Count minimum cost in grid
Last updated: July 8, 2025
Quick Overview
Given a grid of non-negative integers representing the cost of moving through each cell, write a function to calculate the minimum cost to travel from the top-left corner to the bottom-right corner of the grid, moving only down or right. The function should take a 2D array as input and return an integer representing the minimum cost.
Zscaler
July 8, 2025191
8
1,127 solved
Given a grid of non-negative integers representing the cost of moving through each cell, write a function to calculate the minimum cost to travel from the top-left corner to the bottom-right corner of the grid, moving only down or right. The function should take a 2D array as input and return an integer representing the minimum cost.
This coding problem is frequently asked during Technical Screen at Zscaler. The interviewer is testing your ability to translate a problem into clean, working code while discussing time and space complexity. Zscaler expects candidates to write production-quality code, not just solve the puzzle.
What the Interviewer Expects
- Recognize the underlying problem pattern (sliding window, two pointers, BFS/DFS, etc.)
- Discuss multiple approaches and trade-offs before coding
- Implement an optimal solution with clean, production-quality code
- Handle all edge cases including boundary conditions and invalid input
- Optimize both time and space complexity with clear justification
- Test your solution systematically with well-chosen examples
Key Topics to Cover
How to Approach This
- Clarify input constraints and edge cases before writing code.
- Walk through your approach verbally and confirm with the interviewer before coding.
- Start with a brute force solution, then optimize. Mention time and space complexity.
- Test your solution with examples, including edge cases like empty input or duplicates.
- Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
- How would your solution change if the input was sorted?
- How would you modify your solution to handle streaming input?
- Can you solve this in a single pass?
- How would you test this solution thoroughly?
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Problem Analysis
This problem can be effectively solved using Dynamic Programming. The reason this technique applies here is that we can break down the problem into smaller subproblems: the minimum cost to reach a...
Approach
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Initialization: Create a 2D array
dpof the same size as the input grid to store the minimum costs. Setdp[0][0]togrid[0][0]since that's the starting point. -
**Fill the First Row an...