What is the average-case time complexity of QuickSort?

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Multiple Choice

What is the average-case time complexity of QuickSort?

Explanation:
QuickSort’s performance depends on how evenly the pivot divides the array at each step. When the pivot splits the array into two roughly equal parts, the recursion goes about log n levels deep. Each level still processes all elements once for partitioning, so the total work is proportional to n at every level times the number of levels, giving n log n operations on average. This balance happens with random pivots or good pivot choices, which is why the average-case time complexity is O(n log n). The other patterns are not representative of the average. If the partitions are extremely unbalanced every time, the cost grows toward O(n^2), which is the worst case. O(log n) or O(n) would imply far less work than actually occurs across the recursive levels, so they don’t describe the typical behavior.

QuickSort’s performance depends on how evenly the pivot divides the array at each step. When the pivot splits the array into two roughly equal parts, the recursion goes about log n levels deep. Each level still processes all elements once for partitioning, so the total work is proportional to n at every level times the number of levels, giving n log n operations on average. This balance happens with random pivots or good pivot choices, which is why the average-case time complexity is O(n log n).

The other patterns are not representative of the average. If the partitions are extremely unbalanced every time, the cost grows toward O(n^2), which is the worst case. O(log n) or O(n) would imply far less work than actually occurs across the recursive levels, so they don’t describe the typical behavior.

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