Sorting It All Out(拓扑排序)
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Sorting It All Out
Time Limit: 1000MS Memory Limit: 10000KTotal Submissions: 33626 Accepted: 11753
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.
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 6A<BA<CB<CC<DB<DA<B3 2A<BB<A26 1A<Z0 0
Sample Output
Sorted sequence determined after 4 relations: ABCD.Inconsistency found after 2 relations.Sorted sequence cannot be determined.
Source
East Central North America 2001
这题典型的拓扑排序,但是有点变化。
题目样例的三种输出分别是:
1. 在第x个关系中可以唯一的确定排序,并输出。
2. 在第x个关系中发现了有回环(Inconsisitency矛盾)
3.全部关系都没有发现上面两种情况,输出第3种.
那么对于给定的m个关系,一个个的读进去,每读进去一次就要进行一次拓扑排序,如果发现情况1和情况2,那么就不用再考虑后面的那些关系了,但是还要继续读完后面的关系(但不处理)。如果读完了所有关系,还没有出现情况1和情况2,那么就输出情况3.
拓扑排序有两种方法,一种是算法导论上的,一种是用贪心的思想,这题用贪心的思想做更好。
贪心的做法:
1. 找到所有入度为0的点, 加入队列Q
2.取出队列Q的一个点,把以这个点为起点,所有它的终点的入度都减1. 如果这个过程中发现经过减1后入度变为0的,把这个点加入队列Q。
3.重复步骤2,直到Q为空。
这个过程中,如果同时有多个点的入度为0,说明不能唯一确定关系。
如果结束之后,所得到的经过排序的点少于点的总数,那么说明有回环。
题目还需要注意的一点:如果边(u,v)之前已经输入过了,那么之后这条边都不再加入。
#include <iostream>#include <cstdio>#include <stack>#include <cstdlib>#include <cstring>using namespace std;int n,m;int mp[110][110],in[110],list[110],tm[110];//list数组存储输出的字母,mp[i][j]=1则存在关系且i<jint toopsort(){ stack<int>s; while(!s.empty()) { s.pop(); } int flag=0,j=0; memcpy(tm,in,sizeof(in)); for(int i=0;i<n;i++) { if(tm[i]==0) { s.push(i);//找出入度为0得点即为起始点 } } while(!s.empty()) { if(s.size()>1)//如果入度为零得点有很多,则很多点还没涉及到还处于初始化中,为1时才只有一个起始点 { flag=1;//不能确定关系则要继续进行 } int t=s.top(); s.pop(); list[j++]=t; for(int i=0;i<n;i++) { if(mp[t][i])//t和i有关系 { if(--tm[i]==0)//存储入度为0得点 { s.push(i); } } } } if(j!=n)//如果j>n则说明有环,应为处理完后加上初始化的入度为0得点应为n个 return 1; else if(flag)//无法确定关系继续 return 2; else return 0;//既没有环又没有不能确定关系的则完成}int main(){ int flag1,flag2; char x,y; while(~scanf("%d%d",&n,&m)&&n&&m) { getchar(); flag1=0; flag2=0; memset(mp,0,sizeof(mp)); memset(in,0,sizeof(in)); for(int i=1;i<=m;i++) { scanf("%c<%c",&x,&y);//即使有了结果也要保证全部输入完成 getchar(); if(!flag1&&!flag2)//用两个标记变量来确定 { if(mp[y-'A'][x-'A']==1)//xY和Yx都有 { printf("Inconsistency found after %d relations.",i); flag1=1; continue; } if(mp[x-'A'][y-'A']==0) { mp[x-'A'][y-'A']=1; in[y-'A']++; } int tmp=toopsort(); if(tmp==1) { printf("Inconsistency found after %d relations.",i); flag1=1; } else if(tmp==0) { flag2=1; printf("Sorted sequence determined after %d relations: ",i); for(int j=0;j<n;j++) { printf("%c",list[j]+'A'); } printf("."); } } } if(!flag1&&!flag2)//剩下的情况就是无法判定了 { printf("Sorted sequence cannot be determined."); } printf("\n"); } return 0;}
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