Graph Theory37 sections · 1633 units
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Binary Lifting vs Euler Tour

(When to use each)

Binary lifting: O(nlogn)O(n \log n) preprocessing, O(logn)O(\log n) queries. Simple to implement and extend to weighted paths. Euler tour + RMQ: O(nlogn)O(n \log n) preprocessing, O(1)O(1) queries. Faster for large qq, but more complex and uses more space. For most problems, binary lifting is enough. The implementation is cleaner and easier to debug.

Use Euler tour + RMQ when q>106q > 10^6 or when you need the absolute fastest queries. In competitive programming, binary lifting is the default choice. Only switch to Euler tour if you are certain the time limit requires O(1)O(1) queries. The added complexity is not worth it for typical constraints.