uva 12083 Guardian of Decency (二分图匹配)

本文介绍了一个基于UVA12083题目的情侣匹配问题,通过设定特定规则避免学生在旅行中形成情侣关系。采用二分图匹配算法解决最大匹配问题,最终确定能够参与旅行的最大学生数量。

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uva 12083 Guardian of Decency

Description
Frank N. Stein is a very conservative high-school teacher. He wants to take some of his students on an excursion, but he is afraid that some of them might become couples. While you can never exclude this possibility, he has made some rules that he thinks indicates a low probability two persons will become a couple:

Their height differs by more than 40 cm.
They are of the same sex.
Their preferred music style is different.
Their favourite sport is the same (they are likely to be fans of different teams and that would result in fighting). 

So, for any two persons that he brings on the excursion, they must satisfy at least one of the requirements above. Help him find the maximum number of persons he can take, given their vital information.

Input
The first line of the input consists of an integer T ≤ 100 giving the number of test cases. The first line of each test case consists of an integer N ≤ 500 giving the number of pupils. Next there will be one line for each pupil consisting of four space-separated data items:

an integer h giving the height in cm;
a character 'F' for female or 'M' for male;
a string describing the preferred music style;
a string with the name of the favourite sport. 

No string in the input will contain more than 100 characters, nor will any string contain any whitespace.

Output
For each test case in the input there should be one line with an integer giving the maximum number of eligible pupils.

Sample Input

2
4
35 M classicism programming
0 M baroque skiing
43 M baroque chess
30 F baroque soccer
8
27 M romance programming
194 F baroque programming
67 M baroque ping-pong
51 M classicism programming
80 M classicism Paintball
35 M baroque ping-pong
39 F romance ping-pong
110 M romance Paintball

Sample Output

3
7

题目大意:Frank是一个思想有些保守的老师。有一次,他需要带一些学生出去旅游,但又怕其中有一些学生在旅途中萌生爱意。为了降低这种事情发生的概率,他决定确保带出去的任意两个学生至少要满足下面4条中的一条:
1)身高相差大于40厘米。
2)性别相同。
3)最喜欢的音乐属于不同的类型。
4)最喜欢的体育比赛相同。
你的任务是帮助Frank挑选尽量多的学生,使得任意两个学生至少满足上述条件中的一条。
解题思路:将可以匹配的男女建边,然后就是一个二分图匹配问题。最后用n减去求出的最大的匹配,就是答案。
#include <cstdio>
#include <cstring>
#include <algorithm>
#include <cmath>
#include <cstdlib>
using namespace std;

typedef long long ll;
const int N = 505;
const int M = 250005;
struct Node {  
    int height, id;  
    char sex[5], music[105], sport[105];  
}stu[N];  
int n, e, ans;
int head[N], pnt[M], Next[M], rec[N];  
bool S[N], T[N];  

void init() {
    e = 0;  
    memset(head, -1, sizeof(head));  
    memset(rec, 0, sizeof(rec));  
    ans = 0;
}

bool check(int i,int j) {  
    if(abs(stu[i].height - stu[j].height) > 40) return false;  
    //身高差超过40cm
    if (strcmp(stu[i].music, stu[j].music)) return false;
    //喜欢的音乐类型相同
    if (!strcmp(stu[i].sport, stu[j].sport)) return false;
    //喜欢的体育类型不同
    return true;  
}

void addEdge(int u,int v) {  
    pnt[e] = v;
    Next[e] = head[u];
    head[u] = e++;  
}  

void input() {
    scanf("%d", &n);  
    for(int i = 1; i <= n; i++) { 
        scanf("%d %s %s %s", &stu[i].height, stu[i].sex, stu[i].music, stu[i].sport);  
    }
    for(int i = 1; i <= n; i++) {  
        if(stu[i].sex[0] == 'F') continue; //边只能从男生到女生 
        for(int j = 1; j <= n; j++) {
            //将可以匹配的男女建边
            if(stu[j].sex[0] == 'F' && check(i,j)) addEdge(i,j);  
        }
    }
}

bool match(int u) {  
    S[u] = 1;  
    for(int i = head[u]; i != -1 ; i = Next[i])  
        if(!T[pnt[i]]) {  
            T[pnt[i]] = 1;  
            if(!rec[pnt[i]] || match(rec[pnt[i]])) {  
                rec[pnt[i]] = u;  
                return true;  
            }  
        }  
    return false;  
}  

void hungary() {
    for(int i = 1; i <= n; i++) {  
        memset(S, 0, sizeof(S));  
        memset(T, 0, sizeof(T));  
        if(match(i)) ans++;  
    }
}

int main() {  
    int T;
    scanf("%d", &T);  
    while(T--) {  
        init();
        input();
        hungary();
        printf("%d\n", n - ans);  
    }  
    return 0;  
}
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