Median of Two Sorted Arrays
Problem
Given two sorted arrays nums1
and nums2
of size m
and n
respectively, return the median of the two sorted arrays.
The overall run time complexity should be O(log (m+n))
.
Solution Approach
Refer Code
Expected Time complexity:
Click - to see solution code
- C++
class Solution {
public:
double findMedianSortedArrays(vector<int>& nums1, vector<int>& nums2) {
int N1 = nums1.size();
int N2 = nums2.size();
if (N1 < N2)
return findMedianSortedArrays(nums2, nums1); // Make sure A2 is the shorter one.
int lo = 0, hi = N2 * 2;
while (lo <= hi) {
int mid2 = (lo + hi) / 2; // Try Cut 2
int mid1 = N1 + N2 - mid2; // Calculate Cut 1 accordingly
double L1 = (mid1 == 0) ? INT_MIN : nums1[(mid1 - 1) / 2]; // Get L1, R1, L2, R2 respectively
double L2 = (mid2 == 0) ? INT_MIN : nums2[(mid2 - 1) / 2];
double R1 = (mid1 == N1 * 2) ? INT_MAX : nums1[(mid1) / 2];
double R2 = (mid2 == N2 * 2) ? INT_MAX : nums2[(mid2) / 2];
if (L1 > R2)
lo = mid2 + 1; // A1's lower half is too big; need to move C1
// left (C2 right)
else if (L2 > R1)
hi = mid2 - 1; // A2's lower half too big; need to move C2 left.
else
return (max(L1, L2) + min(R1, R2)) / 2; // Otherwise, that's the right cut.
}
return -1;
}
};