← Bytedance Interview Insights
Not a LeetCode problem apparently, which I appreciated.
Start by clarifying the problem constraints (e.g., array size, duplicates, target presence) and then explain the binary search algorithm step-by-step. Emphasize the invariant that the target lies within the current search range, and discuss time and space complexity.
Pro tip: Mention that binary search can be implemented iteratively or recursively, but iterative is preferred for constant space. Also, highlight common pitfalls like integer overflow when calculating mid and off-by-one errors in loop conditions.
Ask about array size, whether duplicates exist, if the target is guaranteed to be present, and if the array is sorted in ascending order. Discuss edge cases like empty array or single element.
Describe how binary search works: maintain low and high pointers, compute mid, compare with target, and adjust pointers accordingly. Emphasize the loop condition and termination.
Choose a small sorted array and demonstrate the steps, showing how the search range halves each time. This helps validate the approach and catch off-by-one errors.
State that time complexity is O(log n) and space complexity is O(1) for iterative implementation. Mention that recursive uses O(log n) space due to call stack.
Mention variations like finding first/last occurrence, or using binary search on answer. Also, note how to avoid integer overflow by using mid = low + (high - low) / 2.
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