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Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies

BACKGROUND: Enumeration of chemical graphs satisfying given constraints is one of the fundamental problems in chemoinformatics and bioinformatics since it leads to a variety of useful applications including structure determination of novel chemical compounds and drug design. RESULTS: In this paper,...

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Autores principales: Shimizu, Masaaki, Nagamochi, Hiroshi, Akutsu, Tatsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3287468/
https://www.ncbi.nlm.nih.gov/pubmed/22373441
http://dx.doi.org/10.1186/1471-2105-12-S14-S3
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author Shimizu, Masaaki
Nagamochi, Hiroshi
Akutsu, Tatsuya
author_facet Shimizu, Masaaki
Nagamochi, Hiroshi
Akutsu, Tatsuya
author_sort Shimizu, Masaaki
collection PubMed
description BACKGROUND: Enumeration of chemical graphs satisfying given constraints is one of the fundamental problems in chemoinformatics and bioinformatics since it leads to a variety of useful applications including structure determination of novel chemical compounds and drug design. RESULTS: In this paper, we consider the problem of enumerating all tree-like chemical graphs from a given set of feature vectors, which is specified by a pair of upper and lower feature vectors, where a feature vector represents the frequency of prescribed paths in a chemical compound to be constructed. This problem can be solved by applying the algorithm proposed by Ishida et al. to each single feature vector in the given set, but this method may take much computation time because in general there are many feature vectors in a given set. We propose a new exact branch-and-bound algorithm for the problem so that all the feature vectors in a given set are handled directly. Since we cannot use the bounding operation proposed by Ishida et al. due to upper and lower constraints, we introduce new bounding operations based on upper and lower feature vectors, a bond constraint, and a detachment condition. CONCLUSIONS: Our proposed algorithm is useful for enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies.
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spelling pubmed-32874682012-02-28 Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies Shimizu, Masaaki Nagamochi, Hiroshi Akutsu, Tatsuya BMC Bioinformatics Proceedings BACKGROUND: Enumeration of chemical graphs satisfying given constraints is one of the fundamental problems in chemoinformatics and bioinformatics since it leads to a variety of useful applications including structure determination of novel chemical compounds and drug design. RESULTS: In this paper, we consider the problem of enumerating all tree-like chemical graphs from a given set of feature vectors, which is specified by a pair of upper and lower feature vectors, where a feature vector represents the frequency of prescribed paths in a chemical compound to be constructed. This problem can be solved by applying the algorithm proposed by Ishida et al. to each single feature vector in the given set, but this method may take much computation time because in general there are many feature vectors in a given set. We propose a new exact branch-and-bound algorithm for the problem so that all the feature vectors in a given set are handled directly. Since we cannot use the bounding operation proposed by Ishida et al. due to upper and lower constraints, we introduce new bounding operations based on upper and lower feature vectors, a bond constraint, and a detachment condition. CONCLUSIONS: Our proposed algorithm is useful for enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies. BioMed Central 2011-12-14 /pmc/articles/PMC3287468/ /pubmed/22373441 http://dx.doi.org/10.1186/1471-2105-12-S14-S3 Text en Copyright ©2011 Shimizu et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Proceedings
Shimizu, Masaaki
Nagamochi, Hiroshi
Akutsu, Tatsuya
Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies
title Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies
title_full Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies
title_fullStr Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies
title_full_unstemmed Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies
title_short Enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies
title_sort enumerating tree-like chemical graphs with given upper and lower bounds on path frequencies
topic Proceedings
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3287468/
https://www.ncbi.nlm.nih.gov/pubmed/22373441
http://dx.doi.org/10.1186/1471-2105-12-S14-S3
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