Convert Sorted Array to BST (Recursive)
Given a sorted array, convert it to a height-balanced BST. Implement the solution recursively by selecting the middle element as the root at each step.
Why Interviewers Ask This
Meta evaluates this question to assess a candidate's mastery of divide-and-conquer strategies and recursive thinking. Interviewers specifically look for the ability to translate mathematical concepts like array indexing into efficient tree structures while maintaining O(log n) height balance. It tests whether you can optimize space complexity by avoiding unnecessary data copying and handle edge cases in recursive base conditions.
How to Answer This Question
Key Points to Cover
- Explicitly defining the base case where start index exceeds end index to prevent infinite recursion
- Using integer division for mid-point calculation to ensure correct array indexing
- Demonstrating understanding that the middle element guarantees the height-balanced property
- Correctly passing updated start and end indices to recursive calls for left and right subtrees
- Stating accurate time complexity of O(n) and space complexity of O(log n)
Sample Answer
Common Mistakes to Avoid
- Failing to handle the empty array or single-element array edge cases correctly
- Calculating the mid-point incorrectly, such as adding start and end without dividing by two
- Returning the wrong value for the base case instead of null, causing runtime errors
- Neglecting to explain why the resulting tree is guaranteed to be height-balanced
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