2018-11-18 23:33:28

问题描述:

问题求解:

这个问题是一个比较有难度的可以使用二分搜索法求解的问题,如果采用朴素的解法进行merge再找中位数的话,其时间复杂度为O(n1 + n2)。但是如果使用二分查找法的话,可以将时间复杂度降到O(min(n1, n2))。

其实本题可以看成两排序数组前k小的数的特殊情况,当然了解法上是差不多的。

具体来说,我们需要找到的就是nums1对最后的前k个数到底贡献了多少个数,如果这个量确定了,那么所有的问题就迎刃而解。

所以主要的二分搜索就是在找到底nums1贡献了多少个数字,最后需要对得到的数字进行一些判断,因为nums1可能没有贡献,也可能贡献了所有的数字,这些都是需要考虑到的。

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" 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" alt="" />

    public double findMedianSortedArrays(int[] nums1, int[] nums2) {
int n1 = nums1.length;
int n2 = nums2.length;
if (n1 > n2) return findMedianSortedArrays(nums2, nums1);
// 一共需要从nums1 和 nums2 中取出k个数
// 对于合并的数组
// if odd : median = nums[k - 1]
// if even : median = (nums[k - 1] + nums[k]) / 2
int k = (n1 + n2 + 1) / 2; // 使用二分查找来判断需要从nums1中取出多少个数
int l = 0;
int r = nums1.length;
while (l < r) {
int k1 = l + (r - l) / 2;
int k2 = k - k1;
if (nums1[k1] < nums2[k2 - 1]) l = k1 + 1;
else r = k1;
} int k1 = l;
int k2 = k - k1;
int c1 = Math.max(k1 == 0 ? Integer.MIN_VALUE : nums1[k1 - 1], k2 == 0 ? Integer.MIN_VALUE : nums2[k2 - 1]);
if ((n1 + n2) % 2 != 0) return c1;
int c2 = Math.min(k1 == n1 ? Integer.MAX_VALUE : nums1[k1], k2 == n2 ? Integer.MAX_VALUE : nums2[k2]);
return (c1 + c2) * 0.5;
}

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