POJ2104-K-th Number

本文介绍了一种使用主席树解决区间内寻找第K大数的问题,通过构建主席树来快速响应对于指定区间内第K大数的查询,适用于大规模数据集。

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K-th Number
Time Limit: 20000MS Memory Limit: 65536K
Total Submissions: 58245 Accepted: 20174
Case Time Limit: 2000MS

Description

You are working for Macrohard company in data structures department. After failing your previous task about key insertion you were asked to write a new data structure that would be able to return quickly k-th order statistics in the array segment. 
That is, given an array a[1...n] of different integer numbers, your program must answer a series of questions Q(i, j, k) in the form: "What would be the k-th number in a[i...j] segment, if this segment was sorted?" 
For example, consider the array a = (1, 5, 2, 6, 3, 7, 4). Let the question be Q(2, 5, 3). The segment a[2...5] is (5, 2, 6, 3). If we sort this segment, we get (2, 3, 5, 6), the third number is 5, and therefore the answer to the question is 5.

Input

The first line of the input file contains n --- the size of the array, and m --- the number of questions to answer (1 <= n <= 100 000, 1 <= m <= 5 000). 
The second line contains n different integer numbers not exceeding 10 9 by their absolute values --- the array for which the answers should be given. 
The following m lines contain question descriptions, each description consists of three numbers: i, j, and k (1 <= i <= j <= n, 1 <= k <= j - i + 1) and represents the question Q(i, j, k).

Output

For each question output the answer to it --- the k-th number in sorted a[i...j] segment.

Sample Input

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

Sample Output

5
6
3

Hint

This problem has huge input,so please use c-style input(scanf,printf),or you may got time limit exceed.

Source

Northeastern Europe 2004, Northern Subregion


题意:给你n个数,有m次询问,每次问一个区间内第k大的数是哪个

解题思路:主席树维护即可


#include <iostream>
#include <cstdio>
#include <string>
#include <cstring>
#include <algorithm>
#include <cmath>
#include <queue>
#include <stack>
#include <vector>
#include <set>

using namespace std;

#define LL long long

int n,m,q;
int a[100009],x[100009];
int s[100009],L[100009*20],R[100009*20],sum[100009*20];
int tot;

void build(int now,int l,int r,int p)
{
    sum[++tot]=sum[now]+1;
    if(l==r) L[tot]=R[tot]=0;
    else
    {
        int mid=(l+r)>>1;
        L[tot]=L[now];R[tot]=R[now];
        if(mid>=p) L[tot]=tot+1;
        else R[tot]=tot+1;
        if(p<=mid) build(L[now],l,mid,p);
        else build(R[now],mid+1,r,p);
    }
}

int query(int u,int v,int l,int r,int p)
{
    if(l==r) return l;
    else
    {
        int mid=(l+r)>>1;
        if(p>sum[L[u]]-sum[L[v]])
            return query(R[u],R[v],mid+1,r,p-sum[L[u]]+sum[L[v]]);
        else return query(L[u],L[v],l,mid,p);
    }
}

int main()
{
    while(~scanf("%d %d",&n,&q))
    {
        for(int i=1;i<=n;i++) scanf("%d",&a[i]),x[i]=a[i];
        sort(a+1,a+n+1);
        m=unique(a+1,a+n+1)-a;
        memset(s,0,sizeof s);
        L[0]=R[0]=sum[0]=tot=0;
        for(int i=1;i<=n;i++)
        {
            x[i]=lower_bound(a+1,a+m,x[i])-a;
            s[i]=tot+1;
            build(s[i-1],1,m,x[i]);
        }
        int ll,rr,kk;
        while(q--)
        {
            scanf("%d %d %d",&ll,&rr,&kk);
            printf("%d\n",a[query(s[rr],s[ll-1],1,m,kk)]);
        }
    }
    return 0;
}

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