Longest Common Subsequence

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:abbreviation gptkb:LCS
gptkbp:application DNA sequence analysis
diff tools
file comparison
gptkbp:category sequence alignment
gptkbp:complexity O(mn)
gptkbp:describedYear 1970s
gptkbp:field computer science
bioinformatics
gptkbp:firstDescribed gptkb:Donald_Knuth
gptkbp:generalizes Longest Increasing Subsequence
https://www.w3.org/2000/01/rdf-schema#label Longest Common Subsequence
gptkbp:input two sequences
gptkbp:output longest sequence that is a subsequence of both inputs
gptkbp:solvedBy dynamic programming
gptkbp:spaceComplexity O(mn)
gptkbp:supportsAlgorithm gptkb:Levenshtein_distance
edit distance
gptkbp:type dynamic programming problem
string problem
gptkbp:bfsParent gptkb:LCS
gptkbp:bfsLayer 5