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Isomorphism and similarity for 2-generation pedigrees
We consider the emerging problem of comparing the similarity between (unlabeled) pedigrees. More specifically, we focus on the simplest pedigrees, namely, the 2-generation pedigrees. We show that the isomorphism testing for two 2-generation pedigrees is GI-hard. If the 2-generation pedigrees are mon...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4402698/ https://www.ncbi.nlm.nih.gov/pubmed/25860335 http://dx.doi.org/10.1186/1471-2105-16-S5-S7 |
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author | Jiang, Haitao Lin, Guohui Tong, Weitian Zhu, Daming Zhu, Binhai |
author_facet | Jiang, Haitao Lin, Guohui Tong, Weitian Zhu, Daming Zhu, Binhai |
author_sort | Jiang, Haitao |
collection | PubMed |
description | We consider the emerging problem of comparing the similarity between (unlabeled) pedigrees. More specifically, we focus on the simplest pedigrees, namely, the 2-generation pedigrees. We show that the isomorphism testing for two 2-generation pedigrees is GI-hard. If the 2-generation pedigrees are monogamous (i.e., each individual at level-1 can mate with exactly one partner) then the isomorphism testing problem can be solved in polynomial time. We then consider the problem by relaxing it into an NP-complete decomposition problem which can be formulated as the Minimum Common Integer Pair Partition (MCIPP) problem, which we show to be FPT by exploiting a property of the optimal solution. While there is still some difficulty to overcome, this lays down a solid foundation for this research. |
format | Online Article Text |
id | pubmed-4402698 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44026982015-04-29 Isomorphism and similarity for 2-generation pedigrees Jiang, Haitao Lin, Guohui Tong, Weitian Zhu, Daming Zhu, Binhai BMC Bioinformatics Proceedings We consider the emerging problem of comparing the similarity between (unlabeled) pedigrees. More specifically, we focus on the simplest pedigrees, namely, the 2-generation pedigrees. We show that the isomorphism testing for two 2-generation pedigrees is GI-hard. If the 2-generation pedigrees are monogamous (i.e., each individual at level-1 can mate with exactly one partner) then the isomorphism testing problem can be solved in polynomial time. We then consider the problem by relaxing it into an NP-complete decomposition problem which can be formulated as the Minimum Common Integer Pair Partition (MCIPP) problem, which we show to be FPT by exploiting a property of the optimal solution. While there is still some difficulty to overcome, this lays down a solid foundation for this research. BioMed Central 2015-03-18 /pmc/articles/PMC4402698/ /pubmed/25860335 http://dx.doi.org/10.1186/1471-2105-16-S5-S7 Text en Copyright © 2015 Jiang et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Proceedings Jiang, Haitao Lin, Guohui Tong, Weitian Zhu, Daming Zhu, Binhai Isomorphism and similarity for 2-generation pedigrees |
title | Isomorphism and similarity for 2-generation pedigrees |
title_full | Isomorphism and similarity for 2-generation pedigrees |
title_fullStr | Isomorphism and similarity for 2-generation pedigrees |
title_full_unstemmed | Isomorphism and similarity for 2-generation pedigrees |
title_short | Isomorphism and similarity for 2-generation pedigrees |
title_sort | isomorphism and similarity for 2-generation pedigrees |
topic | Proceedings |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4402698/ https://www.ncbi.nlm.nih.gov/pubmed/25860335 http://dx.doi.org/10.1186/1471-2105-16-S5-S7 |
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