Traversal Forward and Backward in DSA C# - Time & Space Complexity

Time Complexity: Traversal Forward and Backward

O(n)

Understanding Time Complexity

We want to understand how long it takes to move through a list from start to end and then back again.

How does the time grow when the list gets bigger?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

// Traverse forward and backward in a doubly linked list
void TraverseForwardBackward(Node head) {
    Node current = head;
    while (current.Next != null) {
        // Move forward
        current = current.Next;
    }
    while (current != null) {
        // Move backward
        current = current.Prev;
    }
}
    

This code moves through the list from the first node to the last, then back from the last to the first.

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Two while loops that each traverse the list nodes.
• How many times: Each loop runs once over all nodes, so each runs n-1 times if the list has n nodes.

How Execution Grows With Input

As the list gets bigger, the time to go forward and backward grows in a simple way.

Input Size (n)	Approx. Operations
10	About 18 steps (9 forward + 9 backward)
100	About 198 steps
1000	About 1998 steps

Pattern observation: The total steps grow roughly twice the size of the list minus 2, so it grows linearly.

Final Time Complexity

Time Complexity: O(n)

This means the time to traverse forward and backward grows directly with the number of nodes.

Common Mistake

[X] Wrong: "Because there are two loops, the time is O(n²)."

[OK] Correct: Each loop runs separately over the list once, so their times add up, not multiply.

Interview Connect

Understanding how simple traversals scale helps you explain and optimize list operations clearly in interviews.

Self-Check

"What if we combined the forward and backward traversal into one loop? How would the time complexity change?"

Practice

1. What does Traversal Forward and Backward mean in the context of a doubly linked list?

easy

A. Visiting nodes from the start to the end and then from the end back to the start

B. Only visiting nodes from the start to the end

C. Visiting nodes randomly without order

D. Visiting nodes only from the end to the start

Solution

1. Step 1: Understand traversal directions

   Traversal forward means visiting nodes from the first node to the last node. Traversal backward means visiting nodes from the last node back to the first node.

2. Step 2: Apply to doubly linked list

   A doubly linked list allows moving in both directions because each node has links to the next and previous nodes.

3. Final Answer:

   Visiting nodes from the start to the end and then from the end back to the start -> Option A

4. Quick Check:

   Forward and backward traversal = visiting nodes both ways [OK]

Hint: Think of walking forward then turning back [OK]

Common Mistakes:

• Confusing traversal with random access
• Thinking traversal is only forward
• Ignoring backward links in doubly linked list

2. Which of the following is the correct syntax to traverse a doubly linked list forward in C#?

easy

A. for(Node current = tail; current != null; current = current.Next) { /* process current */ }

B. for(Node current = head; current != null; current = current.Next) { /* process current */ }

C. for(Node current = head; current != null; current = current.Prev) { /* process current */ }

D. for(Node current = tail; current != null; current = current.Prev) { /* process current */ }

Solution

1. Step 1: Identify forward traversal

   Forward traversal starts at the head and moves to the next node repeatedly until null.

2. Step 2: Check syntax correctness

   for(Node current = head; current != null; current = current.Next) { /* process current */ } correctly starts at head and moves using current = current.Next. Other options either start at tail or move backward.

3. Final Answer:

   for(Node current = head; current != null; current = current.Next) { /* process current */ } -> Option B

4. Quick Check:

   Forward traversal uses Next pointer from head [OK]

Hint: Forward means start at head and use Next [OK]

Common Mistakes:

• Starting at tail for forward traversal
• Using Prev pointer for forward traversal
• Confusing Next and Prev pointers

3. Given the doubly linked list with nodes containing values 1, 2, 3, 4, what is the output of this forward traversal code?

Node current = head;
while(current != null) {
    Console.Write(current.Value + " -> ");
    current = current.Next;
}
Console.WriteLine("null");

medium

A. null

B. 4 -> 3 -> 2 -> 1 -> null

C. 1 -> 2 -> 3 -> 4 -> null

D. 1 -> 2 -> 3 -> null

Solution

1. Step 1: Understand the list structure

   The list nodes are 1 linked to 2, then 3, then 4, in order.

2. Step 2: Trace the forward traversal

   Starting at head (1), print 1, move to 2, print 2, move to 3, print 3, move to 4, print 4, then current becomes null and loop ends.

3. Final Answer:

   1 -> 2 -> 3 -> 4 -> null -> Option C

4. Quick Check:

   Forward traversal prints nodes in order [OK]

Hint: Follow Next pointers from head to null [OK]

Common Mistakes:

• Printing backward order instead of forward
• Missing last node in output
• Printing null before nodes

4. Identify the error in this backward traversal code of a doubly linked list:

Node current = head;
while(current != null) {
    Console.Write(current.Value + " <- ");
    current = current.Prev;
}
Console.WriteLine("null");

medium

A. Missing null check in loop

B. Using Prev pointer instead of Next

C. Incorrect print format

D. Starting traversal from head instead of tail

Solution

1. Step 1: Understand backward traversal

   Backward traversal should start from the tail node, not the head.

2. Step 2: Analyze given code

   The code starts at head and tries to move backward using Prev, but head.Prev is null, so loop ends immediately.

3. Final Answer:

   Starting traversal from head instead of tail -> Option D

4. Quick Check:

   Backward traversal must start at tail [OK]

Hint: Backward means start at tail, not head [OK]

Common Mistakes:

• Starting backward traversal at head
• Confusing Prev and Next pointers
• Ignoring list ends (null pointers)

5. You have a doubly linked list with nodes: 10 <-> 20 <-> 30 <-> 40. Write a method to print the list forward and then backward without using extra data structures. What will be the output?

hard

A. 10 -> 20 -> 30 -> 40 -> null
40 -> 30 -> 20 -> 10 -> null

B. 40 -> 30 -> 20 -> 10 -> null
10 -> 20 -> 30 -> 40 -> null

C. 10 -> 20 -> 30 -> 40 -> null
null

D. null
40 -> 30 -> 20 -> 10 -> null

Solution

1. Step 1: Traverse forward from head to tail

   Start at head (10), print each node's value moving via Next until null: 10 -> 20 -> 30 -> 40 -> null.

2. Step 2: Traverse backward from tail to head

   After reaching tail (40), move backward using Prev pointer, printing: 40 -> 30 -> 20 -> 10 -> null.

3. Final Answer:

   10 -> 20 -> 30 -> 40 -> null 40 -> 30 -> 20 -> 10 -> null -> Option A

4. Quick Check:

   Forward then backward traversal prints nodes in both directions [OK]

Hint: Print forward using Next, backward using Prev [OK]

Common Mistakes:

• Trying to traverse backward from head
• Printing null before nodes
• Using extra data structures unnecessarily