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An Integer Programming Formulation of the Minimum Common String Partition Problem

We consider the problem of finding a minimum common string partition (MCSP) of two strings, which is an NP-hard problem. The MCSP problem is closely related to genome comparison and rearrangement, an important field in Computational Biology. In this paper, we map the MCSP problem into a graph applyi...

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Detalles Bibliográficos
Autores principales: Ferdous, S. M., Rahman, M. Sohel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489654/
https://www.ncbi.nlm.nih.gov/pubmed/26134848
http://dx.doi.org/10.1371/journal.pone.0130266
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author Ferdous, S. M.
Rahman, M. Sohel
author_facet Ferdous, S. M.
Rahman, M. Sohel
author_sort Ferdous, S. M.
collection PubMed
description We consider the problem of finding a minimum common string partition (MCSP) of two strings, which is an NP-hard problem. The MCSP problem is closely related to genome comparison and rearrangement, an important field in Computational Biology. In this paper, we map the MCSP problem into a graph applying a prior technique and using this graph, we develop an Integer Linear Programming (ILP) formulation for the problem. We implement the ILP formulation and compare the results with the state-of-the-art algorithms from the literature. The experimental results are found to be promising.
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spelling pubmed-44896542015-07-15 An Integer Programming Formulation of the Minimum Common String Partition Problem Ferdous, S. M. Rahman, M. Sohel PLoS One Research Article We consider the problem of finding a minimum common string partition (MCSP) of two strings, which is an NP-hard problem. The MCSP problem is closely related to genome comparison and rearrangement, an important field in Computational Biology. In this paper, we map the MCSP problem into a graph applying a prior technique and using this graph, we develop an Integer Linear Programming (ILP) formulation for the problem. We implement the ILP formulation and compare the results with the state-of-the-art algorithms from the literature. The experimental results are found to be promising. Public Library of Science 2015-07-02 /pmc/articles/PMC4489654/ /pubmed/26134848 http://dx.doi.org/10.1371/journal.pone.0130266 Text en © 2015 Ferdous, Rahman http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ferdous, S. M.
Rahman, M. Sohel
An Integer Programming Formulation of the Minimum Common String Partition Problem
title An Integer Programming Formulation of the Minimum Common String Partition Problem
title_full An Integer Programming Formulation of the Minimum Common String Partition Problem
title_fullStr An Integer Programming Formulation of the Minimum Common String Partition Problem
title_full_unstemmed An Integer Programming Formulation of the Minimum Common String Partition Problem
title_short An Integer Programming Formulation of the Minimum Common String Partition Problem
title_sort integer programming formulation of the minimum common string partition problem
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489654/
https://www.ncbi.nlm.nih.gov/pubmed/26134848
http://dx.doi.org/10.1371/journal.pone.0130266
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