2016 · 81 citations · 34 references
ComputingComputer ScienceMathematicsAlgorithmsCombinatoricsTheory Of ComputationComplexity TheoryComputability TheoryComputational ComplexityRandomized ComplexitySublinear AlgorithmsTime ComplexityBranching AlgorithmsEdit DistanceExponential Time ComplexityLongest Common SubsequenceLongest Common SubstringLower Bound ComputationLower BoundsUpper Bounds
A recent, active line of work achieves tight lower bounds for fundamental problems under the Strong Exponential Time Hypothesis (SETH). A celebrated result of Backurs and Indyk (STOC’15) proves that computing the Edit Distance of two sequences of length n in truly subquadratic O(n2−ε) time, for some ε>0, is impossible under SETH. The result was extended by follow-up works to simpler looking problems like finding the Longest Common Subsequence (LCS).
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Russell Impagliazzo, Ramamohan Paturi · Journal of Computer and System Sciences · 2001 · 1K citations