poj 2104 K-th Number 主席树

本文介绍了一种高效处理K-thNumber查询的方法,针对给定数组,实现快速查找区间内第K大的数。通过预处理和分治策略,大幅度提升了查询效率。

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K-th Number
Time Limit: 20000MS Memory Limit: 65536K
Total Submissions: 39737 Accepted: 12955
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 109 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.
 
题意:给你n个数,然后查询[l,r]内第k大的数
 
//qscqesze
#include <cstdio>
#include <cmath>
#include <cstring>
#include <ctime>
#include <iostream>
#include <algorithm>
#include <set>
#include <vector>
#include <sstream>
#include <queue>
#include <typeinfo>
#include <fstream>
#include <map>
typedef long long ll;
using namespace std;
//freopen("D.in","r",stdin);
//freopen("D.out","w",stdout);
#define sspeed ios_base::sync_with_stdio(0);cin.tie(0)
#define maxn 100001
#define eps 1e-9
const int inf=0x7fffffff;   //无限大
int a[maxn],t[maxn];
int T[maxn*30],lson[maxn*30],rson[maxn*30],c[maxn*30];
int n,q,m;
int tot;
void init()
{
    for(int i=1;i<=n;i++)
        t[i]=a[i];
    sort(t+1,t+1+n);
    m=unique(t+1,t+1+n)-t-1;
}
int build(int l,int r)
{
    int root=tot++;
    c[root]=0;
    if(l!=r)
    {
        int mid=(l+r)>>1;
        lson[root]=build(l,mid);
        lson[root]=build(mid+1,r);
    }
    return root;
}
int hash(int x)
{
    return lower_bound(t+1,t+1+m,x)-t;
}
int update(int root,int pos,int val)
{
    int newroot=tot++,tmp=newroot;
    c[newroot]=c[root]+val;
    int l=1,r=m;
    while(l<r)
    {
        int mid=(l+r)>>1;
        if(pos<=mid)
        {
            lson[newroot]=tot++;
            rson[newroot]=rson[root];
            newroot=lson[newroot];
            root=lson[root];
            r=mid;
        }
        else
        {
            rson[newroot]=tot++;
            lson[newroot]=lson[root];
            newroot=rson[newroot];
            root=rson[root];
            l=mid+1;
        }
        c[newroot]=c[root]+val;
    }
    return tmp;
}
int query(int left_root,int right_root,int k)
{
    int l=1,r=m;
    while(l<r)
    {
        int mid=(l+r)>>1;
        if(c[lson[left_root]]-c[lson[right_root]]>=k)
        {
            r=mid;
            left_root=lson[left_root];
            right_root=lson[right_root];
        }
        else
        {
            l=mid+1;
            k-=c[lson[left_root]]-c[lson[right_root]];
            left_root=rson[left_root];
            right_root=rson[right_root];
        }
    }
    return l;
}
int main()
{
    while(cin>>n>>q)
    {
        tot=0;
        for(int i=1;i<=n;i++)
        {
            scanf("%d",&a[i]);
        }
        init();
        T[n+1]=build(1,m);
        for(int i=n;i>=0;i--)
        {
            int pos=hash(a[i]);
            T[i]=update(T[i+1],pos,1);
        }
        while(q--)
        {
            int l,r,k;
            scanf("%d%d%d",&l,&r,&k);
            printf("%d\n",t[query(T[l],T[r+1],k)]);
        }
    }
    return 0;
}

 

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