1021. Deepest Root (25) -并查集判树 -BFS求深度

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题目如下:

A graph which is connected and acyclic can be considered a tree. The height of the tree depends on the selected root. Now you are supposed to find the root that results in a highest tree. Such a root is calledthe deepest root.

Input Specification:

Each input file contains one test case. For each case, the first line contains a positive integer N (<=10000) which is the number of nodes, and hence the nodes are numbered from 1 to N. Then N-1 lines follow, each describes an edge by given the two adjacent nodes' numbers.

Output Specification:

For each test case, print each of the deepest roots in a line. If such a root is not unique, print them in increasing order of their numbers. In case that the given graph is not a tree, print "Error: K components" where K is the number of connected components in the graph.

Sample Input 1:
51 21 31 42 5
Sample Output 1:
345
Sample Input 2:
51 31 42 53 4
Sample Output 2:
Error: 2 components

这个题有N个顶点,N-1条边,属于稀疏图,应该用邻接矩阵而不是邻接表,否则会内存超限。

刚开始拿到这道题目的时候我想到的方法是用带颜色标记的BFS判断环路,并且排除掉,但是这样会超时,后来在网上查阅,看到大家都是使用并查集来判断是否是树,通过把所有元素归入并查集,并且在查询根的时候压缩路径,如果所有元素都是同根的,那么把他们加入Set后集合的规模为1,说明是一棵完整的树,如果不是如此,则说明图由多个连通的部分组成,连通部分的个数等于根的个数,因此只需要输出Set的规模即可。

如果是一棵树,只需要使用BFS来遍历树中的每一个顶点,来计算深度。

为了计算深度,改进BFS,加入三个变量:head、last、tail,last表示这一层的最后一个元素,tail表示下一层的某个元素,初始化时,让last=s,代表第一层只有源点,接下来在出队一个结点,并让head等于这个结点,然后在遍历结点的邻接点时不断的更新tail,不难看出tail在最后一次更新后指向的是下一层的最后一个元素,然后判断head是否等于last,如果是代表本层结束,把层计数变量+1,更新last为tail,以此类推即可。

#include <iostream>#include <stdio.h>#include <queue>#include <set>using namespace std;#define MAX 10002bool visited[MAX];vector<vector<int> > Graph;int N;int P[MAX];void initSet(int N){    for(int i = 1; i <= N; i++) P[i] = i;}void CompressSet(int x, int top){    if(P[x] != top){        CompressSet(P[x],top);        P[x] = top;    }}int FindSet(int x){    if(x != P[x]){        int t = FindSet(P[x]);        CompressSet(x,t);    }    return P[x];}void UnionSet(int x, int y){    int p1 = FindSet(x);    int p2 = FindSet(y);    P[p1] = p2;}int BFS(int s){    for(int i = 1; i <= N; i++) visited[i] = false;    int head,tail,last;    int stage = 0;    queue<int> Q;    Q.push(s);    visited[s] = 1;    last = s;    while(!Q.empty()){        int v = Q.front();        visited[v] = 1;        head = v;        Q.pop();        for(int index = 0; index < Graph[v].size(); index++){            int w = Graph[v][index];            if(!visited[w]){                Q.push(w);                tail = w;            }        }        if(head == last){            last = tail;            stage++;        }    }    return stage;}int main(){    cin >> N;    int v1,v2;    Graph.resize(N + 1);    initSet(N);    for(int i = 1; i <= N; i++){        visited[i] = false;    }    for(int i = 1; i < N; i++){        scanf("%d%d",&v1,&v2);        Graph[v1].push_back(v2);        Graph[v2].push_back(v1);    }    for(int i = 1; i <= N; i++){        for(int j = 0; j < Graph[i].size(); j++){            UnionSet(i,Graph[i][j]);        }    }    set<int> root;    for(int i = 1; i<= N; i++){        root.insert(FindSet(i));    }    if(root.size() != 1){        printf("Error: %d components\n",root.size());        return 0;    }    vector<int> maxDeepNodes;    maxDeepNodes.clear();    int maxDepth = 0;    int depth = 0;    for(int i = 1; i <= N; i++){        depth = BFS(i);        if(depth > maxDepth){            maxDepth = depth;            maxDeepNodes.clear();            maxDeepNodes.push_back(i);        }else if(depth == maxDepth){            maxDeepNodes.push_back(i);        }    }    for(int i = 0; i < maxDeepNodes.size(); i++){        printf("%d\n",maxDeepNodes[i]);    }    return 0;}


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