Title
Approximating Edit Distance within Constant Factor in Truly Sub-Quadratic Time
Abstract
Edit distance is a measure of similarity of two strings based on the minimum number of character insertions, deletions, and substitutions required to transform one string into the other. The edit distance can be computed exactly using a dynamic programming algorithm that runs in quadratic time. Andoni, Krauthgamer and Onak (2010) gave a nearly linear time algorithm that approximates edit distance within approximation factor poly(log n). In this paper, we provide an algorithm with running time Õ(n^2-2/7) that approximates the edit distance within a constant factor.
Year
DOI
Venue
2018
10.1109/FOCS.2018.00096
2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS)
Keywords
DocType
Volume
Edit distance,Approximation algorithm,Sub quadratic time algorithm,Randomized algorithm
Conference
abs/1810.03664
ISSN
ISBN
Citations 
1523-8288
978-1-5386-4231-3
1
PageRank 
References 
Authors
0.35
12
5
Name
Order
Citations
PageRank
Diptarka Chakraborty141.06
Debarati Das226.49
Elazar Goldenberg343.85
Michal Koucky4776.06
Michael Saks52595302.11