Graph Theory37 sections · 1633 units
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Linked List Cycle II - Lessons

(summary)

Floyd's algorithm is the standard for cycle detection with O(1)O(1) space. When you see linked lists with possible cycles, think tortoise and hare. It is fast and effective. The two-phase approach generalizes. Detect first, then locate. This pattern appears in many functional graph problems.

Separation of concerns makes debugging easier. Always handle the no-cycle case by checking for null pointers before dereferencing. Forgetting this check is a common bug that crashes your program.