Traversal Forward and Backward in DSA Javascript - Time & Space Complexity

Time Complexity: Traversal Forward and Backward

O(n)

Understanding Time Complexity

Traversal means visiting each item in a list one by one. Here, we look at going forward and backward through a list.

We want to know how the time taken grows as the list gets bigger.

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

const list = [1, 2, 3, 4, 5];

// Forward traversal
for (let i = 0; i < list.length; i++) {
  console.log(list[i]);
}

// Backward traversal
for (let i = list.length - 1; i >= 0; i--) {
  console.log(list[i]);
}
    

This code visits each element in the list first from start to end, then from end to start.

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Accessing each element in the list once per traversal.
• How many times: Forward loop runs n times; backward loop runs n times; total 2n times.

How Execution Grows With Input

As the list size grows, the number of steps grows roughly twice as fast because we do two full traversals.

Input Size (n)	Approx. Operations
10	20 (10 forward + 10 backward)
100	200 (100 forward + 100 backward)
1000	2000 (1000 forward + 1000 backward)

Pattern observation: Operations grow linearly with input size, doubling because of two traversals.

Final Time Complexity

Time Complexity: O(n)

This means the time grows in a straight line with the number of items, even though we do two passes.

Common Mistake

[X] Wrong: "Doing two loops means the time complexity is O(n²)."

[OK] Correct: Each loop runs separately over the list, so times add up (n + n), not multiply. This keeps it linear, not quadratic.

Interview Connect

Understanding how simple loops add up helps you explain and optimize code clearly. This skill shows you grasp how programs scale with data size.

Self-Check

"What if we combined the forward and backward traversal into a single loop that visits two elements per step? How would the time complexity change?"

Practice

1. What does it mean to traverse a linked list forward?

easy

A. Visiting nodes randomly without order

B. Visiting nodes from the first node to the last node in order

C. Skipping every other node while visiting

D. Visiting nodes from the last node to the first node in reverse order

Solution

1. Step 1: Understand forward traversal

   Forward traversal means starting at the first node (head) and moving to the next node repeatedly until the end.

2. Step 2: Compare with other options

   Backward traversal is the opposite, from last to first. Skipping or random visiting is not traversal.

3. Final Answer:

   Visiting nodes from the first node to the last node in order -> Option B

4. Quick Check:

   Forward traversal = first to last [OK]

Hint: Forward means start to end in order [OK]

Common Mistakes:

• Confusing forward with backward traversal
• Thinking traversal skips nodes
• Assuming traversal is random

2. Which of the following is the correct syntax to traverse an array arr forward in JavaScript?

easy

A. for (let i = 0; i < arr.length; i++) { console.log(arr[i]); }

B. for (let i = arr.length; i >= 0; i--) { console.log(arr[i]); }

C. for (let i = 1; i <= arr.length; i++) { console.log(arr[i]); }

D. for (let i = arr.length - 1; i > 0; i--) { console.log(arr[i]); }

Solution

1. Step 1: Identify forward traversal syntax

   Forward traversal starts at index 0 and goes up to index arr.length - 1, so i from 0 to less than arr.length.

2. Step 2: Check each option

   for (let i = 0; i < arr.length; i++) { console.log(arr[i]); } uses i = 0 to i < arr.length, correct. for (let i = arr.length; i >= 0; i--) { console.log(arr[i]); } and D count backward. for (let i = 1; i <= arr.length; i++) { console.log(arr[i]); } starts at 1 and accesses arr[arr.length], which is undefined.

3. Final Answer:

   for (let i = 0; i < arr.length; i++) { console.log(arr[i]); } -> Option A

4. Quick Check:

   Forward array loop = i from 0 to length-1 [OK]

Hint: Start index 0, end before length for forward loops [OK]

Common Mistakes:

• Starting loop at 1 instead of 0
• Using <= instead of < in loop condition
• Looping backward for forward traversal

3. What will be the output of the following code?

const arr = [10, 20, 30];
for (let i = arr.length - 1; i >= 0; i--) {
  console.log(arr[i]);
}

medium

A. 10 20 30

B. undefined undefined undefined

C. 30 20 10

D. SyntaxError

Solution

1. Step 1: Analyze loop indices

   The loop starts at i = arr.length - 1 = 2, then decrements i until 0, so indices 2, 1, 0.

2. Step 2: Print elements in reverse order

   arr[2] = 30, arr[1] = 20, arr[0] = 10, so output is 30 20 10.

3. Final Answer:

   30 20 10 -> Option C

4. Quick Check:

   Backward loop prints elements in reverse [OK]

Hint: Loop backward from length-1 to 0 for reverse output [OK]

Common Mistakes:

• Confusing forward and backward indices
• Expecting output in original order
• Off-by-one errors in loop condition

4. Identify the error in the following backward traversal code for an array nums:

for (let i = nums.length; i >= 0; i--) {
  console.log(nums[i]);
}

medium

A. No error, code is correct

B. Loop should increment i instead of decrement

C. Loop condition should be i <= nums.length

D. Loop should start at nums.length - 1 and decrement i

Solution

1. Step 1: Check loop start and direction

   Array indices go from 0 to nums.length - 1. Starting at nums.length is out of bounds.

2. Step 2: Correct loop start and decrement

   Loop should start at nums.length - 1 and decrement i to 0 to traverse backward correctly.

3. Final Answer:

   Loop should start at nums.length - 1 and decrement i -> Option D

4. Quick Check:

   Backward loop start = length-1, decrement i [OK]

Hint: Start backward loop at length-1, not length [OK]

Common Mistakes:

• Starting loop at length causing undefined access
• Incrementing index in backward loop
• Wrong loop condition allowing infinite loop

5. Given a doubly linked list, which traversal method allows visiting nodes both forward and backward efficiently?

hard

A. Using next pointers for forward and prev pointers for backward traversal

B. Using only next pointers for both directions

C. Using only prev pointers for both directions

D. Traversing randomly without pointers

Solution

1. Step 1: Understand doubly linked list structure

   Doubly linked lists have two pointers per node: next (forward) and prev (backward).

2. Step 2: Use pointers for traversal

   Forward traversal uses next pointers; backward traversal uses prev pointers efficiently.

3. Final Answer:

   Using next pointers for forward and prev pointers for backward traversal -> Option A

4. Quick Check:

   Doubly linked list uses next and prev pointers [OK]

Hint: Doubly linked list has next and prev pointers [OK]

Common Mistakes:

• Assuming single pointer can traverse both ways
• Ignoring prev pointers in backward traversal
• Thinking traversal can be random