An optimal O(nm) algorithm for enumerating all walks common to all closed edge-covering walks of a graph

Tutkimustuotos: Lehtiartikkelivertaisarvioitu

Tutkijat

Organisaatiot

  • BEC-INFM
  • Pennsylvania State University
  • University of Verona
  • University of Helsinki

Kuvaus

In this article, we consider the following problem. Given a directed graph G, output all walks of G that are sub-walks of all closed edge-covering walks of G. This problem was first considered by Tomescu and Medvedev (RECOMB 2016), who characterized these walks through the notion of omnitig. Omnitigs were shown to be relevant for the genome assembly problem from bioinformatics, where a genome sequence must be assembled from a set of reads from a sequencing experiment. Tomescu and Medvedev (RECOMB 2016) also proposed an algorithm for listing all maximal omnitigs, by launching an exhaustive visit from every edge.

In this article, we prove new insights about the structure of omnitigs and solve several open questions about them. We combine these to achieve an O(nm)-time algorithm for outputting all the maximal omnitigs of a graph (with n nodes and m edges). This is also optimal, as we show families of graphs whose total omnitig length is Ω(nm). We implement this algorithm and show that it is 9--12 times faster in practice than the one of Tomescu and Medvedev (RECOMB 2016).

Yksityiskohdat

AlkuperäiskieliEnglanti
Artikkeli48
Sivut1-17
JulkaisuACM Transactions on Algorithms
Vuosikerta15
Numero4
TilaJulkaistu - 1 heinäkuuta 2019
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

ID: 36076376