码迷,mamicode.com
首页 > 其他好文 > 详细

【leetcode】Median of Two Sorted Arrays(hard)★!!

时间:2015-01-14 00:42:38      阅读:278      评论:0      收藏:0      [点我收藏+]

标签:

There are two sorted arrays A and B of size m and n respectively. Find the median of the two sorted arrays. The overall run time complexity should be O(log (m+n)).

 

思路:

难,知道用分治算法,却不知道怎么用。只好看答案。

基本的思路是如果中位数是第K个数,A[i]如果是中位数,那么A[i]已经大于了i个数,还应大于K - i - 1个数 与B[K-i-2]对比。但是如果中位数不在A中我脑子就晕晕的。下面是大神代码,我还是没有看懂。

class Solution {
public:
    double findMedianSortedArrays(int A[], int m, int B[], int n)
    {
        // the following call is to make sure len(A) <= len(B).
        // yes, it calls itself, but at most once, shouldn‘t be
        // consider a recursive solution
        if (m > n)
            return findMedianSortedArrays(B, n, A, m);

        double ans = 0;
    
        // now, do binary search
        int k = (n + m - 1) / 2;
        int l = 0, r = min(k, m); // r is n, NOT n-1, this is important!!
        while (l < r) {
            int midA = (l + r) / 2;
            int midB = k - midA;
            if (A[midA] < B[midB])
                l = midA + 1;
            else
                r = midA;
        }

        // after binary search, we almost get the median because it must be between
        // these 4 numbers: A[l-1], A[l], B[k-l], and B[k-l+1] 

        // if (n+m) is odd, the median is the larger one between A[l-1] and B[k-l].
        // and there are some corner cases we need to take care of.
        int a = max(l > 0 ? A[l - 1] : -(1<<30), k - l >= 0 ? B[k - l] : -(1<<30));
        if (((n + m) & 1) == 1)
            return (double) a;

        // if (n+m) is even, the median can be calculated by 
        //      median = (max(A[l-1], B[k-l]) + min(A[l], B[k-l+1]) / 2.0
        // also, there are some corner cases to take care of.
        int b = min(l < m ? A[l] : (1<<30), k - l + 1 < n ? B[k - l + 1] : (1<<30));
        return (a + b) / 2.0;
    }
};

 

【leetcode】Median of Two Sorted Arrays(hard)★!!

标签:

原文地址:http://www.cnblogs.com/dplearning/p/4222867.html

(0)
(0)
   
举报
评论 一句话评论(0
登录后才能评论!
© 2014 mamicode.com 版权所有  联系我们:gaon5@hotmail.com
迷上了代码!