English

Constant factor approximations to edit distance on far input pairs in nearly linear time

Data Structures and Algorithms 2019-05-10 v2

Abstract

For any T1T \geq 1, there are constants R=R(T)1R=R(T) \geq 1 and ζ=ζ(T)>0\zeta=\zeta(T)>0 and a randomized algorithm that takes as input an integer nn and two strings x,yx,y of length at most nn, and runs in time O(n1+1T)O(n^{1+\frac{1}{T}}) and outputs an upper bound UU on the edit distance ED(x,y)ED(x,y) that with high probability, satisfies UR(ED(x,y)+n1ζ)U \leq R(ED(x,y)+n^{1-\zeta}). In particular, on any input with ED(x,y)n1ζED(x,y) \geq n^{1-\zeta} the algorithm outputs a constant factor approximation with high probability. A similar result has been proven independently by Brakensiek and Rubinstein (2019).

Keywords

Cite

@article{arxiv.1904.05459,
  title  = {Constant factor approximations to edit distance on far input pairs in nearly linear time},
  author = {Michal Koucký and Michael E. Saks},
  journal= {arXiv preprint arXiv:1904.05459},
  year   = {2019}
}

Comments

Corrected typos. Revised argument in Section 4.9, results unchanged

R2 v1 2026-06-23T08:36:08.444Z