Learning Outcome
After this lesson, you should be able to evaluate postfix expressions by storing operands until an operator is ready to apply.
Problem Statement
Given an array of tokens in Reverse Polish Notation, evaluate the expression and return the integer result. Operators are applied to the two most recent operands.
| Input | Output | Why |
|---|---|---|
["2","1","+","3","*"] | 9 | (2 + 1) * 3 = 9 |
["4","13","5","/","+"] | 6 | 4 + (13 / 5) = 6 with integer truncation toward zero. |
Brute Force Approach
Repeatedly search the token list for an operator, apply it to the two previous numbers, replace the three tokens with the result, and continue.
This works conceptually, but repeated list edits are inefficient and awkward.
Optimized Approach
Use a stack. Push numbers. When an operator appears, pop the right operand first, then the left operand, apply the operator, and push the result back.
The operand order matters for subtraction and division.
Exact Pseudocode
stack = empty stack
for token in tokens:
if token is a number:
push integer(token)
else:
right = pop stack
left = pop stack
result = apply token to left and right
push result
return stack.top
Reference Code
class Solution:
def evalRPN(self, tokens):
stack = []
for token in tokens:
if token not in {"+", "-", "*", "/"}:
stack.append(int(token))
continue
right = stack.pop()
left = stack.pop()
if token == "+":
stack.append(left + right)
elif token == "-":
stack.append(left - right)
elif token == "*":
stack.append(left * right)
else:
stack.append(int(left / right))
return stack[-1]Sample Dry Run
| token | stack before | Action | stack after |
|---|---|---|---|
2 | [] | Push number | [2] |
1 | [2] | Push number | [2,1] |
+ | [2,1] | Pop 1 and 2, push 3 | [3] |
3 | [3] | Push number | [3,3] |
* | [3,3] | Push 9 | [9] |
Complexity
| Measure | Value | Reason |
|---|---|---|
| Time | O(n) | Each token is processed once. |
| Space | O(n) | The stack may store many operands. |
Edge Cases
- Negative number tokens such as
"-11". - Subtraction and division require correct operand order.
- Integer division truncates toward zero in the common problem definition.
Interview Checklist
- Pop right operand first, then left operand.
- Distinguish negative numbers from the minus operator.
- Use truncation toward zero for division.
FAQs
Why does a stack fit RPN?
Operands wait until an operator arrives, and the most recent operands are used first.
Why does operand order matter?
left - right and left / right are not the same as reversing the operands.
What is the core pattern?
Stack-based expression evaluation.