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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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. |
format | Online Article Text |
id | pubmed-4489654 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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