src/work/jacint/preflow_push_max_flow.h
author jacint
Wed, 18 Feb 2004 21:50:45 +0000
changeset 101 d2ac583ed195
parent 85 15362fafaf1a
child 105 a3c73e9b9b2e
permissions -rw-r--r--
another heuristic
     1 // -*- C++ -*-
     2 /*
     3 preflow_push_max_flow_h
     4 by jacint. 
     5 Runs a preflow push algorithm with the modification, 
     6 that we do not push on nodes with level at least n. 
     7 Moreover, if a level gets empty, we set all nodes above that
     8 level to level n. Hence, in the end, we arrive at a maximum preflow 
     9 with value of a max flow value. An empty level gives a minimum cut.
    10 
    11 Member functions:
    12 
    13 void run() : runs the algorithm
    14 
    15   The following functions should be used after run() was already run.
    16 
    17 T maxflow() : returns the value of a maximum flow
    18 
    19 void mincut(CutMap& M) : sets M to the characteristic vector of a 
    20      minimum cut. M should be a map of bools initialized to false.
    21 
    22 */
    23 
    24 #ifndef PREFLOW_PUSH_MAX_FLOW_H
    25 #define PREFLOW_PUSH_MAX_FLOW_H
    26 
    27 #define A 1
    28 
    29 #include <algorithm>
    30 #include <vector>
    31 #include <stack>
    32 
    33 #include <reverse_bfs.h>
    34 
    35 
    36 namespace marci {
    37 
    38   template <typename Graph, typename T,  
    39     typename FlowMap=typename Graph::EdgeMap<T>, typename CapMap=typename Graph::EdgeMap<T>, 
    40     typename IntMap=typename Graph::NodeMap<int>, typename TMap=typename Graph::NodeMap<T> >
    41   class preflow_push_max_flow {
    42     
    43     typedef typename Graph::NodeIt NodeIt;
    44     typedef typename Graph::EachNodeIt EachNodeIt;
    45     typedef typename Graph::OutEdgeIt OutEdgeIt;
    46     typedef typename Graph::InEdgeIt InEdgeIt;
    47     
    48     Graph& G;
    49     NodeIt s;
    50     NodeIt t;
    51     IntMap level;
    52     CapMap& capacity;  
    53     int empty_level;    //an empty level in the end of run()
    54     T value; 
    55     
    56   public:
    57       
    58     preflow_push_max_flow(Graph& _G, NodeIt _s, NodeIt _t, CapMap& _capacity) :
    59       G(_G), s(_s), t(_t), level(_G), capacity(_capacity) { }
    60 
    61 
    62     /*
    63       The run() function runs a modified version of the 
    64       highest label preflow-push, which only 
    65       finds a maximum preflow, hence giving the value of a maximum flow.
    66     */
    67     void run() {
    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       */
    74 
    75       IntMap level(G,n);      
    76       TMap excess(G); 
    77       FlowMap flow(G,0);
    78 
    79       std::vector<int> numb(n);    
    80       /*
    81 	The number of nodes on level i < n. It is
    82 	initialized to n+1, because of the reverse_bfs-part.
    83       */
    84 
    85       std::vector<std::stack<NodeIt> > stack(n);    
    86       //Stack of the active nodes in level i.
    87 
    88 
    89       /*Reverse_bfs from t, to find the starting level.*/
    90       level.set(t,0);
    91       std::queue<NodeIt> bfs_queue;
    92       bfs_queue.push(t);
    93 
    94       while (!bfs_queue.empty()) {
    95 
    96 	NodeIt v=bfs_queue.front();	
    97 	bfs_queue.pop();
    98 	int l=level.get(v)+1;
    99 
   100 	for(InEdgeIt e=G.template first<InEdgeIt>(v); e.valid(); ++e) {
   101 	  NodeIt w=G.tail(e);
   102 	  if ( level.get(w) == n ) {
   103 	    bfs_queue.push(w);
   104 	    ++numb[l];
   105 	    level.set(w, l);
   106 	  }
   107 	}
   108       }
   109 	
   110       level.set(s,n);
   111 
   112 
   113 
   114       /* Starting flow. It is everywhere 0 at the moment. */     
   115       for(OutEdgeIt e=G.template first<OutEdgeIt>(s); e.valid(); ++e) 
   116 	{
   117 	  if ( capacity.get(e) == 0 ) continue;
   118 	  NodeIt w=G.head(e);
   119 	  if ( level.get(w) < n ) {	  
   120 	    if ( excess.get(w) == 0 && w!=t ) stack[level.get(w)].push(w); 
   121 	    flow.set(e, capacity.get(e)); 
   122 	    excess.set(w, excess.get(w)+capacity.get(e));
   123 	  }
   124 	}
   125       
   126       /* 
   127 	 End of preprocessing 
   128       */
   129 
   130 
   131       /*
   132 	Push/relabel on the highest level active nodes.
   133       */
   134       /*While there exists an active node.*/
   135       while (b) { 
   136 	if ( stack[b].empty() ) { 
   137 	  --b;
   138 	  continue;
   139 	} 
   140 	
   141 	NodeIt w=stack[b].top();        //w is a highest label active node.
   142 	stack[b].pop();           
   143 	int lev=level.get(w);
   144 	int exc=excess.get(w);
   145 	int newlevel=2*n-2;      //In newlevel we bound the next level of w.
   146 	
   147 	//  if ( level.get(w) < n ) { //Nem tudom ez mukodik-e
   148 	  for(OutEdgeIt e=G.template first<OutEdgeIt>(w); e.valid(); ++e) {
   149 	    
   150 	    if ( flow.get(e) == capacity.get(e) ) continue; 
   151 	    NodeIt v=G.head(e);            
   152 	    //e=wv	    
   153 	    
   154 	    if( lev > level.get(v) ) {      
   155 	      /*Push is allowed now*/
   156 	      
   157 	      if ( excess.get(v)==0 && v != s && v !=t ) 
   158 		stack[level.get(v)].push(v); 
   159 	      /*v becomes active.*/
   160 	      
   161 	      int cap=capacity.get(e);
   162 	      int flo=flow.get(e);
   163 	      int remcap=cap-flo;
   164 	      
   165 	      if ( remcap >= exc ) {       
   166 		/*A nonsaturating push.*/
   167 		
   168 		flow.set(e, flo+exc);
   169 		excess.set(v, excess.get(v)+exc);
   170 		exc=0;
   171 		break; 
   172 		
   173 	      } else { 
   174 		/*A saturating push.*/
   175 		
   176 		flow.set(e, cap );
   177 		excess.set(v, excess.get(v)+remcap);
   178 		exc-=remcap;
   179 	      }
   180 	    } else if ( newlevel > level.get(v) ) newlevel = level.get(v);
   181 	    
   182 	  } //for out edges wv 
   183 	
   184 	
   185 	if ( exc > 0 ) {	
   186 	  for( InEdgeIt e=G.template first<InEdgeIt>(w); e.valid(); ++e) {
   187 	    
   188 	    if( flow.get(e) == 0 ) continue; 
   189 	    NodeIt v=G.tail(e);  
   190 	    //e=vw
   191 	    
   192 	    if( lev > level.get(v) ) {  
   193 	      /*Push is allowed now*/
   194 	      
   195 	      if ( excess.get(v)==0 && v != s && v !=t) 
   196 		stack[level.get(v)].push(v); 
   197 	      /*v becomes active.*/
   198 	      
   199 	      int flo=flow.get(e);
   200 	      
   201 	      if ( flo >= exc ) { 
   202 		/*A nonsaturating push.*/
   203 		
   204 		flow.set(e, flo-exc);
   205 		excess.set(v, excess.get(v)+exc);
   206 		exc=0;
   207 		break; 
   208 	      } else {                                               
   209 		/*A saturating push.*/
   210 		
   211 		excess.set(v, excess.get(v)+flo);
   212 		exc-=flo;
   213 		flow.set(e,0);
   214 	      }  
   215 	    } else if ( newlevel > level.get(v) ) newlevel = level.get(v);
   216 	    
   217 	  } //for in edges vw
   218 	  
   219 	} // if w still has excess after the out edge for cycle
   220 	
   221 	excess.set(w, exc);
   222 	
   223 	
   224 	/*
   225 	  Relabel
   226 	*/
   227 	  
   228 	if ( exc > 0 ) {
   229 	  //now 'lev' is the old level of w
   230 	  level.set(w,++newlevel);
   231 	  --numb[lev];
   232 	    
   233 	  if ( !numb[lev] && lev < A*n ) {  //If the level of w gets empty. 
   234 	      
   235 	    for (EachNodeIt v=G.template first<EachNodeIt>(); v.valid() ; ++v) {
   236 	      if (level.get(v) > lev ) level.set(v,n);  
   237 	    }
   238 	    for (int i=lev+1 ; i!=n ; ++i) numb[i]=0; 
   239 	    if ( newlevel < n ) newlevel=n; 
   240 	  } else if ( newlevel < n ) {
   241 	    ++numb[newlevel]; 
   242 	    stack[newlevel].push(w);
   243 	    b=newlevel;
   244 	  }
   245 	}
   246 
   247 
   248 
   249       } //while(b)
   250 
   251       value=excess.get(t);
   252       /*Max flow value.*/
   253       
   254 
   255       /* 
   256 	 We count empty_level. The nodes above this level is a mincut.
   257       */
   258       while(true) {
   259 	if(numb[empty_level]) ++empty_level;
   260 	else break;
   261       } 
   262       
   263     } // void run()
   264 
   265 
   266 
   267     /*
   268       Returns the maximum value of a flow.
   269      */
   270 
   271     T maxflow() {
   272       return value;
   273     }
   274 
   275 
   276 
   277     /*
   278       Returns a minimum cut.
   279     */    
   280     template<typename CutMap>
   281     void mincut(CutMap& M) {
   282 
   283       for (EachNodeIt v=G.template first<EachNodeIt>(); v.valid(); ++v) {
   284 	if ( level.get(v) > empty_level ) M.set(v, true);
   285       }
   286     }
   287 
   288 
   289   };
   290 }//namespace marci
   291 #endif 
   292 
   293 
   294 
   295 
   296