Which of the following sorting algorithms has the best average-case time complex

Practice Questions

Q1
Which of the following sorting algorithms has the best average-case time complexity?
  1. Bubble Sort
  2. Insertion Sort
  3. Quick Sort
  4. Selection Sort

Questions & Step-by-Step Solutions

Which of the following sorting algorithms has the best average-case time complexity?
  • Step 1: Understand what sorting algorithms are. They are methods used to arrange data in a specific order, like from smallest to largest.
  • Step 2: Learn about time complexity. It tells us how the time to sort data changes as the amount of data increases.
  • Step 3: Identify the average-case time complexity of different sorting algorithms. Common ones include: Quick Sort, Merge Sort, and Bubble Sort.
  • Step 4: Know that Quick Sort has an average-case time complexity of O(n log n). This means it is efficient for sorting large amounts of data.
  • Step 5: Compare Quick Sort's average-case time complexity with others. For example, Merge Sort also has O(n log n), but Bubble Sort has O(n^2), which is slower.
  • Step 6: Conclude that Quick Sort has the best average-case time complexity among the given options.
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