Find Minimum in Rotated Sorted Array II — LeetCode 154 Python Solution

HardArrayBinary Search
Problem
#154
Reading time
2 min

The problem

Suppose an array of length n sorted in ascending order is rotated between 1 and n times. For example, the array nums = [0,1,4,4,5,6,7] might become: [4,5,6,7,0,1,4] if it was rotated 4 times.

Example

Input
nums = [1,3,5]
Output
1

Python solution

Python
class Solution:
    def findMin(self, nums: List[int]) -> int:
        left, right = 0, len(nums) - 1
        while left < right:
            mid = (left + right) >> 1
            if nums[mid] > nums[right]:
                left = mid + 1
            elif nums[mid] < nums[right]:
                right = mid
            else:
                right -= 1
        return nums[left]

Complexity

MeasureComplexity
TimeO(log n) or O(n log n)
SpaceO(1) auxiliary

Pattern: Monotonic Stack

Answer "what is the next greater element" for every position in one pass. LeetCode 154. Find Minimum in Rotated Sorted Array II is filed here because the reference solution below belongs to the algorithm family this hub collects, even though its LeetCode tags point elsewhere.

The monotonic stack guide has the Python template for the pattern and the 225 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 154. Find Minimum in Rotated Sorted Array II?
LeetCode 154. Find Minimum in Rotated Sorted Array II is rated Hard on LeetCode.
What topics does LeetCode 154. Find Minimum in Rotated Sorted Array II cover?
LeetCode 154. Find Minimum in Rotated Sorted Array II is tagged Array and Binary Search on LeetCode.

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