• [RMQ][ST算法]Frequent values


    Description

    You are given a sequence of n integers a1 , a2 , ... , an in non-decreasing order. In addition to that, you are given several queries consisting of indices i and j (1 ≤ i ≤ j ≤ n). For each query, determine the most frequent value among the integers ai , ... , aj.

    Input

    The input consists of several test cases. Each test case starts with a line containing two integers n and q (1 ≤ n, q ≤ 100000). The next line contains n integers a1 , ... , an (-100000 ≤ ai ≤ 100000, for each i ∈ {1, ..., n}) separated by spaces. You can assume that for each i ∈ {1, ..., n-1}: ai ≤ ai+1. The following q lines contain one query each, consisting of two integers i and j (1 ≤ i ≤ j ≤ n), which indicate the boundary indices for the 
    query.

    The last test case is followed by a line containing a single 0.

    Output

    For each query, print one line with one integer: The number of occurrences of the most frequent value within the given range.

    Sample Input

    10 3
    -1 -1 1 1 1 1 3 10 10 10
    2 3
    1 10
    5 10
    0

    Sample Output

    1
    4
    3

    思路:预处理第i的数在1~i中出现了多少次,得到freq[i],这样就转化为了对freq数组的RMQ了,即求max{freq[x~y]};但其实不是这样的,freq[x]中记录的频率可能要大于a[x]实际在区间[x,y]出现的次数,同理freq[y]也未必准确;
    那我们就把区间[x,y]分成两段,一段是[x,t],一段是[t+1,y];t是与a[x]相等的最后一个元素的下标,那么答案即为max(t-x+1,max{freq[t+1~y]});
    AC代码:
    #include <iostream>
    #include<cstdio>
    #include<algorithm>
    #include<cstring>
    #include<cmath>
    using namespace std;
    
    int n,q;
    int a[100010];
    int fre[100010];
    int bl[100010];//a[x]所属区域,也可以不要该数组,则r[i]的含义就是a[i]出现的最后位置
    int r[100010];//r[i]的含义是区域i的最右下标
    int maxn[100010][20];
    
    void ST(){
       for(int i=1;i<=n;i++) maxn[i][0]=fre[i];
       int k=int(log(n*1.0)/log(2.0));
       for(int j=1;j<=k;j++){
         for(int i=1;i<=n;i++){
            if(i+(1<<j)-1>n) break;
            maxn[i][j]=max(maxn[i][j-1],maxn[i+(1<<(j-1))][j-1]);
         }
       }
    }
    
    int query(int x,int y){
      int k=int(log(y-x+1.0)/log(2.0));
      return max(maxn[x][k],maxn[y-(1<<k)+1][k]);
    }
    
    int main()
    {
        while(scanf("%d",&n)!=EOF&&n){
          scanf("%d",&q);
          int cnt=0;
          scanf("%d",&a[1]),fre[1]=1,bl[1]=++cnt;
          for(int i=2;i<=n;i++) {
            scanf("%d",&a[i]);
            if(a[i]==a[i-1]) fre[i]=fre[i-1]+1,bl[i]=bl[i-1],r[bl[i]]=i;
            else fre[i]=1,bl[i]=++cnt,r[bl[i]]=i;
          }
          ST();
          while(q--){
            int x,y;
            scanf("%d%d",&x,&y);
            if(bl[x]==bl[y]) printf("%d
    ",y-x+1);
            else printf("%d
    ",max(r[bl[x]]-x+1,query(r[bl[x]]+1,y)));
          }
        }
        return 0;
    }
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  • 原文地址:https://www.cnblogs.com/lllxq/p/9106471.html
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