Clone Linked List with Random Pointer in DSA C# - Time & Space Complexity

Time Complexity: Clone Linked List with Random Pointer

O(n)

Understanding Time Complexity

We want to understand how the time needed to clone a linked list with random pointers changes as the list grows.

How does the number of steps grow when the list gets longer?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

public Node CloneList(Node head) {
    if (head == null) return null;
    Node curr = head;
    while (curr != null) {
        Node copy = new Node(curr.val);
        copy.next = curr.next;
        curr.next = copy;
        curr = copy.next;
    }
    curr = head;
    while (curr != null) {
        if (curr.random != null) curr.next.random = curr.random.next;
        curr = curr.next.next;
    }
    curr = head;
    Node copyHead = head.next;
    while (curr != null) {
        Node copy = curr.next;
        curr.next = copy.next;
        if (copy.next != null) copy.next = copy.next.next;
        curr = curr.next;
    }
    return copyHead;
}
    

This code creates a deep copy of a linked list where each node has a next and a random pointer.

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Three separate while loops that each go through the entire list once.
• How many times: Each loop runs once over all nodes, so about n times each, where n is the number of nodes.

How Execution Grows With Input

Each loop runs through the list once, so the total steps grow roughly three times the number of nodes.

Input Size (n)	Approx. Operations
10	About 30 steps
100	About 300 steps
1000	About 3000 steps

Pattern observation: The total work grows linearly as the list gets longer.

Final Time Complexity

Time Complexity: O(n)

This means the time to clone the list grows in direct proportion to the number of nodes.

Common Mistake

[X] Wrong: "Because there are three loops, the time complexity is O(n³)."

[OK] Correct: The loops run one after another, not nested inside each other, so their times add up, not multiply.

Interview Connect

Understanding this helps you explain how to efficiently copy complex linked structures, a skill useful in many coding challenges.

Self-Check

"What if the random pointer could point to any node in a separate list? How would the time complexity change?"

Practice

1. What is the main challenge when cloning a linked list with a random pointer?

easy

A. Reversing the linked list before cloning

B. Sorting the linked list before cloning

C. Copying the next pointers correctly while preserving the random pointers

D. Ignoring the random pointers during cloning

Solution

1. Step 1: Understand the structure of the linked list

   The linked list has two pointers: next and random. The next pointer points to the next node, and the random pointer can point to any node or null.

2. Step 2: Identify the cloning challenge

   While cloning, copying next pointers is straightforward, but random pointers can point anywhere, so they must be copied carefully to preserve the original structure.

3. Final Answer:

   Copying the next pointers correctly while preserving the random pointers -> Option C

4. Quick Check:

   Random pointer preservation = main cloning challenge [OK]

Hint: Remember random pointers can point anywhere, handle them carefully [OK]

Common Mistakes:

• Ignoring random pointers during cloning
• Assuming random pointers follow next pointers
• Trying to sort or reverse the list before cloning

2. Which of the following C# code snippets correctly declares a node class for a linked list with a random pointer?

easy

A. public class Node { public int val; public Node next; public Node random; public Node(int val) { this.val = val; next = null; random = null; } }

B. public class Node { int val; Node next; Node random; }

C. class Node { public int val; public Node next; }

D. public struct Node { public int val; public Node next; public Node random; }

Solution

1. Step 1: Check for correct access modifiers and constructor

   public class Node { public int val; public Node next; public Node random; public Node(int val) { this.val = val; next = null; random = null; } } declares a public class with public fields and a constructor initializing val, next, and random to null, which is correct.

2. Step 2: Identify issues in other options

   public class Node { int val; Node next; Node random; } lacks access modifiers and constructor. class Node { public int val; public Node next; } misses random pointer. public struct Node { public int val; public Node next; public Node random; } uses struct which is not ideal for linked list nodes.

3. Final Answer:

   Option A code snippet correctly declares the node class -> Option A

4. Quick Check:

   Public class with constructor = correct node declaration [OK]

Hint: Use public class with constructor initializing all pointers [OK]

Common Mistakes:

• Missing public access modifiers
• Not initializing pointers in constructor
• Using struct instead of class for nodes

3. Given the following code snippet for cloning a linked list with random pointers, what will be the output of the cloned list's node values in order?

Node head = new Node(1);
head.next = new Node(2);
head.next.next = new Node(3);
head.random = head.next.next; // 1's random points to 3
head.next.random = head; // 2's random points to 1
head.next.next.random = head.next; // 3's random points to 2

Node clonedHead = CloneLinkedList(head);
Node current = clonedHead;
while (current != null) {
    Console.Write(current.val + " ");
    current = current.next;
}

medium

A. 3 2 1

B. 1 2 3

C. 1 3 2

D. 2 1 3

Solution

1. Step 1: Understand the original list structure

   The original list nodes are 1 -> 2 -> 3 with next pointers in that order. Random pointers do not affect the order of next pointers.

2. Step 2: Cloning preserves next order

   The CloneLinkedList function clones nodes preserving the next pointer order, so the cloned list will have nodes 1 -> 2 -> 3 in sequence.

3. Final Answer:

   1 2 3 -> Option B

4. Quick Check:

   Next pointers order = 1 2 3 [OK]

Hint: Cloning preserves next order; random pointers don't change sequence [OK]

Common Mistakes:

• Confusing random pointer order with next pointer order
• Assuming cloned list reverses nodes
• Printing random pointer values instead of node values

4. Identify the bug in the following CloneLinkedList method that clones a linked list with random pointers:

public Node CloneLinkedList(Node head) {
    if (head == null) return null;
    Node current = head;
    while (current != null) {
        Node copy = new Node(current.val);
        copy.next = current.next;
        current.next = copy;
        current = current.next;
    }
    // Setting random pointers omitted for brevity
    return head.next;
}

medium

A. The method returns the original list head instead of cloned head

B. Random pointers are not set, so cloned list is incomplete

C. The copy node's next pointer is set incorrectly

D. The current pointer update causes an infinite loop

Solution

1. Step 1: Analyze the while loop pointer update

   Inside the loop, current is updated with current = current.next, but after insertion, current.next points to the copy node, so current moves to copy node again, causing an infinite loop.

2. Step 2: Correct pointer update to skip copy node

   To avoid infinite loop, current should be updated to current.next.next to move to the next original node.

3. Final Answer:

   The current pointer update causes an infinite loop -> Option D

4. Quick Check:

   Pointer update must skip copy node to avoid infinite loop [OK]

Hint: Update current to current.next.next after inserting copy [OK]

Common Mistakes:

• Updating current to current.next causes infinite loop
• Forgetting to set random pointers
• Returning original head instead of cloned head

5. You want to clone a linked list with random pointers in O(n) time and O(1) extra space. Which approach correctly achieves this?

hard

A. Interleave cloned nodes with original nodes, set random pointers, then separate lists

B. Reverse the original list, clone nodes, then reverse back

C. Create a new list by copying values only, ignoring random pointers

D. Use a hash map to store original to cloned node mappings

Solution

1. Step 1: Understand space and time constraints

   O(n) time and O(1) extra space means no extra data structures like hash maps can be used.

2. Step 2: Use interleaving method

   Interleave cloned nodes between original nodes, set random pointers using original nodes, then separate the two lists. This uses no extra space and runs in linear time.

3. Final Answer:

   Interleave cloned nodes with original nodes, set random pointers, then separate lists -> Option A

4. Quick Check:

   Interleaving nodes = O(n) time & O(1) space cloning [OK]

Hint: Interleave clones between originals to avoid extra space [OK]

Common Mistakes:

• Using hash map increases space to O(n)
• Ignoring random pointers during cloning
• Reversing list does not help cloning random pointers