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  2. Lowest common ancestor - Wikipedia

    en.wikipedia.org/wiki/Lowest_common_ancestor

    In this tree, the lowest common ancestor of the nodes x and y is marked in dark green. Other common ancestors are shown in light green. In graph theory and computer science, the lowest common ancestor (LCA) (also called least common ancestor) of two nodes v and w in a tree or directed acyclic graph (DAG) T is the lowest (i.e. deepest) node that has both v and w as descendants, where we define ...

  3. Tarjan's off-line lowest common ancestors algorithm - Wikipedia

    en.wikipedia.org/wiki/Tarjan's_off-line_lowest...

    In computer science, Tarjan's off-line lowest common ancestors algorithm is an algorithm for computing lowest common ancestors for pairs of nodes in a tree, based on the union-find data structure. The lowest common ancestor of two nodes d and e in a rooted tree T is the node g that is an ancestor of both d and e and that has the greatest depth ...

  4. Cartesian tree - Wikipedia

    en.wikipedia.org/wiki/Cartesian_tree

    In a Cartesian tree, this minimum value can be found at the lowest common ancestor of the leftmost and rightmost values in the subsequence. For instance, in the subsequence (12,10,20,15,18) of the example sequence, the minimum value of the subsequence (10) forms the lowest common ancestor of the leftmost and rightmost values (12 and 18).

  5. Tree (abstract data type) - Wikipedia

    en.wikipedia.org/wiki/Tree_(abstract_data_type)

    This unsorted tree has non-unique values (e.g., the value 2 existing in different nodes, not in a single node only) and is non-binary (only up to two children nodes per parent node in a binary tree). The root node at the top (with the value 2 here), has no parent as it is the highest in the tree hierarchy.

  6. Stern–Brocot tree - Wikipedia

    en.wikipedia.org/wiki/Stern–Brocot_tree

    It follows from the theory of Cartesian trees that the lowest common ancestor of any two numbers q and r in the Stern–Brocot tree is the rational number in the closed interval [q, r] that has the smallest denominator among all numbers in this interval.

  7. Interleave lower bound - Wikipedia

    en.wikipedia.org/wiki/Interleave_lower_bound

    Suppose is the lowest common ancestor of the sub-tree rooted at and does not contain . We have ℓ 2 {\displaystyle \ell _{2}} and r 2 {\displaystyle r_{2}} deeper than a 1 {\displaystyle a_{1}} because one of them is the transition point.

  8. Range minimum query - Wikipedia

    en.wikipedia.org/wiki/Range_minimum_query

    RMQs can be used to solve the lowest common ancestor problem [1] [2] and are used as a tool for many tasks in exact and approximate string matching. The LCA query LCA S (v, w) of a rooted tree S = (V, E) and two nodes v, w ∈ V returns the deepest node u (which may be v or w) on paths from the root to both w and v. Gabow, Bentley, and Tarjan ...

  9. Heavy-light decomposition - Wikipedia

    en.wikipedia.org/wiki/Heavy-Light_Decomposition

    In the lowest common ancestor data structure, the decomposition is used to embed the input tree into a complete binary tree of logarithmic depth, allowing each query to be solved by constant-time bitwise operations.