Which of the following sorting algorithms is the fastest in the average case for large datasets?

Which of the following sorting algorithms is the fastest in the average case for large datasets?

a) Quick Sort
b) Bubble Sort
c) Selection Sort
d) Insertion Sort

Answer:

a) Quick Sort

Explanation:

Quick Sort is one of the fastest sorting algorithms in the average case, with a time complexity of O(n log n). It is efficient for large datasets due to its divide-and-conquer approach, where the list is partitioned into smaller sublists and sorted independently.

Although the worst-case time complexity of Quick Sort is O(n^2), this can be avoided with good pivot selection strategies, such as choosing the median or using randomized pivoting.

Bubble Sort, Selection Sort, and Insertion Sort have worse average-case time complexities of O(n^2), making them less suitable for large datasets compared to Quick Sort.

Reference:

DSA (Data Structures and Algorithms) MCQ Questions and Answers

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