Delete a Node from Circular Linked List in DSA Typescript - Time & Space Complexity

Time Complexity: Delete a Node from Circular Linked List

O(n)

Understanding Time Complexity

When deleting a node from a circular linked list, we want to know how the time to find and remove the node changes as the list grows.

We ask: How many steps does it take to delete a node depending on the list size?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

function deleteNode(head: Node | null, key: number): Node | null {
  if (!head) return null;
  let curr = head, prev = null;
  do {
    if (curr.data === key) {
      if (prev) prev.next = curr.next;
      else {
        // find last node to update its next
        let last = head;
        while (last.next !== head) last = last.next;
        if (last === head) {
          return null;
        }
        last.next = curr.next;
        head = curr.next;
      }
      break;
    }
    prev = curr;
    curr = curr.next;
  } while (curr !== head);
  return head;
}
    

This code searches for a node with a given value and removes it from the circular linked list.

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Loop that traverses nodes to find the target node.
• How many times: Up to n times, where n is the number of nodes in the list.

How Execution Grows With Input

As the list grows, the search loop may need to check more nodes before finding the target.

Input Size (n)	Approx. Operations
10	Up to 10 checks
100	Up to 100 checks
1000	Up to 1000 checks

Pattern observation: The number of steps grows roughly in direct proportion to the list size.

Final Time Complexity

Time Complexity: O(n)

This means the time to delete a node grows linearly with the number of nodes in the list.

Common Mistake

[X] Wrong: "Deleting a node in a circular linked list always takes constant time because we just change pointers."

[OK] Correct: We must first find the node to delete, which can take time proportional to the list size.

Interview Connect

Understanding this helps you explain how linked list operations scale and shows you can reason about pointer-based data structures clearly.

Self-Check

"What if the list had a direct pointer to the node to delete? How would the time complexity change?"

Practice

1. What happens when you delete the only node in a circular linked list?

easy

A. The list becomes empty (null).

B. The list still contains the deleted node.

C. The list points to itself indefinitely.

D. The list throws an error.

Solution

1. Step 1: Understand the single node case

   When there is only one node, it points to itself forming a circle.

2. Step 2: Delete the only node

   Removing this node leaves no nodes, so the list becomes empty (null).

3. Final Answer:

   The list becomes empty (null). -> Option A

4. Quick Check:

   Single node deleted = empty list [OK]

Hint: Deleting last node empties the list [OK]

Common Mistakes:

• Assuming list still has nodes after deleting the only node
• Not setting head to null after deletion

2. Which of the following is the correct way to update the previous node's next pointer when deleting a node in a circular linked list?

easy

A. prev.next = node.next;

B. node.next = prev.next;

C. prev = node.next;

D. node = prev.next;

Solution

1. Step 1: Identify the pointer to update

   To remove a node, the previous node's next pointer must skip the node to delete.

2. Step 2: Update the previous node's next pointer

   Set prev.next to node.next to bypass the node being deleted.

3. Final Answer:

   prev.next = node.next; -> Option A

4. Quick Check:

   prev.next points to node.next [OK]

Hint: Prev node's next skips deleted node [OK]

Common Mistakes:

• Assigning node.next to prev.next instead of the other way
• Changing the node variable instead of prev.next

3. Consider the circular linked list: 10 -> 20 -> 30 -> (back to 10). If we delete the node with value 20, what will be the new list?

medium

A. 10 -> 20 -> 30 -> (back to 10)

B. 10 -> 30 -> (back to 10)

C. 20 -> 30 -> (back to 20)

D. 30 -> 10 -> (back to 30)

Solution

1. Step 1: Identify node to delete and its previous node

   Node with value 20 is between 10 and 30. Previous node is 10.

2. Step 2: Update previous node's next pointer

   Set 10's next pointer to 30, skipping 20.

3. Final Answer:

   10 -> 30 -> (back to 10) -> Option B

4. Quick Check:

   Deleted 20, list links 10 to 30 [OK]

Hint: Link previous node to next of deleted node [OK]

Common Mistakes:

• Not updating the previous node's next pointer
• Deleting wrong node or not updating links

4. Given this TypeScript code snippet to delete a node from a circular linked list, what is the error?

function deleteNode(head: Node | null, key: number): Node | null {
  if (!head) return null;
  let curr = head, prev = null;
  do {
    if (curr.data === key) {
      if (prev) prev.next = curr.next;
      else head = curr.next;
      return head;
    }
    prev = curr;
    curr = curr.next;
  } while (curr !== head);
  return head;
}

medium

A. Does not handle the empty list case.

B. Uses 'do-while' incorrectly causing infinite loop.

C. Returns null even if node is not found.

D. Does not update the tail node's next pointer when deleting head.

Solution

1. Step 1: Analyze deletion of head node

   If deleting head, code sets head to curr.next but does not update tail's next pointer.

2. Step 2: Identify missing tail update

   In circular list, tail's next must point to new head to maintain circularity.

3. Final Answer:

   Does not update the tail node's next pointer when deleting head. -> Option D

4. Quick Check:

   Tail.next must update on head deletion [OK]

Hint: Update tail's next when head is deleted [OK]

Common Mistakes:

• Ignoring tail pointer update after head deletion
• Assuming head change auto-updates tail's next

5. You have a circular linked list with nodes: 5 -> 10 -> 15 -> 20 -> (back to 5). You want to delete the node with value 5 (head node). Which steps correctly delete the head and maintain the circular list?

hard

A. Delete head node and set head to null.

B. Set head to head.next only, no other changes.

C. Find tail node, set tail.next to head.next, update head to head.next.

D. Find tail node, set tail.next to null, update head to head.next.

Solution

1. Step 1: Find the tail node

   Traverse list to find node whose next points to head (value 20).

2. Step 2: Update tail's next pointer and head

   Set tail.next to head.next (node with value 10), then update head to head.next.

3. Final Answer:

   Find tail node, set tail.next to head.next, update head to head.next. -> Option C

4. Quick Check:

   Tail.next points to new head after deletion [OK]

Hint: Update tail.next before changing head [OK]

Common Mistakes:

• Not updating tail.next causing broken circular link
• Setting tail.next to null breaks circular list