Courses HDU - 1083 (HK)

本文探讨了在一组学生和课程中,如何通过算法确定是否能形成一个委员会,该委员会由恰好P名代表不同课程的学生组成,且每门课程都有其代表。文章详细介绍了使用图算法来解决这一问题的方法,并提供了完整的代码实现。

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Courses

 HDU - 1083 

Consider a group of N students and P courses. Each student visits zero, one or more than one courses. Your task is to determine whether it is possible to form a committee of exactly P students that satisfies simultaneously the conditions: 

. every student in the committee represents a different course (a student can represent a course if he/she visits that course) 

. each course has a representative in the committee 

Your program should read sets of data from a text file. The first line of the input file contains the number of the data sets. Each data set is presented in the following format: 

P N 
Count1 Student1 1 Student1 2 ... Student1 Count1 
Count2 Student2 1 Student2 2 ... Student2 Count2 
...... 
CountP StudentP 1 StudentP 2 ... StudentP CountP 

The first line in each data set contains two positive integers separated by one blank: P (1 <= P <= 100) - the number of courses and N (1 <= N <= 300) - the number of students. The next P lines describe in sequence of the courses . from course 1 to course P, each line describing a course. The description of course i is a line that starts with an integer Count i (0 <= Count i <= N) representing the number of students visiting course i. Next, after a blank, you'll find the Count i students, visiting the course, each two consecutive separated by one blank. Students are numbered with the positive integers from 1 to N. 

There are no blank lines between consecutive sets of data. Input data are correct. 

The result of the program is on the standard output. For each input data set the program prints on a single line "YES" if it is possible to form a committee and "NO" otherwise. There should not be any leading blanks at the start of the line. 

An example of program input and output:

Input

2
3 3
3 1 2 3
2 1 2
1 1
3 3
2 1 3
2 1 3
1 1

Output

YES
NO 

Sample Input

2
3 3
3 1 2 3
2 1 2
1 1
3 3
2 1 3
2 1 3
1 1

Sample Output

YES
NO 
#include <algorithm>
#include <iostream>
#include <cstring>
#include <string>
#include <queue>
#include <cstdio>
#include <cmath>
#include <vector>
using namespace std;
const int N = 333;
const int INF = 0x3f3f3f3f;
int mx[N], my[N], dx[N], dy[N], in[N], dis;
vector<int> g[N];

bool bfs(int n) {
	
	memset(dx, -1, sizeof(dx));
	memset(dy, -1, sizeof(dy));
	queue<int> q;
	for (int i = 1; i <= n; ++i) {
		if (!mx[i]) dx[i] = 0, q.push(i); 
	}
	dis = INF;
	while (!q.empty()) {
		int u = q.front(); q.pop();
		if (dx[u] > dis) break;
		int m = g[u].size();
		for (int i = 0; i < m; ++i) {
			int v =  g[u][i];
			if (dy[v] == -1) {
				dy[v] = dx[u] + 1;
				if (!my[v]) dis = dy[v];
				else {
					dx[my[v]] = dy[v] + 1;
					q.push(my[v]);
				}
			}
		}
	}
	return dis != INF;
}

int dfs(int u) {
	int m = g[u].size();
	for (int i = 0; i < m; ++i) {
		int v = g[u][i];
		if (!in[v] && dy[v] == dx[u] + 1) {
			in[v] = 1;
			if (my[v] && dy[v] == dis) continue;
			if (!my[v] || dfs(my[v])) {
				my[v] = u;
				mx[u] = v;
				return 1;
			}
		}
	}
	return 0;
}

int main () {
	
	int t;
	scanf ("%d", &t);
	while (t--) {
		int p, n;
		scanf ("%d %d", &p, &n);
		for (int i = 1; i <= p; ++i) g[i].clear();
		for (int i = 1; i <= p; ++i) {
			int m, v;
			scanf ("%d", &m);
			for (int j = 1; j <= m; ++j) {
				scanf ("%d", &v);
				g[i].push_back(v);
			}
		}
		int ans = 0;
		memset(mx, 0, sizeof(mx));
		memset(my, 0, sizeof(my));
		while (bfs(p)) {
			memset(in, 0, sizeof(in));
			for (int i = 1; i <= p; ++i) {
				if (!mx[i] && dfs(i)) ++ans;
			}
		}
		if (ans != p) puts("NO");
		else puts("YES"); 
	}
	
	return 0;
} 

 

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