【原】 POJ 1094 Sorting It All Out 拓扑排序 解题报告

 

http://poj.org/problem?id=1094

 

方法:
每加入一条边就进行一次拓扑排序,从而找到符合条件的最少边数
拓扑排序的基本思想就是依次找到图中入度为0的节点,将该节点和其对应的边删除,这样就使得它的邻接节点的入度-1。反复循环这样做直到所有节点都从图中删除(都被编上拓扑编号),或者因为有环所以还剩下某些节点未被删除

 

Description

An ascending sorted sequence of distinct values is one in which some form of a less-than operator is used to order the elements from smallest to largest. For example, the sorted sequence A, B, C, D implies that A < B, B < C and C < D. in this problem, we will give you a set of relations of the form A < B and ask you to determine whether a sorted order has been specified or not.

Input

Input consists of multiple problem instances. Each instance starts with a line containing two positive integers n and m. the first value indicated the number of objects to sort, where 2 <= n <= 26. The objects to be sorted will be the first n characters of the uppercase alphabet. The second value m indicates the number of relations of the form A < B which will be given in this problem instance. Next will be m lines, each containing one such relation consisting of three characters: an uppercase letter, the character "<" and a second uppercase letter. No letter will be outside the range of the first n letters of the alphabet. Values of n = m = 0 indicate end of input.

Output

For each problem instance, output consists of one line. This line should be one of the following three:
Sorted sequence determined after xxx relations: yyy...y.
Sorted sequence cannot be determined.
Inconsistency found after xxx relations.
where xxx is the number of relations processed at the time either a sorted sequence is determined or an inconsistency is found, whichever comes first, and yyy...y is the sorted, ascending sequence.

Sample Input

4 6

A<B

A<C

B<C

C<D

B<D

A<B

3 2

A<B

B<A

26 1

A<Z

0 0

Sample Output

Sorted sequence determined after 4 relations: ABCD.

Inconsistency found after 2 relations.

Sorted sequence cannot be determined.

   1:  
   2: #include <stdio.h>
   3: #include <iostream>
   4: #include <queue>
   5: #include <set>
   6: #include <vector>
   7: #include <string>
   8: #include <fstream>
   9:  
  10: using namespace std ;
  11:  
  12: const int N=26 ;
  13: typedef vector< vector<char> > Graph ;
  14:  
  15: void run1094()
  16: {
  17:     //ifstream in("in.txt") ;
  18:  
  19:     Graph G ;
  20:     set<char> vertexSet ;
  21:  
  22:     int n,m ;
  23:     int relnum ;
  24:     int i,cnt ;
  25:     bool sucFlag,cyFlag,notdeterFlag ;
  26:     char s,t,vertex ;
  27:     
  28:     set<char>::iterator sIter ;
  29:     vector<char>::iterator vIter ;
  30:  
  31:     //while( scanf( "%d%d", &n,&m ) && n!= 0 )
  32:     while(cin>>n>>m && n!=0)
  33:     {
  34:         vertexSet.clear() ;  //一定注意使用容器前要clear
  35:         G.clear() ;
  36:         G.resize(N) ;
  37:         string *relation = new string[m] ;
  38:         int indegree[N] = {0} ;
  39:         int tmpIndegree[N]= {0} ;
  40:         char topnum[N] = {0} ;
  41:  
  42:         sucFlag = false ;
  43:         cyFlag = false ;
  44:  
  45:         i = 0 ;
  46:         while( i < m )
  47:             cin>>relation[i++] ;
  48:  
  49:         //对关系数从1~m枚举,每次往图中增加一条边而得到一个新图,对该图拓扑排序以找到符合条件的最小的关系数(边数)
  50:         for( relnum=1 ; relnum<=m ; ++relnum )
  51:         {
  52:             notdeterFlag = false ;  //***每次循环需要将其初始化
  53:  
  54:             queue<char> Q ;
  55:             for( i=0 ; i<n ; ++i )
  56:                 topnum[i] = 0 ;
  57:  
  58:             //得到此时的图的邻接表,vertexSet中存放的是当前图中的节点
  59:             s = relation[relnum-1][0] ;
  60:             t = relation[relnum-1][2] ;
  61:             vertexSet.insert(s) ;
  62:             vertexSet.insert(t) ;
  63:             G[s-'A'].push_back(t) ;  //更新邻接表
  64:             ++indegree[t-'A'] ;      //更新indegree
  65:  
  66:             for( i=0 ; i<N ; ++i )
  67:                 tmpIndegree[i] = indegree[i] ;  //复制此时的indegree,因为需要改变此数组
  68:  
  69:             //找到初始时入度为0的vertex
  70:             for( sIter=vertexSet.begin() ; sIter!=vertexSet.end() ; ++sIter )
  71:             {
  72:                 if( tmpIndegree[*sIter-'A']==0 )
  73:                     Q.push(*sIter) ;
  74:             }
  75:             //任何时刻当入度为0的vertex多于1个时,则拓扑排序的结果不唯一
  76:             //此时将notdeterFlag置为true表示该暂时图的拓扑结果不唯一
  77:             if( Q.size() > 1 )
  78:                 notdeterFlag = true ;
  79:  
  80:             //循环进行拓扑排序
  81:             cnt = 0 ;
  82:             while( !Q.empty() )
  83:             {
  84:                 vertex = Q.front() ;
  85:                 Q.pop() ;
  86:                 topnum[cnt++] = vertex ;  //分配拓扑排序编号
  87:  
  88:                 //将需要从图中删除的节点的边也删除掉,这意味着它的所有邻接点的入度-1
  89:                 for( vIter=G[vertex-'A'].begin() ; vIter!=G[vertex-'A'].end() ; ++vIter )
  90:                 {
  91:                     //所有邻接点的入度-1,并将入度减为0的节点入队等待分配拓扑排序编号
  92:                     if( --tmpIndegree[*vIter-'A'] == 0 )
  93:                         Q.push(*vIter) ;
  94:                 }
  95:                 //任何时刻当入度为0的vertex多于1个时,则拓扑排序的结果不唯一
  96:                 if( Q.size() > 1 )
  97:                     notdeterFlag = true ;
  98:             }
  99:  
 100:             //若该暂时图所有节点还没有全部被排序,就已经找不出入度为0的节点了,则证明该图有环
 101:             //跳出判断循环并输出结果“有环”
 102:             if( cnt!=vertexSet.size() )
 103:             {
 104:                 cyFlag = true ;
 105:                 break ;
 106:             }
 107:  
 108:             //若该图已被排序,并且排序结果唯一(由notdeterFlag为false决定)
 109:             //同时被排序的节点数等于完整图中的所有节点的个数
 110:             //跳出判断循环并输出结果“可以唯一地排序”
 111:             if( !notdeterFlag && cnt==n )
 112:             {
 113:                 sucFlag = true ;
 114:                 break ;
 115:             }
 116:         }
 117:         delete []relation ;
 118:  
 119:         if( sucFlag )
 120:         {
 121:             printf( "Sorted sequence determined after %d relations: " , relnum );
 122:             for( i=0 ; i<n ; ++i )
 123:                 printf( "%c" , topnum[i] ) ;  //输出char用%c
 124:             printf( ".\n" ) ;
 125:         }
 126:         else if( cyFlag )
 127:             printf( "Inconsistency found after %d relations.\n" , relnum ) ;
 128:         else if( notdeterFlag )
 129:             printf( "Sorted sequence cannot be determined.\n" ) ;        
 130:     }
 131: }

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