Find Minimum in Rotated Sorted Array - Iterative binary search
Problem Statement:
Suppose an array of length n
sorted in ascending order is rotated between 1
and n
times. For example, the array nums = [0,1,2,4,5,6,7]
might become:
[4,5,6,7,0,1,2]
if it was rotated4
times.[0,1,2,4,5,6,7]
if it was rotated7
times.
Notice that rotating an array [a[0], a[1], a[2], ..., a[n-1]]
1 time results in the array [a[n-1], a[0], a[1], a[2], ..., a[n-2]]
.
Given the sorted rotated array nums
of unique elements, return the minimum element of this array.
You must write an algorithm that runs in O(log n) time.
Example 1:
Input: nums = [3,4,5,1,2] Output: 1 Explanation: The original array was [1,2,3,4,5] rotated 3 times.
Example 2:
Input: nums = [4,5,6,7,0,1,2] Output: 0 Explanation: The original array was [0,1,2,4,5,6,7] and it was rotated 4 times.
Example 3:
Input: nums = [11,13,15,17] Output: 11 Explanation: The original array was [11,13,15,17] and it was rotated 4 times.
Constraints:
n == nums.length
1 <= n <= 5000
-5000 <= nums[i] <= 5000
- All the integers of
nums
are unique. nums
is sorted and rotated between1
andn
times.
Solution:
Notice that to verify if an array element is minimum or not, it is sufficient to verify that it is smaller than both its neighbors (with rotation).ie
prev = (mid==0) ? n-1 : mid-1
next = (mid==n-1) ? 0 : mid+1
A[mid]<=A[prev] and A[mid]<=A[next]
We want to find an index mid
in the range [0,n)
that satisfies this condition. We use binary search for this.
int findMin(vector<int>& nums)
{
int n=nums.size(), lo=0, hi=n-1, mid;
while (lo<=hi)
{
mid = lo + (hi-lo)/2;
int prev = (mid-1+n)%n, next = (mid+1)%n;
if (nums[mid]<=nums[prev] && nums[mid]<=nums[next])
break;
else if (nums[mid] <= nums[hi])
hi = mid-1;
else
lo = mid+1; // nums[0...mid] subarray is sorted
}
return nums[mid];
}