What is the time complexity of a bubble sort algorithm in the worst case?

Practice Questions

Q1
What is the time complexity of a bubble sort algorithm in the worst case?
  1. O(n)
  2. O(n log n)
  3. O(n^2)
  4. O(log n)

Questions & Step-by-Step Solutions

What is the time complexity of a bubble sort algorithm in the worst case?
  • Step 1: Understand what bubble sort does. It repeatedly goes through a list of numbers.
  • Step 2: In each pass, it compares adjacent numbers and swaps them if they are in the wrong order.
  • Step 3: The process is repeated until no swaps are needed, meaning the list is sorted.
  • Step 4: In the worst case, the list is sorted in reverse order, so every element needs to be compared and swapped.
  • Step 5: For a list of n elements, the first pass requires n-1 comparisons, the second pass requires n-2 comparisons, and so on.
  • Step 6: The total number of comparisons in the worst case is (n-1) + (n-2) + ... + 1, which equals n(n-1)/2.
  • Step 7: This simplifies to O(n^2) because we focus on the highest order term when describing time complexity.
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