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  • LCA Nearest Common Ancestors (很典型的例题)

    A rooted tree is a well-known data structure in computer science and engineering. An example is shown below: 

     
    In the figure, each node is labeled with an integer from {1, 2,...,16}. Node 8 is the root of the tree. Node x is an ancestor of node y if node x is in the path between the root and node y. For example, node 4 is an ancestor of node 16. Node 10 is also an ancestor of node 16. As a matter of fact, nodes 8, 4, 10, and 16 are the ancestors of node 16. Remember that a node is an ancestor of itself. Nodes 8, 4, 6, and 7 are the ancestors of node 7. A node x is called a common ancestor of two different nodes y and z if node x is an ancestor of node y and an ancestor of node z. Thus, nodes 8 and 4 are the common ancestors of nodes 16 and 7. A node x is called the nearest common ancestor of nodes y and z if x is a common ancestor of y and z and nearest to y and z among their common ancestors. Hence, the nearest common ancestor of nodes 16 and 7 is node 4. Node 4 is nearer to nodes 16 and 7 than node 8 is. 

    For other examples, the nearest common ancestor of nodes 2 and 3 is node 10, the nearest common ancestor of nodes 6 and 13 is node 8, and the nearest common ancestor of nodes 4 and 12 is node 4. In the last example, if y is an ancestor of z, then the nearest common ancestor of y and z is y. 

    Write a program that finds the nearest common ancestor of two distinct nodes in a tree. 

    Input

    The input consists of T test cases. The number of test cases (T) is given in the first line of the input file. Each test case starts with a line containing an integer N , the number of nodes in a tree, 2<=N<=10,000. The nodes are labeled with integers 1, 2,..., N. Each of the next N -1 lines contains a pair of integers that represent an edge --the first integer is the parent node of the second integer. Note that a tree with N nodes has exactly N - 1 edges. The last line of each test case contains two distinct integers whose nearest common ancestor is to be computed.

    Output

    Print exactly one line for each test case. The line should contain the integer that is the nearest common ancestor.

    Sample Input

    2
    16
    1 14
    8 5
    10 16
    5 9
    4 6
    8 4
    4 10
    1 13
    6 15
    10 11
    6 7
    10 2
    16 3
    8 1
    16 12
    16 7
    5
    2 3
    3 4
    3 1
    1 5
    3 5
    

    Sample Output

    4
    3
    
    #include<iostream>
    #include<cstdio>
    #include<cstring>
    #include<vector>
    using namespace std;
    const int N=1E4+7;
    bool pre[N];
    vector<int >ve[N];
    typedef long long ll;
    ll bits[30];
    int depth[N],fa[N][30];
    void inint(){
        bits[0]=1;
        for(int i=1;i<=29;i++) bits[i]=bits[i-1]<<1;
    }
    void dfs(int x,int y){
        depth[x]=depth[y]+1;
        fa[x][0]=y;
        for(int i=1;i<=29;i++){
            fa[x][i]=fa[fa[x][i-1]][i-1];
        }
        for(int i=0;i<ve[x].size();i++){
            int x1=ve[x][i];
            if(x1!=y){
                dfs(x1,x);
            }
        } 
    }
    int lca(int x,int y){
        if(depth[x]<depth[y]) swap(x,y);
        int dif=depth[x]-depth[y];
        for(int i=29;i>=0;i--){
            if(dif>=bits[i]){
                x=fa[x][i];
                dif-=bits[i];
            }
        }
        if(x==y) return x;
        for(int i=29;i>=0;i--){
            if(depth[x]>=bits[i]&&fa[x][i]!=fa[y][i]){
                x=fa[x][i];
                y=fa[y][i];
            }
        }
        return fa[x][0];
    }
    
    int main(){
        int t;
        inint();
        scanf("%d",&t);
        while(t--){
            memset(pre,0,sizeof(pre));
            memset(fa,0,sizeof(fa));
            memset(depth,0,sizeof(depth));
            int n;
            scanf("%d",&n);
            int x,y; 
            for(int i=1;i<=n-1;i++){
                scanf("%d%d",&x,&y);
                ve[x].push_back(y);
                ve[y].push_back(x);
                pre[y]=1;
            }
            int ancestor;
            
            for(int i=1;i<=n;i++){
                if(pre[i]==0){
                    ancestor=i;
                    break;
                }
            }
            dfs(ancestor,0); 
            scanf("%d%d",&x,&y);
            printf("%d
    ",lca(x,y));
            
            for(int i=1;i<=n;i++){
                ve[i].clear();
            }
        }
        return 0;
    } 

     还可以用 暴力 朴素算法来算

    #include<stdio.h>///LCA最近公共祖先查询,朴素算法
    #include<string.h>
    int fa[10008];
    
    int deep(int x)///计算x节点深度
    {
        int cnt=0;
        while(x)
        {
            cnt++;
            x=fa[x];
        }
        return cnt;
    }
    int main()
    {
        int t,n;
        scanf("%d",&t);
        while(t--)
        {
            memset(fa,0,sizeof(fa));///该数组记录每个节点的父亲,根节点父亲为0
            int s,f;
            scanf("%d",&n);
            for(int i=0;i<n-1;i++){
                scanf("%d%d",&f,&s);
                fa[s]=f;
            }
         
            int a,b;
            scanf("%d%d",&a,&b);
            int x1=deep(a),y1=deep(b);
            //只是用深度做了一个判断 取了一个差。 
            if(x1<y1)///查询的深度若两个节点深度不同,将较深的节点先上移
            {
                int tt=y1-x1;
                while(tt--)
                    b=fa[b];
            }
            else if(x1>y1){
                int tt=x1-y1;
                while(tt--)
                    a=fa[a];
            }
            
            while(a!=b)///两个节点深度相同时同时向上寻找父亲,直到父亲相同
                a=fa[a],b=fa[b];
            printf("%d
    ",a);
        }
    }
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  • 原文地址:https://www.cnblogs.com/Accepting/p/11323268.html
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