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poj3579 median 二分搜索 中位数

2024-07-22 08:52:14   223人阅读

Median
Time Limit: 1000MS Memory Limit: 65536K
Total Submissions: 3866 Accepted: 1130

Description

Given N numbers, X1, X2, ... , XN, let us calculate the difference of every pair of numbers: ∣Xi - Xj∣ (1 ≤ i ＜ j ≤ N). We can get C(N,2) differences through this work, and now your task is to find the median of the differences as quickly as you can!

Note in this problem, the median is defined as the (m/2)-th  smallest number if m,the amount of the differences, is even. For example, you have to find the third smallest one in the case of m = 6.

Input

The input consists of several test cases.
In each test case, N will be given in the first line. Then N numbers are given, representing X1, X2, ... , XN, ( Xi ≤ 1,000,000,000  3 ≤ N ≤ 1,00,000 )

Output

For each test case, output the median in a separate line.

Sample Input

41 3 2 431 10 2

Sample Output

18
思路: 一眼可知把原数列a排列一遍的时间还是有的,但是要想得到两两之差然后归并则T,M都超,计数范围也太大了,
把a排序之后两两相减,得到相邻差数组b,那么b就可以构成所有需要的差了,
那么现在假设有个差delta,使得a[i]+delta<=a[j],a[i]+delta>a[j-1],那么delta一定大于a[j-1]-a[i],a[j-2]-a[i]....delta一定小于等于a[j]-a[i],a[j+1]-a[i],
使用low_bound可以在logn时间内求出j,nlogn时间就可以求出所有比delta大的差的个数,
这时就可以判断是否delta算是差的中位数.
那么直接二分差即可,总时间n*logn*logn,5*1e7-1e8的数量级,可以跑过
#include <cstdio>#include <cstring>#include <algorithm>using namespace std;const int maxn=1e5+5;int a[maxn];long long halfh,h;int n;bool judge(int mid){    long long cnt=0;    for(int i=0;i<n;i++){        cnt+=a+n-lower_bound(a+i,a+n,a[i]+mid);    }    return cnt>halfh;}int main(){    while(scanf("%d",&n)==1){        h=n*(n-1)/2;halfh=h/2;        for(int i=0;i<n;i++){scanf("%d",a+i);}        sort(a,a+ n);        int l=0,r=a[n-1],mid;        while(r-l>1){            mid=r+l>>1;            if(judge(mid)){                l=mid;            }            else r=mid;        }        printf("%d\n",l);    }}

　　

 

poj3579 median 二分搜索 中位数


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