Bubble Sort Algorithm in DSA C# - Time & Space Complexity

Time Complexity: Bubble Sort Algorithm

O(n²)

Understanding Time Complexity

We want to understand how the time taken by Bubble Sort changes as the list size grows.

How does the number of steps increase when sorting bigger lists?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

for (int i = 0; i < n - 1; i++)
{
    for (int j = 0; j < n - i - 1; j++)
    {
        if (arr[j] > arr[j + 1])
        {
            int temp = arr[j];
            arr[j] = arr[j + 1];
            arr[j + 1] = temp;
        }
    }
}
    

This code sorts an array by repeatedly swapping adjacent elements if they are in the wrong order.

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Comparing and possibly swapping adjacent elements inside the inner loop.
• How many times: The inner loop runs roughly n times for each of the n passes of the outer loop, so about n x n = n² times.

How Execution Grows With Input

As the list size grows, the number of comparisons grows much faster.

Input Size (n)	Approx. Operations
10	About 45 comparisons
100	About 4,950 comparisons
1000	About 499,500 comparisons

Pattern observation: Doubling the input size roughly quadruples the work, showing a square growth pattern.

Final Time Complexity

Time Complexity: O(n²)

This means the time to sort grows roughly with the square of the list size, so bigger lists take much longer.

Common Mistake

[X] Wrong: "Bubble Sort only takes time proportional to the list size, so it is O(n)."

[OK] Correct: Because Bubble Sort compares pairs many times in nested loops, the total steps grow much faster than just the list size.

Interview Connect

Understanding Bubble Sort's time complexity helps you appreciate why more efficient sorting methods are used in real projects.

Self-Check

"What if we add a flag to stop early when no swaps happen? How would the time complexity change in the best case?"

Practice

1. What is the main idea behind the Bubble Sort algorithm?

easy

A. Divide the list into halves and sort each half separately

B. Insert each element into its correct position in a sorted sublist

C. Use a pivot to partition the list into smaller parts

D. Repeatedly swap adjacent elements if they are in the wrong order

Solution

1. Step 1: Understand Bubble Sort process

   Bubble Sort compares adjacent elements and swaps them if they are out of order.

2. Step 2: Identify the correct description

   This swapping of neighbors continues until the list is sorted, which matches Repeatedly swap adjacent elements if they are in the wrong order.

3. Final Answer:

   Repeatedly swap adjacent elements if they are in the wrong order -> Option D

4. Quick Check:

   Bubble Sort = Swap neighbors [OK]

Hint: Bubble Sort swaps neighbors repeatedly until sorted [OK]

Common Mistakes:

• Confusing Bubble Sort with Quick Sort or Merge Sort
• Thinking it divides the list into parts
• Assuming it inserts elements like Insertion Sort

2. Which of the following is the correct syntax to swap two elements arr[i] and arr[i+1] in C# during Bubble Sort?

easy

A. temp = arr[i]; arr[i] = arr[i+1]; arr[i+1] = temp;

B. arr[i] = arr[i+1]; arr[i+1] = arr[i];

C. arr[i], arr[i+1] = arr[i+1], arr[i];

D. swap(arr[i], arr[i+1]);

Solution

1. Step 1: Understand swapping in C#

   C# does not support tuple unpacking or direct swap functions by default, so a temporary variable is needed.

2. Step 2: Identify correct swap syntax

   Using a temporary variable to hold one value, then swapping is correct as in temp = arr[i]; arr[i] = arr[i+1]; arr[i+1] = temp;.

3. Final Answer:

   temp = arr[i]; arr[i] = arr[i+1]; arr[i+1] = temp; -> Option A

4. Quick Check:

   Use temp variable to swap [OK]

Hint: Use a temp variable to swap two elements in C# [OK]

Common Mistakes:

• Trying to swap without a temp variable
• Using Python-style tuple swap syntax
• Assuming a built-in swap function exists

3. What will be the output of the following C# code snippet after applying one full pass of Bubble Sort?

int[] arr = {5, 3, 8, 4};
for (int i = 0; i < arr.Length - 1; i++) {
  if (arr[i] > arr[i + 1]) {
    int temp = arr[i];
    arr[i] = arr[i + 1];
    arr[i + 1] = temp;
  }
}
Console.WriteLine(string.Join(", ", arr));

medium

A. 3, 5, 4, 8

B. 3, 4, 5, 8

C. 5, 3, 4, 8

D. 8, 5, 4, 3

Solution

1. Step 1: Perform one pass of Bubble Sort on array

   Start with arr = [5, 3, 8, 4]. Compare pairs:
   5 > 3? Yes, swap -> [3, 5, 8, 4]
   5 > 8? No swap
   8 > 4? Yes, swap -> [3, 5, 4, 8]

2. Step 2: Final array after one pass

   After one pass, array is [3, 5, 4, 8].

3. Final Answer:

   3, 5, 4, 8 -> Option A

4. Quick Check:

   One pass swaps neighbors to bubble largest to end [OK]

Hint: One pass moves largest element to the end [OK]

Common Mistakes:

• Assuming full sort after one pass
• Not swapping last pair correctly
• Confusing indices in loop

4. Identify the error in this Bubble Sort code snippet and choose the correct fix:

int[] arr = {4, 2, 7, 1};
for (int i = 0; i < arr.Length; i++) {
  for (int j = 0; j < arr.Length; j++) {
    if (arr[j] > arr[j + 1]) {
      int temp = arr[j];
      arr[j] = arr[j + 1];
      arr[j + 1] = temp;
    }
  }
}

medium

A. Change outer loop to i < arr.Length - 1

B. Change inner loop condition to j < arr.Length - 1

C. Remove the inner loop completely

D. Swap arr[i] and arr[j] instead of arr[j] and arr[j+1]

Solution

1. Step 1: Analyze inner loop range

   The inner loop uses j from 0 to arr.Length, but accesses arr[j+1]. This causes out-of-range error when j = arr.Length - 1.

2. Step 2: Fix inner loop condition

   Changing inner loop to j < arr.Length - 1 prevents accessing arr[arr.Length], fixing the error.

3. Final Answer:

   Change inner loop condition to j < arr.Length - 1 -> Option B

4. Quick Check:

   Prevent out-of-range by limiting inner loop [OK]

Hint: Inner loop must stop before last index to avoid errors [OK]

Common Mistakes:

• Not adjusting inner loop range
• Changing outer loop incorrectly
• Misunderstanding which indices to swap

5. Given the array int[] arr = {7, 2, 9, 4, 3}, how many total swaps will Bubble Sort perform to fully sort the array in ascending order?

hard

A. 4

B. 5

C. 6

D. 7

Solution

1. Step 1: Trace swaps during Bubble Sort passes

   Initial array: [7, 2, 9, 4, 3]
   Pass 1:
   7 > 2? Swap -> [2, 7, 9, 4, 3] (1 swap)
   7 > 9? No swap
   9 > 4? Swap -> [2, 7, 4, 9, 3] (2 swaps)
   9 > 3? Swap -> [2, 7, 4, 3, 9] (3 swaps)
   Pass 2:
   2 > 7? No swap
   7 > 4? Swap -> [2, 4, 7, 3, 9] (4 swaps)
   7 > 3? Swap -> [2, 4, 3, 7, 9] (5 swaps)
   Pass 3:
   2 > 4? No swap
   4 > 3? Swap -> [2, 3, 4, 7, 9] (6 swaps)
   Pass 4:
   No swaps needed, array sorted.

2. Step 2: Count total swaps

   Total swaps = 6.

3. Final Answer:

   6 -> Option C

4. Quick Check:

   Count swaps each pass carefully [OK]

Hint: Count swaps each pass until no swaps remain [OK]

Common Mistakes:

• Counting only first pass swaps
• Forgetting swaps in later passes
• Assuming swaps equal number of elements