POJ 1442-Black Box(优先队列)

本文介绍了一种使用双堆数据结构解决特定数据库交易序列处理问题的方法。通过维护一个最大堆和一个最小堆,确保能快速找到第k小的元素,有效避免了传统排序方法的时间复杂度过高的问题。

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Black Box
Time Limit: 1000MS Memory Limit: 10000K
Total Submissions: 7436 Accepted: 3050

Description

Our Black Box represents a primitive database. It can save an integer array and has a special i variable. At the initial moment Black Box is empty and i equals 0. This Black Box processes a sequence of commands (transactions). There are two types of transactions: 

ADD (x): put element x into Black Box; 
GET: increase i by 1 and give an i-minimum out of all integers containing in the Black Box. Keep in mind that i-minimum is a number located at i-th place after Black Box elements sorting by non- descending. 

Let us examine a possible sequence of 11 transactions: 

Example 1 
N Transaction i Black Box contents after transaction Answer 

      (elements are arranged by non-descending)   

1 ADD(3)      0 3   

2 GET         1 3                                    3 

3 ADD(1)      1 1, 3   

4 GET         2 1, 3                                 3 

5 ADD(-4)     2 -4, 1, 3   

6 ADD(2)      2 -4, 1, 2, 3   

7 ADD(8)      2 -4, 1, 2, 3, 8   

8 ADD(-1000)  2 -1000, -4, 1, 2, 3, 8   

9 GET         3 -1000, -4, 1, 2, 3, 8                1 

10 GET        4 -1000, -4, 1, 2, 3, 8                2 

11 ADD(2)     4 -1000, -4, 1, 2, 2, 3, 8   

It is required to work out an efficient algorithm which treats a given sequence of transactions. The maximum number of ADD and GET transactions: 30000 of each type. 


Let us describe the sequence of transactions by two integer arrays: 


1. A(1), A(2), ..., A(M): a sequence of elements which are being included into Black Box. A values are integers not exceeding 2 000 000 000 by their absolute value, M <= 30000. For the Example we have A=(3, 1, -4, 2, 8, -1000, 2). 

2. u(1), u(2), ..., u(N): a sequence setting a number of elements which are being included into Black Box at the moment of first, second, ... and N-transaction GET. For the Example we have u=(1, 2, 6, 6). 

The Black Box algorithm supposes that natural number sequence u(1), u(2), ..., u(N) is sorted in non-descending order, N <= M and for each p (1 <= p <= N) an inequality p <= u(p) <= M is valid. It follows from the fact that for the p-element of our u sequence we perform a GET transaction giving p-minimum number from our A(1), A(2), ..., A(u(p)) sequence. 


Input

Input contains (in given order): M, N, A(1), A(2), ..., A(M), u(1), u(2), ..., u(N). All numbers are divided by spaces and (or) carriage return characters.

Output

Write to the output Black Box answers sequence for a given sequence of transactions, one number each line.

Sample Input

7 4
3 1 -4 2 8 -1000 2
1 2 6 6

Sample Output

3
3
1
2
题意 :给出n,m,然后接下一行输入n个数,最后一行输入m个数,要求对于最后一行的第i个数,输出在原数列中前x个数中第i小的数,。好绕口,然后一开始用sort是各种TLE,好多大神用平衡树过的,差点没吓哭我,然后,。。撸了两个堆,一个最大堆,一个最小堆,注意维护好这两个堆,其中最大堆放前k个最小的数,最小堆放剩余的数,那么最大堆的堆顶就是第k个最小的数。
#include <iostream>
#include <cstring>
#include <cstdio>
#include <cctype>
#include <cstdlib>
#include <algorithm>
#include <set>
#include <vector>
#include <string>
#include <map>
#include <queue>
using namespace std;
const int maxn= 30010;
int a[maxn];
priority_queue <int,vector<int>,less<int> > maxQ;
priority_queue <int,vector<int>,greater<int> > minQ;
int main()
{
	int n,m,x;
	scanf("%d%d",&n,&m);
	for(int i=0;i<n;i++)
        scanf("%d",&a[i]);
	int pos=0;
	for(int i=1;i<=m;i++)
	{
		scanf("%d",&x);
		while(pos<x)
		minQ.push(a[pos++]);//新加元素放入最小堆
		while(maxQ.size()<i)//维护最大堆
		{
			maxQ.push(minQ.top());
			minQ.pop();
		}
		while(!minQ.empty()&&maxQ.top()>minQ.top())//维护两个堆,严格保证maxQ.top()<=minQ.top()
		{
			int t1=maxQ.top(),t2=minQ.top();
			maxQ.pop();minQ.pop();
			maxQ.push(t2);minQ.push(t1);
		}
		printf("%d\n",maxQ.top());
	}
	return 0;
}
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