poj 2524 Ubiquitous Religions(并查集)

本文介绍了一种算法,用于解决如何通过询问学生之间的宗教信仰相似性来估算校园内不同宗教信仰的最大数量的问题。该算法利用并查集数据结构进行优化处理。

Ubiquitous Religions

Time Limit: 5000MS Memory Limit: 65536K
Total Submissions: 37330 Accepted: 17793
Description

There are so many different religions in the world today that it is difficult to keep track of them all. You are interested in finding out how many different religions students in your university believe in.

You know that there are n students in your university (0 < n <= 50000). It is infeasible for you to ask every student their religious beliefs. Furthermore, many students are not comfortable expressing their beliefs. One way to avoid these problems is to ask m (0 <= m <= n(n-1)/2) pairs of students and ask them whether they believe in the same religion (e.g. they may know if they both attend the same church). From this data, you may not know what each person believes in, but you can get an idea of the upper bound of how many different religions can be possibly represented on campus. You may assume that each student subscribes to at most one religion.
Input

The input consists of a number of cases. Each case starts with a line specifying the integers n and m. The next m lines each consists of two integers i and j, specifying that students i and j believe in the same religion. The students are numbered 1 to n. The end of input is specified by a line in which n = m = 0.
Output

For each test case, print on a single line the case number (starting with 1) followed by the maximum number of different religions that the students in the university believe in.
Sample Input

10 9
1 2
1 3
1 4
1 5
1 6
1 7
1 8
1 9
1 10
10 4
2 3
4 5
4 8
5 8
0 0
Sample Output

Case 1: 1
Case 2: 7
Hint

Huge input, scanf is recommended.


给出i,j学生信仰相同的宗教,求这些学生最多信仰多少个宗教。


#include <iostream>
#include <cstdio>
#include <map>
#include <cstring>
#include <algorithm>
using namespace std;
#define N 51111
int p[N];
map<int,bool>mp;
int fnd( int x ) { return p[x] = p[x] == x ? x : fnd( p[x] ); }
void unit( int x, int y )
{
    int u = fnd( x );
    int v = fnd( y );
    if( u != v ) p[u] = y;
}
int main()
{
    //freopen( "in.txt", "r", stdin );
    int n, m, a, b, k, sum, cas = 1;
    while( scanf( "%d%d", &n, &m ) != EOF ){
        mp.clear();
        for( int i = 0 ; i <= n ; i ++ ) p[i] = i;
        if( !n && !m ) break;
        for( int i = 0 ; i < m ; i ++ ){
            scanf( "%d%d", &a, &b );
            unit( a, b );
        }
        sum = 0;
        for( int i = 1 ; i <= n ; i ++ ){
            k = fnd( i );
            if( !mp[k] ){
                mp[k] = true;
                sum ++;
            }
        }
        printf( "Case %d: ", cas++ );
        printf( "%d\n", sum );
    }
    return 0;
}
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