PayPal Word Search Grid Interview - DFS Backtracking
Question Description
Problem overview
You're given an m × n letter grid (matrix) and a target word. You must determine whether the word can be formed by walking through sequentially adjacent cells (only horizontal or vertical moves). You cannot reuse the same cell within a single match.
What you'll be asked to do
You should implement a function that returns True if the target string exists in the board under those rules, otherwise False. In an online assessment you will typically be asked to: start a search from candidate start cells that match the first character, explore neighbors using DFS, and backtrack when a path fails.
High-level approach and flow
- Validate inputs and handle edge cases (empty word, empty board, word length > m*n).
- For each cell matching word[0], run a DFS that tries to match characters one-by-one, marking visited cells and restoring them after backtracking.
- If DFS reaches the end of the word, return True; otherwise continue searching.
Skills and signals you should demonstrate
- Correct DFS/backtracking implementation and in-place visited marking (or boolean visited array).
- Reasoning about time and space complexity (worst-case O(mn4^L) naive; L = word length) and practical pruning.
- Handling edge cases and writing clear, testable code.
Optimizations & interview tips
- Early pruning: compare character frequencies or stop when remaining cells < remaining letters.
- In-place marking (e.g., temporary sentinel) to save memory, but restore state before returning.
- For multiple-word variants, mention Trie + DFS (Word Search II).
Practice writing the DFS iteratively and recursively, and be ready to explain trade-offs and complexity.
Common Follow-up Questions
- •How would you modify your solution to allow diagonal moves (8-directional adjacency)? Explain complexity changes.
- •Return the actual path (list of coordinates) for the first successful match. How does this change your backtracking logic?
- •Count how many distinct occurrences of the word exist in the board. How do you avoid double-counting overlapping paths?
- •If asked to find many words in the same board, how would you change your approach (hint: Trie + DFS)? Discuss time and memory trade-offs.
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