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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. 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 ...

  4. 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 ...

  5. Range query (computer science) - Wikipedia

    en.wikipedia.org/wiki/Range_query_(computer_science)

    Range minimum query reduced to the lowest common ancestor problem. Main article: Range minimum query When the function of interest in a range query is a semigroup operator, the notion of f − 1 {\displaystyle f^{-1}} is not always defined, so the strategy in the previous section does not work.

  6. 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).

  7. Euler tour technique - Wikipedia

    en.wikipedia.org/wiki/Euler_tour_technique

    All of the following problems can be solved in O(Prefix sum(n)) (the time it takes to solve the prefix sum problem in parallel for a list of n items): Classifying advance and retreat edges: Do list ranking on the ETR and save the result in a two-dimensional array A. Then (u,v) is an advance edge iff A(u,v) < A(v,u), and a retreat edge otherwise.

  8. East Asian societies have the world’s lowest birth rates—and ...

    www.aol.com/finance/east-asian-societies-world...

    Last year, South Korea beat its own record for having the world’s lowest birth rate, reporting 0.72 births per woman for 2023, down from 0.78 in 2022. Singapore reported 0.97 births per woman ...

  9. Longest common substring - Wikipedia

    en.wikipedia.org/wiki/Longest_common_substring

    If the tree is traversed from the bottom up with a bit vector telling which strings are seen below each node, the k-common substring problem can be solved in () time. If the suffix tree is prepared for constant time lowest common ancestor retrieval, it can be solved in Θ ( N ) {\displaystyle \Theta (N)} time.