Evaluate Postfix Expression Using Stack in DSA Javascript - Time & Space Complexity

Time Complexity: Evaluate Postfix Expression Using Stack

O(n)

Understanding Time Complexity

We want to understand how the time needed to evaluate a postfix expression changes as the expression gets longer.

How does the number of steps grow when the input expression size increases?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

function evaluatePostfix(expression) {
  const stack = [];
  for (const char of expression) {
    if (!isNaN(char) && char !== ' ') {
      stack.push(Number(char));
    } else {
      const b = stack.pop();
      const a = stack.pop();
      if (char === '+') stack.push(a + b);
      else if (char === '-') stack.push(a - b);
      else if (char === '*') stack.push(a * b);
      else if (char === '/') stack.push(a / b);
    }
  }
  return stack.pop();
}
    

This code evaluates a postfix expression by scanning each character, pushing numbers onto a stack, and applying operators to the top two numbers.

Identify Repeating Operations

• Primary operation: Looping through each character in the expression once.
• How many times: Exactly once for each character in the input expression.

How Execution Grows With Input

Each character is processed once, so the total steps grow directly with the expression length.

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

Pattern observation: The work grows in a straight line with input size; doubling input doubles work.

Final Time Complexity

Time Complexity: O(n)

This means the time to evaluate grows directly with the length of the postfix expression.

Common Mistake

[X] Wrong: "Since there are nested operations inside the loop, the time complexity must be quadratic."

[OK] Correct: Each character is processed once, and stack operations are constant time, so no nested loops cause repeated full scans.

Interview Connect

Understanding this helps you explain how stack-based algorithms handle expressions efficiently, a common skill in coding interviews.

Self-Check

"What if the expression included multi-digit numbers separated by spaces? How would the time complexity change?"

Practice

1. What is the main data structure used to evaluate a postfix expression?

easy

A. Linked List

B. Queue

C. Stack

D. Array

Solution

1. Step 1: Understand postfix evaluation process

   Postfix expressions are evaluated using a stack to hold operands until an operator is encountered.

2. Step 2: Identify the correct data structure

   The stack allows pushing operands and popping them for operations, which fits postfix evaluation perfectly.

3. Final Answer:

   Stack -> Option C

4. Quick Check:

   Postfix evaluation uses stack = Stack [OK]

Hint: Postfix uses stack to hold operands until operators appear [OK]

Common Mistakes:

• Choosing queue instead of stack
• Using array without stack operations
• Confusing with infix evaluation

2. Which of the following is the correct way to push an element onto a stack in JavaScript?

easy

A. stack.push(element);

B. stack.add(element);

C. stack.insert(element);

D. stack.enqueue(element);

Solution

1. Step 1: Recall JavaScript stack operations

   JavaScript arrays use push() to add elements to the end, simulating stack push.

2. Step 2: Match correct method

   push() is the standard method; add(), insert(), enqueue() are incorrect for stack push.

3. Final Answer:

   stack.push(element); -> Option A

4. Quick Check:

   Push uses push() method = stack.push(element); [OK]

Hint: Use push() to add elements to stack in JavaScript [OK]

Common Mistakes:

• Using add() or insert() which don't exist
• Confusing enqueue() with queue operation
• Using pop() instead of push()

3. What is the output of the following JavaScript code that evaluates the postfix expression "23+5*"?

function evaluatePostfix(expr) {
  const stack = [];
  for (const ch of expr) {
    if (!isNaN(ch)) {
      stack.push(Number(ch));
    } else {
      const b = stack.pop();
      const a = stack.pop();
      if (ch === '+') stack.push(a + b);
      else if (ch === '*') stack.push(a * b);
    }
  }
  return stack.pop();
}
console.log(evaluatePostfix("23+5*"));

medium

A. 25

B. 15

C. 10

D. Error

Solution

1. Step 1: Evaluate postfix expression "23+5*" step-by-step

   Push 2, push 3, then '+' operator: pop 3 and 2, add = 5, push 5. Push 5, then '*' operator: pop 5 and 5, multiply = 25, push 25.

2. Step 2: Final stack value

   Only one value 25 remains, which is returned and printed.

3. Final Answer:

   25 -> Option A

4. Quick Check:

   2+3=5, 5*5=25 = 25 [OK]

Hint: Calculate stepwise: operands pushed, operators pop two and push result [OK]

Common Mistakes:

• Mixing operand order in subtraction/division
• Forgetting to convert char to number
• Confusing operator precedence

4. Identify the error in the following postfix evaluation code snippet:

function evalPostfix(expr) {
  const stack = [];
  for (const ch of expr) {
    if (ch >= '0' && ch <= '9') {
      stack.push(ch);
    } else {
      const b = stack.pop();
      const a = stack.pop();
      if (ch === '+') stack.push(a + b);
      else if (ch === '-') stack.push(a - b);
    }
  }
  return stack.pop();
}

medium

A. Stack pop order is reversed

B. Operands are pushed as strings, not numbers

C. Missing handling for multiplication operator

D. Loop does not iterate over expression

Solution

1. Step 1: Check how operands are pushed

   The code pushes characters directly without converting to numbers, so operands are strings.

2. Step 2: Effect of pushing strings on arithmetic

   Adding strings with '+' concatenates instead of numeric addition, causing wrong results.

3. Final Answer:

   Operands are pushed as strings, not numbers -> Option B

4. Quick Check:

   Push operands as numbers, not strings = Operands are pushed as strings, not numbers [OK]

Hint: Convert chars to numbers before pushing to stack [OK]

Common Mistakes:

• Pushing chars without Number()
• Ignoring operator cases
• Assuming pop order is wrong

5. Given the postfix expression "82/3-4*", what is the correct evaluation result using a stack-based approach?

hard

A. 6

B. 0

C. 8

D. 4

Solution

1. Step 1: Evaluate "82/3-4*" step-by-step

   Push 8, push 2, '/' operator: 8 / 2 = 4, push 4. Push 3, '-' operator: 4 - 3 = 1, push 1. Push 4, '*' operator: 1 * 4 = 4, push 4.

2. Step 2: Final stack value

   Only one value 4 remains, but check carefully: The last '*' uses 1 and 4, result 4.

3. Step 3: Re-check calculation

   Actually, after '-' operation, stack has 1. Then push 4, then '*': 1 * 4 = 4.

4. Final Answer:

   4 -> Option D

5. Quick Check:

   8/2=4, 4-3=1, 1*4=4 = 4 [OK]

Hint: Evaluate stepwise: divide, subtract, then multiply [OK]

Common Mistakes:

• Mixing operand order in division
• Skipping operator precedence
• Incorrect stack pop sequence