Spectral bounds for the k-regular induced subgraph problem

Detalhes bibliográficos
Autor(a) principal: Cardoso, Domingos Moreira
Data de Publicação: 2017
Outros Autores: Pinheiro, Sofia J.
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/17120
Resumo: Many optimization problems on graphs are reduced to the determination of a subset of vertices of maximum cardinality which induces a $k$-regular subgraph. For example, a maximum independent set, a maximum induced matching and a maximum clique is a maximum cardinality $0$-regular, $1$-regular and $(\omega(G)-1)$-regular induced subgraph, respectively, were $\omega(G)$ denotes the clique number of the graph $G$. The determination of the order of a $k$-regular induced subgraph of highest order is in general an NP-hard problem. This paper is devoted to the study of spectral upper bounds on the order of these subgraphs which are determined in polynomial time and in many cases are good approximations of the respective optimal solutions. The introduced upper bounds are deduced based on adjacency, Laplacian and signless Laplacian spectra. Some analytical comparisons between them are presented. Finally, all of the studied upper bounds are tested and compared through several computational experiments.
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spelling Spectral bounds for the k-regular induced subgraph problemSpectral graph theoryMaximum k-regular induced subgraphsCombinatorial optimizationMany optimization problems on graphs are reduced to the determination of a subset of vertices of maximum cardinality which induces a $k$-regular subgraph. For example, a maximum independent set, a maximum induced matching and a maximum clique is a maximum cardinality $0$-regular, $1$-regular and $(\omega(G)-1)$-regular induced subgraph, respectively, were $\omega(G)$ denotes the clique number of the graph $G$. The determination of the order of a $k$-regular induced subgraph of highest order is in general an NP-hard problem. This paper is devoted to the study of spectral upper bounds on the order of these subgraphs which are determined in polynomial time and in many cases are good approximations of the respective optimal solutions. The introduced upper bounds are deduced based on adjacency, Laplacian and signless Laplacian spectra. Some analytical comparisons between them are presented. Finally, all of the studied upper bounds are tested and compared through several computational experiments.Springer2017-032017-03-01T00:00:00Z2019-02-23T14:00:00Zbook partinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10773/17120eng978-3-319-49982-610.1007/978-3-319-49984-0_7Cardoso, Domingos MoreiraPinheiro, Sofia J.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-05-06T04:00:44Zoai:ria.ua.pt:10773/17120Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-06T04:00:44Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Spectral bounds for the k-regular induced subgraph problem
title Spectral bounds for the k-regular induced subgraph problem
spellingShingle Spectral bounds for the k-regular induced subgraph problem
Cardoso, Domingos Moreira
Spectral graph theory
Maximum k-regular induced subgraphs
Combinatorial optimization
title_short Spectral bounds for the k-regular induced subgraph problem
title_full Spectral bounds for the k-regular induced subgraph problem
title_fullStr Spectral bounds for the k-regular induced subgraph problem
title_full_unstemmed Spectral bounds for the k-regular induced subgraph problem
title_sort Spectral bounds for the k-regular induced subgraph problem
author Cardoso, Domingos Moreira
author_facet Cardoso, Domingos Moreira
Pinheiro, Sofia J.
author_role author
author2 Pinheiro, Sofia J.
author2_role author
dc.contributor.author.fl_str_mv Cardoso, Domingos Moreira
Pinheiro, Sofia J.
dc.subject.por.fl_str_mv Spectral graph theory
Maximum k-regular induced subgraphs
Combinatorial optimization
topic Spectral graph theory
Maximum k-regular induced subgraphs
Combinatorial optimization
description Many optimization problems on graphs are reduced to the determination of a subset of vertices of maximum cardinality which induces a $k$-regular subgraph. For example, a maximum independent set, a maximum induced matching and a maximum clique is a maximum cardinality $0$-regular, $1$-regular and $(\omega(G)-1)$-regular induced subgraph, respectively, were $\omega(G)$ denotes the clique number of the graph $G$. The determination of the order of a $k$-regular induced subgraph of highest order is in general an NP-hard problem. This paper is devoted to the study of spectral upper bounds on the order of these subgraphs which are determined in polynomial time and in many cases are good approximations of the respective optimal solutions. The introduced upper bounds are deduced based on adjacency, Laplacian and signless Laplacian spectra. Some analytical comparisons between them are presented. Finally, all of the studied upper bounds are tested and compared through several computational experiments.
publishDate 2017
dc.date.none.fl_str_mv 2017-03
2017-03-01T00:00:00Z
2019-02-23T14:00:00Z
dc.type.driver.fl_str_mv book part
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/17120
url http://hdl.handle.net/10773/17120
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 978-3-319-49982-6
10.1007/978-3-319-49984-0_7
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eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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