← MathWorks Interview Insights
I went straight into cycle detection without asking which variant they wanted, which was a mistake.
Clarify the exact problem (cycle detection, cycle start, middle node, or k-th from end) and confirm constraints like list length and memory limits. Explain the two-pointer technique (slow/fast or lead/follow) and walk through the algorithm step-by-step, using a small example to illustrate. Analyze time and space complexity, and mention edge cases such as empty list, single node, or no cycle.
Pro tip: For cycle problems, emphasize that Floyd's algorithm uses O(1) space and explain the mathematical reasoning behind why the pointers meet at the cycle start. For k-th from end, mention the lead-follow approach and handle k > length gracefully.
Ask which specific two-pointer problem it is and confirm constraints (e.g., list length, memory limits, whether modification is allowed).
For cycle detection/start, use slow and fast pointers; for middle node, use slow and fast; for k-th from end, use lead and follow pointers with a gap of k.
Explain step-by-step how pointers move and what conditions terminate the loop. Use a small example to illustrate.
State time and space complexity (usually O(n) time, O(1) space) and discuss edge cases like empty list, single node, no cycle, or k out of bounds.
Mention alternative approaches (e.g., hash set for cycle detection) and trade-offs, or how to adapt if the list is doubly linked or if you need to return the node itself.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.