src/work/jacint/preflow_push_max_flow.h
author alpar
Tue, 17 Feb 2004 13:26:44 +0000
changeset 92 a7f9e2fda93a
parent 83 efafe79a88d3
child 97 a5127ecb2914
permissions -rw-r--r--
.
     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<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 <reverse_bfs.h>
    30 
    31 
    32 namespace marci {
    33 
    34   template <typename Graph, typename T>
    35   class preflow_push_max_flow {
    36     
    37     typedef typename Graph::NodeIt NodeIt;
    38     typedef typename Graph::EachNodeIt EachNodeIt;
    39     typedef typename Graph::OutEdgeIt OutEdgeIt;
    40     typedef typename Graph::InEdgeIt InEdgeIt;
    41     
    42     Graph& G;
    43     NodeIt s;
    44     NodeIt t;
    45     typename Graph::EdgeMap<T>& capacity; 
    46     T value;
    47     typename Graph::NodeMap<bool> mincutvector;    
    48 
    49 
    50      
    51   public:
    52         
    53     preflow_push_max_flow ( Graph& _G, NodeIt _s, NodeIt _t, 
    54 			    typename Graph::EdgeMap<T>& _capacity) : 
    55       G(_G), s(_s), t(_t), capacity(_capacity), mincutvector(_G, false) { }
    56 
    57 
    58     /*
    59       The run() function runs a modified version of the 
    60       highest label preflow-push, which only 
    61       finds a maximum preflow, hence giving the value of a maximum flow.
    62     */
    63     void run() {
    64  
    65       typename Graph::EdgeMap<T> flow(G, 0); 
    66       typename Graph::NodeMap<int> level(G);   
    67       typename Graph::NodeMap<T> excess(G);    
    68             
    69       int n=G.nodeNum();                       
    70       int b=n-2; 
    71       /*
    72 	b is a bound on the highest level of an active Node. 
    73 	In the beginning it is at most n-2.
    74       */
    75       
    76       std::vector<int> numb(n);     //The number of Nodes on level i < n.
    77       std::vector<std::stack<NodeIt> > stack(2*n-1);    
    78       //Stack of the active Nodes in level i.
    79 
    80       /*Reverse_bfs from t, to find the starting level.*/
    81       reverse_bfs<Graph> bfs(G, t);
    82       bfs.run();
    83       for(EachNodeIt v=G.template first<EachNodeIt>(); v.valid(); ++v) 
    84 	{
    85 	  int dist=bfs.dist(v);
    86 	  level.set(v, dist); 
    87 	  ++numb[dist];
    88 	}
    89 
    90       level.set(s,n);
    91 
    92       /* Starting flow. It is everywhere 0 at the moment. */
    93       for(OutEdgeIt e=G.template first<OutEdgeIt>(s); e.valid(); ++e) 
    94 	{
    95 	  if ( capacity.get(e) > 0 ) {
    96 	    NodeIt w=G.head(e);
    97 	    flow.set(e, capacity.get(e)); 
    98 	    stack[level.get(w)].push(w); 
    99 	    excess.set(w, excess.get(w)+capacity.get(e));
   100 	  }
   101 	}
   102 
   103       /* 
   104 	 End of preprocessing 
   105       */
   106 
   107 
   108 
   109       /*
   110 	Push/relabel on the highest level active Nodes.
   111       */
   112 	
   113       /*While there exists an active Node.*/
   114       while (b) { 
   115 
   116 	/*We decrease the bound if there is no active node of level b.*/
   117 	if (stack[b].empty()) {
   118 	  --b;
   119 	} else {
   120 
   121 	  NodeIt w=stack[b].top();    //w is the highest label active Node.
   122 	  stack[b].pop();                    //We delete w from the stack.
   123 	
   124 	  int newlevel=2*n-2;                //In newlevel we maintain the next level of w.
   125 	
   126 	  for(OutEdgeIt e=G.template first<OutEdgeIt>(w); e.valid(); ++e) {
   127 	    NodeIt v=G.head(e);
   128 	    /*e is the Edge wv.*/
   129 
   130 	    if (flow.get(e)<capacity.get(e)) {              
   131 	      /*e is an Edge of the residual graph */
   132 
   133 	      if(level.get(w)==level.get(v)+1) {      
   134 		/*Push is allowed now*/
   135 
   136 		if (capacity.get(e)-flow.get(e) > excess.get(w)) {       
   137 		  /*A nonsaturating push.*/
   138 		  
   139 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   140 		  /*v becomes active.*/
   141 		  
   142 		  flow.set(e, flow.get(e)+excess.get(w));
   143 		  excess.set(v, excess.get(v)+excess.get(w));
   144 		  excess.set(w,0);
   145 		  //std::cout << w << " " << v <<" elore elen nonsat pump "  << std::endl;
   146 		  break; 
   147 		} else { 
   148 		  /*A saturating push.*/
   149 
   150 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   151 		  /*v becomes active.*/
   152 
   153 		  excess.set(v, excess.get(v)+capacity.get(e)-flow.get(e));
   154 		  excess.set(w, excess.get(w)-capacity.get(e)+flow.get(e));
   155 		  flow.set(e, capacity.get(e));
   156 		  //std::cout << w <<" " << v <<" elore elen sat pump "   << std::endl;
   157 		  if (excess.get(w)==0) break; 
   158 		  /*If w is not active any more, then we go on to the next Node.*/
   159 		  
   160 		} // if (capacity.get(e)-flow.get(e) > excess.get(w))
   161 	      } // if (level.get(w)==level.get(v)+1)
   162 	    
   163 	      else {newlevel = newlevel < level.get(v) ? newlevel : level.get(v);}
   164 	    
   165 	    } //if (flow.get(e)<capacity.get(e))
   166 	 
   167 	  } //for(OutEdgeIt e=G.first_OutEdge(w); e.valid(); ++e) 
   168 	  
   169 
   170 
   171 	  for(InEdgeIt e=G.template first<InEdgeIt>(w); e.valid(); ++e) {
   172 	    NodeIt v=G.tail(e);
   173 	    /*e is the Edge vw.*/
   174 
   175 	    if (excess.get(w)==0) break;
   176 	    /*It may happen, that w became inactive in the first 'for' cycle.*/		
   177   
   178 	    if(flow.get(e)>0) {             
   179 	      /*e is an Edge of the residual graph */
   180 
   181 	      if(level.get(w)==level.get(v)+1) {  
   182 		/*Push is allowed now*/
   183 		
   184 		if (flow.get(e) > excess.get(w)) { 
   185 		  /*A nonsaturating push.*/
   186 		  
   187 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   188 		  /*v becomes active.*/
   189 
   190 		  flow.set(e, flow.get(e)-excess.get(w));
   191 		  excess.set(v, excess.get(v)+excess.get(w));
   192 		  excess.set(w,0);
   193 		  //std::cout << v << " " << w << " vissza elen nonsat pump "     << std::endl;
   194 		  break; 
   195 		} else {                                               
   196 		  /*A saturating push.*/
   197 		  
   198 		  if (excess.get(v)==0 && v != s) stack[level.get(v)].push(v); 
   199 		  /*v becomes active.*/
   200 		  
   201 		  flow.set(e,0);
   202 		  excess.set(v, excess.get(v)+flow.get(e));
   203 		  excess.set(w, excess.get(w)-flow.get(e));
   204 		  //std::cout << v <<" " << w << " vissza elen sat pump "     << std::endl;
   205 		  if (excess.get(w)==0) { break;}
   206 		} //if (flow.get(e) > excess.get(v)) 
   207 	      } //if(level.get(w)==level.get(v)+1)
   208 	      
   209 	      else {newlevel = newlevel < level.get(v) ? newlevel : level.get(v);}
   210 	      //std::cout << "Leveldecrease of Node " << w << " to " << newlevel << std::endl; 
   211 
   212 	    } //if (flow.get(e)>0)
   213 
   214 	  } //for in-Edge
   215 
   216 
   217 
   218 
   219 	  /*
   220 	    Relabel
   221 	  */
   222 	  if (excess.get(w)>0) {
   223 	    /*Now newlevel <= n*/
   224 
   225 	    int l=level.get(w);	        //l is the old level of w.
   226 	    --numb[l];
   227 	   
   228 	    if (newlevel == n) {
   229 	      level.set(w,n);
   230 	      
   231 	    } else {
   232 	      
   233 	      if (numb[l]) {
   234 		/*If the level of w remains nonempty.*/
   235 		
   236 		level.set(w,++newlevel);
   237 		++numb[newlevel];
   238 		stack[newlevel].push(w);
   239 		b=newlevel;
   240 	      } else { 
   241 		/*If the level of w gets empty.*/
   242 	      
   243 		for (EachNodeIt v=G.template first<EachNodeIt>(); v.valid() ; ++v) {
   244 		  if (level.get(v) >= l ) { 
   245 		    level.set(v,n);  
   246 		  }
   247 		}
   248 		
   249 		for (int i=l+1 ; i!=n ; ++i) numb[i]=0; 
   250 	      } //if (numb[l])
   251 	
   252 	    } // if (newlevel = n)
   253 	 
   254 	  } // if (excess.get(w)>0)
   255 
   256 
   257 	} //else
   258        
   259       } //while(b)
   260 
   261       value=excess.get(t);
   262       /*Max flow value.*/
   263       
   264 
   265 
   266       /*
   267 	We find an empty level, e. The Nodes above this level give 
   268 	a minimum cut.
   269       */
   270       
   271       int e=1;
   272       
   273       while(e) {
   274 	if(numb[e]) ++e;
   275 	else break;
   276       } 
   277       for (EachNodeIt v=G.template first<EachNodeIt>(); v.valid(); ++v) {
   278 	if (level.get(v) > e) mincutvector.set(v, true);
   279       }
   280       
   281 
   282     } // void run()
   283 
   284 
   285 
   286     /*
   287       Returns the maximum value of a flow.
   288      */
   289 
   290     T maxflow() {
   291       return value;
   292     }
   293 
   294 
   295 
   296     /*
   297       Returns a minimum cut.
   298     */
   299     
   300     typename Graph::NodeMap<bool> mincut() {
   301       return mincutvector;
   302     }
   303     
   304 
   305   };
   306 }//namespace marci
   307 #endif 
   308 
   309 
   310 
   311 
   312