Linearizing Genomes: Exact Methods and Local Search

被引:0
|
作者
Davot, Tom [1 ]
Chateau, Annie [1 ]
Giroudeau, Rodolphe [1 ]
Weller, Mathias [2 ]
机构
[1] LIRMM CNRS UMR 5506, Montpellier, France
[2] LIGM UMR 8049, CNRS, Champs sur Marne, France
关键词
FRAMEWORK;
D O I
10.1007/978-3-030-38919-2_41
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this article, we address the problem of genome linearization from the perspective of Polynomial Local Search, a complexity class related to finding local optima. We prove that the linearization problem, with a neighborhood structure, the neighbor slide, is PLS-complete. On the positive side, we develop two exact methods, one using tree decompositions with an efficient dynamic programming, the other using an integer linear programming. Finally, we compare them on real instances.
引用
下载
收藏
页码:505 / 518
页数:14
相关论文
共 50 条
  • [31] Local search methods for the solution of implicit inverse problems
    Elias D. Nino-Ruiz
    Carlos Ardila
    Rafael Capacho
    Soft Computing, 2018, 22 : 4819 - 4832
  • [32] A comparison of local search methods for flow shop scheduling
    Glass, CA
    Potts, CN
    ANNALS OF OPERATIONS RESEARCH, 1996, 63 : 489 - 509
  • [33] Local Search Methods for k-Means with Outliers
    Gupta, Shalmoli
    Kumar, Ravi
    Lu, Kefu
    Moseley, Benjamin
    Vassilvitskii, Sergei
    PROCEEDINGS OF THE VLDB ENDOWMENT, 2017, 10 (07): : 757 - 768
  • [34] Local search methods for the solution of implicit inverse problems
    Nino-Ruiz, Elias D.
    Ardila, Carlos
    Capacho, Rafael
    SOFT COMPUTING, 2018, 22 (14) : 4819 - 4832
  • [35] Boosting complete techniques thanks to local search methods
    Mazure, B
    Sais, L
    Gregoire, E
    ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 1998, 22 (3-4) : 319 - 331
  • [36] Annotation Guided Local Similarity Search in Multiple Sequences and its Application to Mitochondrial Genomes
    Moritz, Ruby L. V.
    Bernt, Matthias
    Middendorf, Martin
    IEEE 12TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS & BIOENGINEERING, 2012, : 157 - 162
  • [38] On the Efficiency of Local Search Methods for the Molecular Docking Problem
    Tavares, Jorge
    Mesmoudi, Salma
    Talbi, El-Ghazali
    EVOLUTIONARY COMPUTATION, MACHINE LEARNING AND DATA MINING IN BIOINFORMATICS, PROCEEDINGS, 2009, 5483 : 104 - +
  • [39] Mathematical Review on the Local Linearizing Method of Drift Coefficient
    Yoon, Min
    Choi, Youngsoo
    Lee, Yoon Dong
    KOREAN JOURNAL OF APPLIED STATISTICS, 2008, 21 (05) : 801 - 811
  • [40] COMPARISON OF SOME METHODS OF LINEARIZING OUTPUT OF A PHOTOELECTRIC MICROSCOPE
    CIDDOR, PE
    METROLOGIA, 1976, 12 (04) : 165 - 167