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Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics 1/2019

01.12.2019 | Original Article

A graph theoretical approach for node covering in tree based architectures and its application to bioinformatics

verfasst von: Angel D.

Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics | Ausgabe 1/2019

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Abstract

Investigation of DNA sequences is a paramount stage for apprehending biological structures and functions. The known methods for investigating DNA sequence alignments usually fail to produce an exact solution. Motivated by the problem of finding similarities in DNA and amino sequences, we study certain classes of phylogenetic trees and present an exact solution for the minimum node cover which can be used for genetic sequence comparisons. The smallest number of nodes removed to disconnect a graph \(G\) is the smallest node cover. In this paper, we address the problem of finding a minimum node cover for certain tree-derived architectures, namely, Hyper trees, Slim trees, \(X\) trees, \(l\)-sibling trees, and \(k\)-rooted sibling trees. Trees are advantageous in biology especially for bioinformatics, systematics, and phylogenetics. The smallest node cover set is the minimum number of nodes in a graph which monitors all the edges in the graph. Therefore, these sets are much useful in bioinformatics workflow management system. Moreover, our results can also be applied to identify genetic variants and to characterize common DNA variants.

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Literatur
Zurück zum Zitat Auyeung A, Abraham A (2004) The largest compatible subset problem for phylogenetic data, genetic and evolutionary computation 2004 conference (GECCO-2004), bird-of-a-feather workshop on application of hybrid evolutionary algorithms to complex optimization problems. Springer, Berlin, pp 1–11 Auyeung A, Abraham A (2004) The largest compatible subset problem for phylogenetic data, genetic and evolutionary computation 2004 conference (GECCO-2004), bird-of-a-feather workshop on application of hybrid evolutionary algorithms to complex optimization problems. Springer, Berlin, pp 1–11
Zurück zum Zitat Babar ME, Pervez MT, Nadeem A, Hussain T, Aslam N (2014) Multiple sequence alignment tools: assessing performance of the underlying algorithms. J Appl Environ Biol Sci 4(8S):76–80 Babar ME, Pervez MT, Nadeem A, Hussain T, Aslam N (2014) Multiple sequence alignment tools: assessing performance of the underlying algorithms. J Appl Environ Biol Sci 4(8S):76–80
Zurück zum Zitat Chen J, Lin Y, Li J, Lin G, Ma Z, Tan A (2016) A rough set method for the minimum vertex cover problem of graphs”. Appl Soft Comput 42:360–367CrossRef Chen J, Lin Y, Li J, Lin G, Ma Z, Tan A (2016) A rough set method for the minimum vertex cover problem of graphs”. Appl Soft Comput 42:360–367CrossRef
Zurück zum Zitat Fernau H, Fomin FV, Philip G, Saurabh S (2015) On the parameterized complexity of vertex cover and edge cover with connectivity constraints. Theor Comput Sci 565:1–15MathSciNetCrossRef Fernau H, Fomin FV, Philip G, Saurabh S (2015) On the parameterized complexity of vertex cover and edge cover with connectivity constraints. Theor Comput Sci 565:1–15MathSciNetCrossRef
Zurück zum Zitat Harary F (1993) Graph theory. Narosa Publishers, New Delhi, pp 21–23 Harary F (1993) Graph theory. Narosa Publishers, New Delhi, pp 21–23
Zurück zum Zitat Hochbaum D (1983) Efficient bounds for the stable set, vertex cover and set packing problem. Discrete Appl Math 6(3):243–254MathSciNetCrossRef Hochbaum D (1983) Efficient bounds for the stable set, vertex cover and set packing problem. Discrete Appl Math 6(3):243–254MathSciNetCrossRef
Zurück zum Zitat Jianhua T (2015) A fixed-parameter algorithm for the vertex cover P3 problem. Inf Process Lett 115(2):96–99CrossRef Jianhua T (2015) A fixed-parameter algorithm for the vertex cover P3 problem. Inf Process Lett 115(2):96–99CrossRef
Zurück zum Zitat Kamath SS, Bhat RS (2007) On strong (weak) independent sets and vertex coverings of a graph. Discrete Math 307(9–10):1136–1145MathSciNetCrossRef Kamath SS, Bhat RS (2007) On strong (weak) independent sets and vertex coverings of a graph. Discrete Math 307(9–10):1136–1145MathSciNetCrossRef
Zurück zum Zitat Karakostas G (2005) A better approximation ratio for the vertex cover problem. In: Proceedings of the 32nd international colloquium, ICALP 2005, Lisbon, Portugal, July 11–15, pp 1043–1050 Karakostas G (2005) A better approximation ratio for the vertex cover problem. In: Proceedings of the 32nd international colloquium, ICALP 2005, Lisbon, Portugal, July 11–15, pp 1043–1050
Zurück zum Zitat Karakostas G (2009) A better approximation ratio for the vertex cover problem. ACM Trans Algorithms 5(4):1–8MathSciNetCrossRef Karakostas G (2009) A better approximation ratio for the vertex cover problem. ACM Trans Algorithms 5(4):1–8MathSciNetCrossRef
Zurück zum Zitat Karp RM (1972) Reducibility among combinatorial problems, complexity of computer computations. Springer, Berlin, pp 85–103CrossRef Karp RM (1972) Reducibility among combinatorial problems, complexity of computer computations. Springer, Berlin, pp 85–103CrossRef
Zurück zum Zitat Paul D, Rajasingh I, Rajan RS (2015) Tree derived architectures with decycling number equal to cycle packing number. Procedia Comput Sci 57:716–726CrossRef Paul D, Rajasingh I, Rajan RS (2015) Tree derived architectures with decycling number equal to cycle packing number. Procedia Comput Sci 57:716–726CrossRef
Zurück zum Zitat Wang Z, Huang D, Tang C (2013) Fast parallel algorithm to the minimum edge cover problem based on DNA molecular computation. Appl Math Inf Sci 7(2):711–716MathSciNetCrossRef Wang Z, Huang D, Tang C (2013) Fast parallel algorithm to the minimum edge cover problem based on DNA molecular computation. Appl Math Inf Sci 7(2):711–716MathSciNetCrossRef
Zurück zum Zitat Xu H, Kumar TS, Koenig S (2016) A new solver for the minimum weighted vertex cover problem, integration of AI and OR techniques in constraint programming, lecture notes in computer science, vol 9676, pp 392–405 Xu H, Kumar TS, Koenig S (2016) A new solver for the minimum weighted vertex cover problem, integration of AI and OR techniques in constraint programming, lecture notes in computer science, vol 9676, pp 392–405
Metadaten
Titel
A graph theoretical approach for node covering in tree based architectures and its application to bioinformatics
verfasst von
Angel D.
Publikationsdatum
01.12.2019
Verlag
Springer Vienna
Erschienen in
Network Modeling Analysis in Health Informatics and Bioinformatics / Ausgabe 1/2019
Print ISSN: 2192-6662
Elektronische ISSN: 2192-6670
DOI
https://doi.org/10.1007/s13721-019-0193-5

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