hdu More is better (并查集)

More is better

Time Limit : 5000/1000ms (Java/Other)   Memory Limit : 327680/102400K (Java/Other)
Total Submission(s) : 6   Accepted Submission(s) : 6
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Problem Description

Mr Wang wants some boys to help him with a project. Because the project is rather complex,  the more boys come, the better it will be. Of course there are certain requirements.

Mr Wang selected a room big enough to hold the boys. The boy who are not been chosen has to leave the room immediately. There are 10000000 boys in the room numbered from 1 to 10000000 at the very beginning. After Mr Wang's selection any two of them who are still in this room should be friends (direct or indirect), or there is only one boy left. Given all the direct friend-pairs, you should decide the best way.

Input

The first line of the input contains an integer n (0 ≤ n ≤ 100 000) - the number of direct friend-pairs. The following n lines each contains a pair of numbers A and B separated by a single space that suggests A and B are direct friends. (A ≠ B, 1 ≤ A, B ≤ 10000000)

Output

The output in one line contains exactly one integer equals to the maximum number of boys Mr Wang may keep. 

Sample Input

4
1 2
3 4
5 6
1 6
4
1 2
3 4
5 6
7 8

Sample Output

4
2

Hint

A and B are friends(direct or indirect), B and C are friends(direct or indirect), 
then A and C are also friends(indirect).

In the first sample {1,2,5,6} is the result.
In the second sample {1,2},{3,4},{5,6},{7,8} are four kinds of answers.

Author

lxlcrystal@TJU

Source

HDU 2007 Programming Contest - Final

并查集水题。
只需用一个rank记录每个节点下面有多少个人,并在合并的时候累加给上一级
需要注意当n==0时,输出为1

#include <stdio.h>

struct Node{
    int pre;
    int rank;
}tree[10000005];
int maxn;

int Find(int x){
    int p = x;
    while(tree[p].pre != p){
        p = tree[p].pre;
    }
    int i = x;
    while(i != p){
        int j = tree[i].pre;
        tree[i].pre = p;
        i = j;
    }
    return p;
}

void Join(int x,int y){
    int fx = Find(x);
    int fy = Find(y);
    if(fx != fy){
        tree[fy].rank += tree[fx].rank;
        if(tree[fy].rank > maxn){
            maxn = tree[fy].rank;
        }
        tree[fx].pre = fy;
    }
}

int main(){
    int n;
    int i,j;
    int x,y;

    while(scanf("%d",&n) != EOF){
        maxn = 1;
        for(i = 0;i < 10000005;i++){
            tree[i].pre = i;
            tree[i].rank = 1;
        }
        for(i = 0;i < n;i++){
            scanf("%d%d",&x,&y);
            Join(x,y);
        }
        printf("%d\n",maxn);
    }
    return 0;
}


### HDU 3342 并查集 解题思路与实现 #### 题目背景介绍 HDU 3342 是一道涉及并查集的数据结构题目。该类问题通常用于处理动态连通性查询,即判断若干元素是否属于同一集合,并支持高效的合并操作。 #### 数据描述 给定一系列的人际关系网络中的朋友关系对 (A, B),表示 A 和 B 是直接的朋友。目标是通过这些已知的关系推断出所有人之间的间接友谊连接情况。具体来说,如果存在一条路径使得两个人可以通过中间人的链条相连,则认为他们是间接朋友。 #### 思路分析 为了高效解决此类问题,可以采用带按秩压缩启发式的加权快速联合-查找算法(Weighted Quick Union with Path Compression)。这种方法不仅能够有效地管理大规模数据集下的分组信息,而且可以在几乎常数时间内完成每次查找和联合操作[^1]。 当遇到一个新的友链 `(a,b)` 时: - 如果 a 和 b 已经在同一棵树下,则无需任何动作; - 否则,执行一次 `union` 操作来把它们所在的两棵不同的树合并成一棵更大的树; 最终目的是统计有多少个独立的“朋友圈”,也就是森林里的树木数量减一即是所需新建桥梁的数量[^4]。 #### 实现细节 以下是 Python 版本的具体实现方式: ```python class DisjointSet: def __init__(self, n): self.parent = list(range(n)) self.rank = [0] * n def find(self, p): if self.parent[p] != p: self.parent[p] = self.find(self.parent[p]) # 路径压缩 return self.parent[p] def union(self, p, q): rootP = self.find(p) rootQ = self.find(q) if rootP == rootQ: return # 按秩合并 if self.rank[rootP] > self.rank[rootQ]: self.parent[rootQ] = rootP elif self.rank[rootP] < self.rank[rootQ]: self.parent[rootP] = rootQ else: self.parent[rootQ] = rootP self.rank[rootP] += 1 def solve(): N, M = map(int, input().split()) dsu = DisjointSet(N+1) # 初始化不相交集 for _ in range(M): u, v = map(int, input().split()) dsu.union(u,v) groups = set() for i in range(1,N+1): groups.add(dsu.find(i)) bridges_needed = len(groups)-1 print(f"Bridges needed to connect all components: {bridges_needed}") solve() ``` 这段代码定义了一个名为 `DisjointSet` 的类来进行并查集的操作,包括初始化、寻找根节点以及联合两个子集的功能。最后,在主函数 `solve()` 中读取输入参数并对每一对好友调用 `dsu.union()` 方法直到遍历完所有的边为止。之后计算不同组件的数量从而得出所需的桥接次数。
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