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Everything about Longest increasing subsequence

Computer science problem

In computer science, the longest increasing subsequence problem aims to find a subsequence of a given sequence in which the subsequence's elements are sorted in an ascending order and in which the subsequence is as long as possible. This subsequence is not necessarily contiguous or unique. The longest increasing subsequences are studied in the context of various disciplines related to mathematics, including algorithmics, random matrix theory, representation theory, and physics. The longest increasing subsequence problem is solvable in time where denotes the length of the input sequence. Wikipedia →

🧭 Start here: a 6-step reading path

  1. Read the overview: Longest increasing subsequenceA 5-minute orientation
  2. Skim a recent paper: Computing the longest common almost-increasing subsequenceInfluential work since 2022
  3. Pick up a classic book: Malliavin Calculus and Stochastic AnalysisThe most-reprinted book on the subject
  4. Read the landmark paper: On the distribution of the length of the longest increasing subsequence of random permutationsCited 715 times
  5. Go sideways: Erdős–Szekeres theoremA closely related topic
  6. Go sideways: Shortest common supersequenceA closely related topic

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🏆 Landmark papers (most cited)

🆕 Influential since 2022

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