Better approximation algorithms for scaffolding problems

Zhi-Zhong Chen*, Youta Harada, Eita Machida, Fei Guo, Lusheng Wang

*Corresponding author for this work

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

3 Citations (Scopus)

Abstract

Scaffolding is one of the main stages in genome assembly. During this stage, we want to merge contigs assembled from the paired-end reads into bigger chains called scaffolds. For this purpose, the following graph-theoretical problem has been proposed: Given an edge-weighted complete graph G and a perfect matching D of G, we wish to find a Hamiltonian path P in G such that all edges of D appear in P and the total weight of edges in P but not in D is maximized. This problem is NP-hard and the previously best polynomial-time approximation algorithm for it achieves a ratio of 1 2. In this paper, we design a new polynomial-time approximation algorithm achieving a ratio of (formula presented) for any constant 0 <ε <1. Several generalizations of the problem have also been introduced in the literature and we present polynomial-time approximation algorithms for them that achieve better approximation ratios than the previous bests. In particular, one of the algorithms answers an open question.
Original languageEnglish
Title of host publicationFrontiers in Algorithmics
Subtitle of host publication10th International Workshop, FAW 2016, Proceedings
EditorsSergey Bereg, Daming Zhu
PublisherSpringer Verlag
Pages17-28
Volume9711
ISBN (Print)9783319398167
DOIs
Publication statusPublished - 2016
Event10th International Workshop on Frontiers in Algorithmics, FAW 2016 - Qingdao, China
Duration: 30 Jun 20162 Jul 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9711
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference10th International Workshop on Frontiers in Algorithmics, FAW 2016
PlaceChina
CityQingdao
Period30/06/162/07/16

Research Keywords

  • Approximation algorithms
  • Matchings
  • Randomized algorithms
  • Scaffolding

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