();
    1.33 +  node_iterator v1=flow_test.add_node();
    1.34 +  node_iterator v2=flow_test.add_node();
    1.35 +  node_iterator v3=flow_test.add_node();
    1.36 +  node_iterator v4=flow_test.add_node();
    1.37 +  node_iterator v5=flow_test.add_node();
    1.38 +  node_iterator t=flow_test.add_node();
    1.39 +  
    1.40 +  node_property_vector<list_graph, std::string> node_name(flow_test);
    1.41 +  node_name.put(s, "s");
    1.42 +  node_name.put(v1, "v1");
    1.43 +  node_name.put(v2, "v2");
    1.44 +  node_name.put(v3, "v3");
    1.45 +  node_name.put(v4, "v4");
    1.46 +  node_name.put(v5, "v5");
    1.47 +  node_name.put(t, "t");
    1.48 +
    1.49 +  edge_iterator s_v1=flow_test.add_edge(s, v1);
    1.50 +  edge_iterator s_v2=flow_test.add_edge(s, v2);
    1.51 +  edge_iterator s_v3=flow_test.add_edge(s, v3);
    1.52 +  edge_iterator v2_v4=flow_test.add_edge(v2, v4);
    1.53 +  edge_iterator v2_v5=flow_test.add_edge(v2, v5);
    1.54 +  edge_iterator v3_v5=flow_test.add_edge(v3, v5);
    1.55 +  edge_iterator v4_t=flow_test.add_edge(v4, t);
    1.56 +  edge_iterator v5_t=flow_test.add_edge(v5, t);
    1.57 +  edge_iterator v2_s=flow_test.add_edge(v2, s);
    1.58 +  
    1.59 +  edge_property_vector<list_graph, int> cap(flow_test);  
    1.60 +  cap.put(s_v1, 0);
    1.61 +  cap.put(s_v2, 10);
    1.62 +  cap.put(s_v3, 10);
    1.63 +  cap.put(v2_v4, 5);
    1.64 +  cap.put(v2_v5, 8);
    1.65 +  cap.put(v3_v5, 5);
    1.66 +  cap.put(v4_t, 8);
    1.67 +  cap.put(v5_t, 8);
    1.68 +  cap.put(v2_s, 0);
    1.69 +
    1.70 +
    1.71 +  
    1.72 +  //Marci példája, maxflowvalue=23
    1.73 +  /*  node_iterator s=flow_test.add_node();
    1.74 +  node_iterator v1=flow_test.add_node();
    1.75 +  node_iterator v2=flow_test.add_node();
    1.76 +  node_iterator v3=flow_test.add_node();
    1.77 +  node_iterator v4=flow_test.add_node();
    1.78 +  node_iterator t=flow_test.add_node();
    1.79 +  node_iterator w=flow_test.add_node();
    1.80 +
    1.81 +  
    1.82 +  node_property_vector<list_graph, std::string> node_name(flow_test);
    1.83 +  node_name.put(s, "s");
    1.84 +  node_name.put(v1, "v1");
    1.85 +  node_name.put(v2, "v2");
    1.86 +  node_name.put(v3, "v3");
    1.87 +  node_name.put(v4, "v4");
    1.88 +  node_name.put(t, "t");
    1.89 +  node_name.put(w, "w");
    1.90 +
    1.91 +  edge_iterator s_v1=flow_test.add_edge(s, v1);
    1.92 +  edge_iterator s_v2=flow_test.add_edge(s, v2);
    1.93 +  edge_iterator v1_v2=flow_test.add_edge(v1, v2);
    1.94 +  edge_iterator v2_v1=flow_test.add_edge(v2, v1);
    1.95 +  edge_iterator v1_v3=flow_test.add_edge(v1, v3);
    1.96 +  edge_iterator v3_v2=flow_test.add_edge(v3, v2);
    1.97 +  edge_iterator v2_v4=flow_test.add_edge(v2, v4);
    1.98 +  edge_iterator v4_v3=flow_test.add_edge(v4, v3);
    1.99 +  edge_iterator v3_t=flow_test.add_edge(v3, t);
   1.100 +  edge_iterator v4_t=flow_test.add_edge(v4, t);
   1.101 +  edge_iterator v3_v3=flow_test.add_edge(v3, v3);
   1.102 +  edge_iterator s_w=flow_test.add_edge(s, w);
   1.103 +  //  edge_iterator v2_s=flow_test.add_edge(v2, s);
   1.104 +  
   1.105 +
   1.106 +
   1.107 +  edge_property_vector<list_graph, int> cap(flow_test);  //serves as length in dijkstra
   1.108 +  cap.put(s_v1, 16);
   1.109 +  cap.put(s_v2, 13);
   1.110 +  cap.put(v1_v2, 10);
   1.111 +  cap.put(v2_v1, 4);
   1.112 +  cap.put(v1_v3, 12);
   1.113 +  cap.put(v3_v2, 9);
   1.114 +  cap.put(v2_v4, 14);
   1.115 +  cap.put(v4_v3, 7);
   1.116 +  cap.put(v3_t, 20);
   1.117 +  cap.put(v4_t, 4);
   1.118 +  cap.put(v3_v3, 4);
   1.119 +  cap.put(s_w, 4);
   1.120 +  //  cap.put(v2_s, 0);
   1.121 +
   1.122 +*/
   1.123 +
   1.124 +  //pelda 3, maxflowvalue=4
   1.125 +  /*      node_iterator s=flow_test.add_node();
   1.126 +  node_iterator v1=flow_test.add_node();
   1.127 +  node_iterator v2=flow_test.add_node();
   1.128 +  node_iterator t=flow_test.add_node();
   1.129 +  node_iterator w=flow_test.add_node();
   1.130 +  
   1.131 +  node_property_vector<list_graph, std::string> node_name(flow_test);
   1.132 +  node_name.put(s, "s");
   1.133 +  node_name.put(v1, "v1");
   1.134 +  node_name.put(v2, "v2");
   1.135 +  node_name.put(t, "t");
   1.136 +  node_name.put(w, "w");
   1.137 +
   1.138 +  edge_iterator s_v1=flow_test.add_edge(s, v1);
   1.139 +  edge_iterator v1_v2=flow_test.add_edge(v1, v2);
   1.140 +  edge_iterator v2_t=flow_test.add_edge(v2, t);
   1.141 +  edge_iterator v1_v1=flow_test.add_edge(v1, v1);
   1.142 +  edge_iterator s_w=flow_test.add_edge(s, w);
   1.143 +
   1.144 +
   1.145 +  edge_property_vector<list_graph, int> cap(flow_test); 
   1.146 +    
   1.147 +  cap.put(s_v1, 16);
   1.148 +  cap.put(v1_v2, 10);
   1.149 +  cap.put(v2_t, 4);
   1.150 +  cap.put(v1_v1, 3);
   1.151 +  cap.put(s_w, 5);
   1.152 +  */
   1.153 +  
   1.154 +
   1.155 +
   1.156 +  /*
   1.157 +  std::cout << "Testing reverse_bfs..." << std::endl;
   1.158 +  
   1.159 +  reverse_bfs<list_graph> bfs_test(flow_test, t);
   1.160 +
   1.161 +  bfs_test.run();
   1.162 +
   1.163 +  for (each_node_iterator w=flow_test.first_node(); w.valid(); ++w) {
   1.164 +    std::cout <<"The distance of " << w << " is " << bfs_test.dist(w) <<std::endl;
   1.165 +    }
   1.166 +
   1.167 +  */
   1.168 +
   1.169 +
   1.170 +
   1.171 +  std::cout << "Testing preflow_push_hl..." << std::endl;
   1.172 +  
   1.173 +  preflow_push_hl<list_graph, int> preflow_push_test(flow_test, s, t, cap);
   1.174 +
   1.175 +  preflow_push_test.run();
   1.176 +
   1.177 +  std::cout << "Maximum flow value is: " << preflow_push_test.maxflow() << "."<<std::endl;
   1.178 +
   1.179 +  std::cout<< "The flow on edge s-v1 is "<< preflow_push_test.flowonedge(s_v1) << "."<<std::endl;
   1.180 +
   1.181 +  edge_property_vector<list_graph, int> flow=preflow_push_test.allflow();  
   1.182 +  for (each_edge_iterator e=flow_test.first_edge(); e.valid(); ++e) {
   1.183 +    std::cout <<"Flow on edge " << flow_test.tail(e) <<"-" << flow_test.head(e)<< " is " <<flow.get(e) <<std::endl;
   1.184 +    }
   1.185 +
   1.186 +  std::cout << "A minimum cut: " <<std::endl;  
   1.187 +  node_property_vector<list_graph, bool> mincut=preflow_push_test.mincut();
   1.188 +
   1.189 +  for (each_node_iterator v=flow_test.first_node(); v.valid(); ++v) {
   1.190 +      if (mincut.get(v)) std::cout <<node_name.get(v)<< " ";
   1.191 +    }
   1.192 +  
   1.193 +  std::cout<<"\n\n"<<std::endl;
   1.194 +
   1.195 +
   1.196 +
   1.197 +
   1.198 +  std::cout << "Testing preflow_push_max_flow..." << std::endl;
   1.199 + 
   1.200 +  preflow_push_max_flow<list_graph, int> max_flow_test(flow_test, s, t, cap);
   1.201 +
   1.202 +  max_flow_test.run();
   1.203 +
   1.204 +  std::cout << "Maximum flow value is: " << max_flow_test.maxflow() << "."<< std::endl;
   1.205 +
   1.206 +  std::cout << "A minimum cut: " <<std::endl;  
   1.207 +  node_property_vector<list_graph, bool> mincut2=max_flow_test.mincut();
   1.208 +
   1.209 +  for (each_node_iterator v=flow_test.first_node(); v.valid(); ++v) {
   1.210 +    if (mincut2.get(v)) std::cout <<node_name.get(v)<< " ";
   1.211 +  }
   1.212 +  
   1.213 +  std::cout << std::endl <<std::endl;
   1.214 +
   1.215 +
   1.216 +  /*
   1.217 +    std::cout << "Testing dijkstra..." << std::endl;
   1.218 +  
   1.219 +    node_iterator root=v2;
   1.220 +
   1.221 +    dijkstra<list_graph, int> dijkstra_test(flow_test, root, cap);
   1.222 +
   1.223 +    dijkstra_test.run();
   1.224 +
   1.225 +    for (each_node_iterator w=flow_test.first_node(); w.valid(); ++w) {
   1.226 +      if (dijkstra_test.reach(w)) {
   1.227 +      std::cout <<"The distance of " << w << " is " << dijkstra_test.dist(w);
   1.228 +      if (dijkstra_test.pred(w).valid()) {
   1.229 +      std::cout <<", a shortest path from the root ends with edge " << dijkstra_test.pred(w) <<std::endl; 
   1.230 +      } else {
   1.231 +       std::cout <<", this is the root."<<std::endl; }
   1.232 +      
   1.233 +      } else {
   1.234 +	cout << w << " is not reachable from " << root <<std::endl;
   1.235 +      }
   1.236 +    }
   1.237 +
   1.238 +  */
   1.239 +
   1.240 +  return 0;
   1.241 +}
   1.242 +
   1.243 +
   1.244 +
   1.245 +
   1.246 +
   1.247 +
   1.248 +
   1.249 +
   1.250 +
     2.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     2.2 +++ b/src/work/jacint/makefile	Fri Feb 13 15:12:10 2004 +0000
     2.3 @@ -0,0 +1,5 @@
     2.4 +BINARIES = flow_test
     2.5 +
     2.6 +include ../makefile
     2.7 +
     2.8 +CXXFLAGS := $(CXXFLAGS) -I.. -I../../include
     3.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     3.2 +++ b/src/work/jacint/preflow_push_hl.h	Fri Feb 13 15:12:10 2004 +0000
     3.3 @@ -0,0 +1,321 @@
     3.4 +// -*- C++ -*-
     3.5 +/*
     3.6 +preflow_push_hl.hh
     3.7 +by jacint. 
     3.8 +Runs the highest label variant of the preflow push algorithm with 
     3.9 +running time O(n^2\sqrt(m)). 
    3.10 +
    3.11 +Member functions:
    3.12 +
    3.13 +void run() : runs the algorithm
    3.14 +
    3.15 + The following functions should be used after run() was already run.
    3.16 +
    3.17 +T maxflow() : returns the value of a maximum flow
    3.18 +
    3.19 +T flowonEdge(Edge_iterator e) : for a fixed maximum flow x it returns x(e) 
    3.20 +
    3.21 +EdgeMap<graph_type, T> allflow() : returns the fixed maximum flow x
    3.22 +
    3.23 +NodeMap<graph_type, bool> mincut() : returns a 
    3.24 +     characteristic vector of a minimum cut. (An empty level 
    3.25 +     in the algorithm gives a minimum cut.)
    3.26 +*/
    3.27 +
    3.28 +#ifndef PREFLOW_PUSH_HL_H
    3.29 +#define PREFLOW_PUSH_HL_H
    3.30 +
    3.31 +#include <algorithm>
    3.32 +#include <vector>
    3.33 +#include <stack>
    3.34 +
    3.35 +#include <reverse_bfs.hh>
    3.36 +
    3.37 +namespace marci {
    3.38 +
    3.39 +  template <typename Graph, typename T, typename FlowMap, typename CapacityMap>
    3.40 +  class preflow_push_hl {
    3.41 +    
    3.42 +    typedef typename Graph::NodeIt NodeIt;
    3.43 +    typedef typename Graph::EdgeIt EdgeIt;
    3.44 +    typedef typename Graph::EachNodeIt EachNodeIt;
    3.45 +    typedef typename Graph::OutEdgeIt OutEdgeIt;
    3.46 +    typedef typename Graph::InEdgeIt InEdgeIt;
    3.47 +    typedef typename Graph::EachEdgeIt EachEdgeIt;
    3.48 +    
    3.49 +
    3.50 +    Graph& G;
    3.51 +    NodeIt s;
    3.52 +    NodeIt t;
    3.53 +    Graph::EdgeMap<T> flow;
    3.54 +    Graph::EdgeMap<T> capacity; 
    3.55 +    T value;
    3.56 +    Graph::NodeMap<bool> mincutvector;
    3.57 +
    3.58 +   
    3.59 +  public:
    3.60 +
    3.61 +    preflow_push_hl(Graph& _G, NodeIt _s, NodeIt _t, 
    3.62 +		    Graph::EdgeMap<T>& _capacity) :
    3.63 +      G(_G), s(_s), t(_t), flow(_G, 0), capacity(_capacity), mincutvector(_G, true) { }
    3.64 +
    3.65 +
    3.66 +
    3.67 +
    3.68 +    /*
    3.69 +      The run() function runs the highest label preflow-push, 
    3.70 +      running time: O(n^2\sqrt(m))
    3.71 +    */
    3.72 +    void run() {
    3.73 + 
    3.74 +      Graph::NodeMap<int> level(G);         //level of Node
    3.75 +      Graph::NodeMap<T> excess(G);          //excess of Node
    3.76 +            
    3.77 +      int n=G.nodeNum();                        //number of Nodes 
    3.78 +      int b=n; 
    3.79 +      /*b is a bound on the highest level of an active Node. In the beginning it is at most n-2.*/
    3.80 +
    3.81 +      std::vector<std::stack<NodeIt> > stack(2*n-1);    //Stack of the active Nodes in level i.
    3.82 +
    3.83 +
    3.84 +
    3.85 +
    3.86 +      /*Reverse_bfs from t, to find the starting level.*/
    3.87 +
    3.88 +      reverse_bfs<list_graph> bfs(G, t);
    3.89 +      bfs.run();
    3.90 +      for(EachNodeIt v=G.template first<EachNodeIt>(); v.valid(); ++v) {
    3.91 +	level.set(v, bfs.dist(v)); 
    3.92 +	//std::cout << "the level of " << v << " is " << bfs.dist(v);
    3.93 +      }
    3.94 +
    3.95 +      /*The level of s is fixed to n*/ 
    3.96 +      level.set(s,n);
    3.97 +
    3.98 +
    3.99 +
   3.100 +
   3.101 +
   3.102 +      /* Starting flow. It is everywhere 0 at the moment. */
   3.103 +     
   3.104 +      for(OutEdgeIt i=G.template first<OutEdgeIt>(s); i.valid(); ++i) 
   3.105 +	{
   3.106 +	  NodeIt w=G.head(i);
   3.107 +	  flow.set(i, capacity.get(i)); 
   3.108 +	  stack[bfs.dist(w)].push(w); 
   3.109 +	  excess.set(w, capacity.get(i));
   3.110 +	}
   3.111 +
   3.112 +
   3.113 +      /* 
   3.114 +	 End of preprocessing 
   3.115 +      */
   3.116 +
   3.117 +
   3.118 +
   3.119 +      /*
   3.120 +	Push/relabel on the highest level active Nodes.
   3.121 +      */
   3.122 +	
   3.123 +      /*While there exists active Node.*/
   3.124 +      while (b) { 
   3.125 +
   3.126 +	/*We decrease the bound if there is no active Node of level b.*/
   3.127 +	if (stack[b].empty()) {
   3.128 +	  --b;
   3.129 +	} else {
   3.130 +
   3.131 +	  NodeIt w=stack[b].top();    //w is the highest label active Node.
   3.132 +	  stack[b].pop();                    //We delete w from the stack.
   3.133 +	
   3.134 +	  int newlevel=2*n-2;                   //In newlevel we maintain the next level of w.
   3.135 +	
   3.136 +	  for(OutEdgeIt e=G.template first<OutEdgeIt>(w); e.valid(); ++e) {
   3.137 +	    NodeIt v=G.head(e);
   3.138 +	    /*e is the Edge wv.*/
   3.139 +
   3.140 +	    if (flow.get(e)<capacity.get(e)) {              
   3.141 +	      /*e is an Edge of the residual graph */
   3.142 +
   3.143 +	      if(level.get(w)==level.get(v)+1) {      
   3.144 +		/*Push is allowed now*/
   3.145 +
   3.146 +		if (capacity.get(e)-flow.get(e) > excess.get(w)) {       
   3.147 +		  /*A nonsaturating push.*/
   3.148 +		  
   3.149 +		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   3.150 +		  /*v becomes active.*/
   3.151 +		  
   3.152 +		  flow.set(e, flow.get(e)+excess.get(w));
   3.153 +		  excess.set(v, excess.get(v)+excess.get(w));
   3.154 +		  excess.set(w,0);
   3.155 +		  //std::cout << w << " " << v <<" elore elen nonsat pump "  << std::endl;
   3.156 +		  break; 
   3.157 +		} else { 
   3.158 +		  /*A saturating push.*/
   3.159 +
   3.160 +		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   3.161 +		  /*v becomes active.*/
   3.162 +
   3.163 +		  excess.set(v, excess.get(v)+capacity.get(e)-flow.get(e));
   3.164 +		  excess.set(w, excess.get(w)-capacity.get(e)+flow.get(e));
   3.165 +		  flow.set(e, capacity.get(e));
   3.166 +		  //std::cout << w<<" " <<v<<" elore elen sat pump "   << std::endl;
   3.167 +		  if (excess.get(w)==0) break;
   3.168 +		  /*If w is not active any more, then we go on to the next Node.*/
   3.169 +		  
   3.170 +		} // if (capacity.get(e)-flow.get(e) > excess.get(w))
   3.171 +	      } // if(level.get(w)==level.get(v)+1)
   3.172 +	    
   3.173 +	      else {newlevel = newlevel < level.get(v) ? newlevel : level.get(v);}
   3.174 +	    
   3.175 +	    } //if (flow.get(e)<capacity.get(e))
   3.176 +	 
   3.177 +	  } //for(OutEdgeIt e=G.first_OutEdge(w); e.valid(); ++e) 
   3.178 +	  
   3.179 +
   3.180 +
   3.181 +	  for(InEdgeIt e=G.template first<InEdgeIt>(w); e.valid(); ++e) {
   3.182 +	    NodeIt v=G.tail(e);
   3.183 +	    /*e is the Edge vw.*/
   3.184 +
   3.185 +	    if (excess.get(w)==0) break;
   3.186 +	    /*It may happen, that w became inactive in the first for cycle.*/		
   3.187 +	    if(flow.get(e)>0) {             
   3.188 +	      /*e is an Edge of the residual graph */
   3.189 +
   3.190 +	      if(level.get(w)==level.get(v)+1) {  
   3.191 +		/*Push is allowed now*/
   3.192 +		
   3.193 +		if (flow.get(e) > excess.get(w)) { 
   3.194 +		  /*A nonsaturating push.*/
   3.195 +		  
   3.196 +		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   3.197 +		  /*v becomes active.*/
   3.198 +
   3.199 +		  flow.set(e, flow.get(e)-excess.get(w));
   3.200 +		  excess.set(v, excess.get(v)+excess.get(w));
   3.201 +		  excess.set(w,0);
   3.202 +		  //std::cout << v << " " << w << " vissza elen nonsat pump "     << std::endl;
   3.203 +		  break; 
   3.204 +		} else {                                               
   3.205 +		  /*A saturating push.*/
   3.206 +		  
   3.207 +		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   3.208 +		  /*v becomes active.*/
   3.209 +		  
   3.210 +		  excess.set(v, excess.get(v)+flow.get(e));
   3.211 +		  excess.set(w, excess.get(w)-flow.get(e));
   3.212 +		  flow.set(e,0);
   3.213 +		  //std::cout << v <<" " << w << " vissza elen sat pump "     << std::endl;
   3.214 +		  if (excess.get(w)==0) { break;}
   3.215 +		} //if (flow.get(e) > excess.get(v)) 
   3.216 +	      } //if(level.get(w)==level.get(v)+1)
   3.217 +	      
   3.218 +	      else {newlevel = newlevel < level.get(v) ? newlevel : level.get(v);}
   3.219 +	      
   3.220 +
   3.221 +	    } //if (flow.get(e)>0)
   3.222 +
   3.223 +	  } //for
   3.224 +
   3.225 +
   3.226 +	  if (excess.get(w)>0) {
   3.227 +	    level.set(w,++newlevel);
   3.228 +	    stack[newlevel].push(w);
   3.229 +	    b=newlevel;
   3.230 +	    //std::cout << "The new level of " << w << " is "<< newlevel <<std::endl; 
   3.231 +	  }
   3.232 +
   3.233 +
   3.234 +	} //else
   3.235 +       
   3.236 +      } //while(b)
   3.237 +
   3.238 +      value = excess.get(t);
   3.239 +      /*Max flow value.*/
   3.240 +
   3.241 +
   3.242 +
   3.243 +
   3.244 +    } //void run()
   3.245 +
   3.246 +
   3.247 +
   3.248 +
   3.249 +
   3.250 +    /*
   3.251 +      Returns the maximum value of a flow.
   3.252 +     */
   3.253 +
   3.254 +    T maxflow() {
   3.255 +      return value;
   3.256 +    }
   3.257 +
   3.258 +
   3.259 +
   3.260 +    /*
   3.261 +      For the maximum flow x found by the algorithm, it returns the flow value on Edge e, i.e. x(e). 
   3.262 +    */
   3.263 +
   3.264 +    T flowonEdge(EdgeIt e) {
   3.265 +      return flow.get(e);
   3.266 +    }
   3.267 +
   3.268 +
   3.269 +
   3.270 +    /*
   3.271 +      Returns the maximum flow x found by the algorithm.
   3.272 +    */
   3.273 +
   3.274 +    EdgeMap<graph_type, T> allflow() {
   3.275 +      return flow;
   3.276 +    }
   3.277 +
   3.278 +
   3.279 +
   3.280 +    /*
   3.281 +      Returns a minimum cut by using a reverse bfs from t in the residual graph.
   3.282 +    */
   3.283 +    
   3.284 +    NodeMap<graph_type, bool> mincut() {
   3.285 +    
   3.286 +      std::queue<NodeIt> queue;
   3.287 +      
   3.288 +      mincutvector.set(t,false);      
   3.289 +      queue.push(t);
   3.290 +
   3.291 +      while (!queue.empty()) {
   3.292 +        NodeIt w=queue.front();
   3.293 +	queue.pop();
   3.294 +
   3.295 +	for(InEdgeIt e=G.template first<InEdgeIt>(w) ; e.valid(); ++e) {
   3.296 +	  NodeIt v=G.tail(e);
   3.297 +	  if (mincutvector.get(v) && flow.get(e) < capacity.get(e) ) {
   3.298 +	    queue.push(v);
   3.299 +	    mincutvector.set(v, false);
   3.300 +	  }
   3.301 +	} // for
   3.302 +
   3.303 +	for(OutEdgeIt e=G.template first<OutEdgeIt>(w) ; e.valid(); ++e) {
   3.304 +	  NodeIt v=G.head(e);
   3.305 +	  if (mincutvector.get(v) && flow.get(e) > 0 ) {
   3.306 +	    queue.push(v);
   3.307 +	    mincutvector.set(v, false);
   3.308 +	  }
   3.309 +	} // for
   3.310 +
   3.311 +      }
   3.312 +
   3.313 +      return mincutvector;
   3.314 +    
   3.315 +    }
   3.316 +
   3.317 +
   3.318 +  };
   3.319 +}//namespace marci
   3.320 +#endif 
   3.321 +
   3.322 +
   3.323 +
   3.324 +