src/work/jacint/preflow_push_max_flow.h
author alpar
Mon, 16 Feb 2004 16:27:49 +0000
changeset 80 629b9ca9184b
child 83 efafe79a88d3
permissions -rw-r--r--
Several bugfixes
     1 /*
     2 preflow_push_max_flow_h
     3 by jacint. 
     4 Runs a preflow push algorithm with the modification, 
     5 that we do not push on Nodes with level at least n. 
     6 Moreover, if a level gets empty, we.set all Nodes above that
     7 level to level n. Hence, in the end, we arrive at a maximum preflow 
     8 with value of a max flow value. An empty level gives a minimum cut.
     9 
    10 Member functions:
    11 
    12 void run() : runs the algorithm
    13 
    14   The following functions should be used after run() was already run.
    15 
    16 T maxflow() : returns the value of a maximum flow
    17 
    18 NodeMap<Graph, bool> mincut(): returns a 
    19      characteristic vector of a minimum cut.
    20 */
    21 
    22 #ifndef PREFLOW_PUSH_MAX_FLOW_H
    23 #define PREFLOW_PUSH_MAX_FLOW_H
    24 
    25 #include <algorithm>
    26 #include <vector>
    27 #include <stack>
    28 
    29 #include <list_graph.hh>
    30 #include <reverse_bfs.h>
    31 
    32 
    33 namespace marci {
    34 
    35   template <typename Graph, typename T>
    36   class preflow_push_max_flow {
    37     
    38     typedef typename Graph::NodeIt NodeIt;
    39     typedef typename Graph::EachNodeIt EachNodeIt;
    40     typedef typename Graph::OutEdgeIt OutEdgeIt;
    41     typedef typename Graph::InEdgeIt InEdgeIt;
    42     
    43     Graph& G;
    44     NodeIt s;
    45     NodeIt t;
    46     typename Graph::EdgeMap<T>& capacity; 
    47     T value;
    48     typename Graph::NodeMap<bool> mincutvector;    
    49 
    50 
    51      
    52   public:
    53         
    54     preflow_push_max_flow(Graph& _G, NodeIt _s, NodeIt _t, typename Graph::EdgeMap<T>& _capacity) : G(_G), s(_s), t(_t), capacity(_capacity), mincutvector(_G, false) { }
    55 
    56 
    57     /*
    58       The run() function runs a modified version of the highest label preflow-push, which only 
    59       finds a maximum preflow, hence giving the value of a maximum flow.
    60     */
    61     void run() {
    62  
    63       typename Graph::EdgeMap<T> flow(G, 0);         //the flow value, 0 everywhere  
    64       typename Graph::NodeMap<int> level(G);         //level of Node
    65       typename Graph::NodeMap<T> excess(G);          //excess of Node
    66             
    67       int n=G.nodeNum();                        //number of Nodes 
    68       int b=n-2; 
    69       /*b is a bound on the highest level of an active Node. In the beginning it is at most n-2.*/
    70       
    71       std::vector<int> numb(n);                                //The number of Nodes on level i < n.
    72 
    73       std::vector<std::stack<NodeIt> > stack(2*n-1);    //Stack of the active Nodes in level i.
    74 
    75 
    76 
    77       /*Reverse_bfs from t, to find the starting level.*/
    78 
    79       reverse_bfs<Graph> bfs(G, t);
    80       bfs.run();
    81       for(EachNodeIt v=G.template first<EachNodeIt>(); v.valid(); ++v) 
    82 	{
    83 	  int dist=bfs.dist(v);
    84 	  level.set(v, dist); 
    85 	  ++numb[dist];
    86 	}
    87 
    88       /*The level of s is fixed to n*/ 
    89       level.set(s,n);
    90 
    91 
    92       /* Starting flow. It is everywhere 0 at the moment. */
    93      
    94       for(OutEdgeIt i=G.template first<OutEdgeIt>(s); i.valid(); ++i) 
    95 	{
    96 	  NodeIt w=G.head(i);
    97 	  flow.set(i, capacity.get(i)); 
    98 	  stack[bfs.dist(w)].push(w); 
    99 	  excess.set(w, capacity.get(i));
   100 	}
   101 
   102 
   103       /* 
   104 	 End of preprocessing 
   105       */
   106 
   107 
   108 
   109 
   110       /*
   111 	Push/relabel on the highest level active Nodes.
   112       */
   113 	
   114       /*While there exists an active Node.*/
   115       while (b) { 
   116 
   117 	/*We decrease the bound if there is no active Node of level b.*/
   118 	if (stack[b].empty()) {
   119 	  --b;
   120 	} else {
   121 
   122 	  NodeIt w=stack[b].top();    //w is the highest label active Node.
   123 	  stack[b].pop();                    //We delete w from the stack.
   124 	
   125 	  int newlevel=2*n-2;                //In newlevel we maintain the next level of w.
   126 	
   127 	  for(OutEdgeIt e=G.template first<OutEdgeIt>(w); e.valid(); ++e) {
   128 	    NodeIt v=G.head(e);
   129 	    /*e is the Edge wv.*/
   130 
   131 	    if (flow.get(e)<capacity.get(e)) {              
   132 	      /*e is an Edge of the residual graph */
   133 
   134 	      if(level.get(w)==level.get(v)+1) {      
   135 		/*Push is allowed now*/
   136 
   137 		if (capacity.get(e)-flow.get(e) > excess.get(w)) {       
   138 		  /*A nonsaturating push.*/
   139 		  
   140 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   141 		  /*v becomes active.*/
   142 		  
   143 		  flow.set(e, flow.get(e)+excess.get(w));
   144 		  excess.set(v, excess.get(v)+excess.get(w));
   145 		  excess.set(w,0);
   146 		  //std::cout << w << " " << v <<" elore elen nonsat pump "  << std::endl;
   147 		  break; 
   148 		} else { 
   149 		  /*A saturating push.*/
   150 
   151 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   152 		  /*v becomes active.*/
   153 
   154 		  excess.set(v, excess.get(v)+capacity.get(e)-flow.get(e));
   155 		  excess.set(w, excess.get(w)-capacity.get(e)+flow.get(e));
   156 		  flow.set(e, capacity.get(e));
   157 		  //std::cout << w <<" " << v <<" elore elen sat pump "   << std::endl;
   158 		  if (excess.get(w)==0) break; 
   159 		  /*If w is not active any more, then we go on to the next Node.*/
   160 		  
   161 		} // if (capacity.get(e)-flow.get(e) > excess.get(w))
   162 	      } // if (level.get(w)==level.get(v)+1)
   163 	    
   164 	      else {newlevel = newlevel < level.get(v) ? newlevel : level.get(v);}
   165 	    
   166 	    } //if (flow.get(e)<capacity.get(e))
   167 	 
   168 	  } //for(OutEdgeIt e=G.first_OutEdge(w); e.valid(); ++e) 
   169 	  
   170 
   171 
   172 	  for(InEdgeIt e=G.template first<InEdgeIt>(w); e.valid(); ++e) {
   173 	    NodeIt v=G.tail(e);
   174 	    /*e is the Edge vw.*/
   175 
   176 	    if (excess.get(w)==0) break;
   177 	    /*It may happen, that w became inactive in the first 'for' cycle.*/		
   178   
   179 	    if(flow.get(e)>0) {             
   180 	      /*e is an Edge of the residual graph */
   181 
   182 	      if(level.get(w)==level.get(v)+1) {  
   183 		/*Push is allowed now*/
   184 		
   185 		if (flow.get(e) > excess.get(w)) { 
   186 		  /*A nonsaturating push.*/
   187 		  
   188 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   189 		  /*v becomes active.*/
   190 
   191 		  flow.set(e, flow.get(e)-excess.get(w));
   192 		  excess.set(v, excess.get(v)+excess.get(w));
   193 		  excess.set(w,0);
   194 		  //std::cout << v << " " << w << " vissza elen nonsat pump "     << std::endl;
   195 		  break; 
   196 		} else {                                               
   197 		  /*A saturating push.*/
   198 		  
   199 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   200 		  /*v becomes active.*/
   201 		  
   202 		  flow.set(e,0);
   203 		  excess.set(v, excess.get(v)+flow.get(e));
   204 		  excess.set(w, excess.get(w)-flow.get(e));
   205 		  //std::cout << v <<" " << w << " vissza elen sat pump "     << std::endl;
   206 		  if (excess.get(w)==0) { break;}
   207 		} //if (flow.get(e) > excess.get(v)) 
   208 	      } //if(level.get(w)==level.get(v)+1)
   209 	      
   210 	      else {newlevel = newlevel < level.get(v) ? newlevel : level.get(v);}
   211 	      //std::cout << "Leveldecrease of Node " << w << " to " << newlevel << std::endl; 
   212 
   213 	    } //if (flow.get(e)>0)
   214 
   215 	  } //for in-Edge
   216 
   217 
   218 
   219 
   220 	  /*
   221 	    Relabel
   222 	  */
   223 	  if (excess.get(w)>0) {
   224 	    /*Now newlevel <= n*/
   225 
   226 	    int l=level.get(w);	        //l is the old level of w.
   227 	    --numb[l];
   228 	   
   229 	    if (newlevel == n) {
   230 	      level.set(w,n);
   231 	      
   232 	    } else {
   233 	      
   234 	      if (numb[l]) {
   235 		/*If the level of w remains nonempty.*/
   236 		
   237 		level.set(w,++newlevel);
   238 		++numb[newlevel];
   239 		stack[newlevel].push(w);
   240 		b=newlevel;
   241 	      } else { 
   242 		/*If the level of w gets empty.*/
   243 	      
   244 		for (EachNodeIt v=G.template first<EachNodeIt>(); v.valid() ; ++v) {
   245 		  if (level.get(v) >= l ) { 
   246 		    level.set(v,n);  
   247 		  }
   248 		}
   249 		
   250 		for (int i=l+1 ; i!=n ; ++i) numb[i]=0; 
   251 	      } //if (numb[l])
   252 	
   253 	    } // if (newlevel = n)
   254 	 
   255 	  } // if (excess.get(w)>0)
   256 
   257 
   258 	} //else
   259        
   260       } //while(b)
   261 
   262       value=excess.get(t);
   263       /*Max flow value.*/
   264       
   265 
   266 
   267       /*
   268 	We find an empty level, e. The Nodes above this level give 
   269 	a minimum cut.
   270       */
   271       
   272       int e=1;
   273       
   274       while(e) {
   275 	if(numb[e]) ++e;
   276 	else break;
   277       } 
   278       for (EachNodeIt v=G.template first<EachNodeIt>(); v.valid(); ++v) {
   279 	if (level.get(v) > e) mincutvector.set(v, true);
   280       }
   281       
   282 
   283     } // void run()
   284 
   285 
   286 
   287     /*
   288       Returns the maximum value of a flow.
   289      */
   290 
   291     T maxflow() {
   292       return value;
   293     }
   294 
   295 
   296 
   297     /*
   298       Returns a minimum cut.
   299     */
   300     
   301     typename Graph::NodeMap<bool> mincut() {
   302       return mincutvector;
   303     }
   304     
   305 
   306   };
   307 }//namespace marci
   308 #endif 
   309 
   310 
   311 
   312 
   313