Uma aplica??o alternativa para agrupamento de gal?xicas

Detalhes bibliográficos
Ano de defesa: 2017
Autor(a) principal: Almirante, Adilson Oliveira de lattes
Orientador(a): Am?res, Eduardo Brescansin de lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Estadual de Feira de Santana
Programa de Pós-Graduação: Mestrado em Computa??o Aplicada
Departamento: DEPARTAMENTO DE TECNOLOGIA
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://localhost:8080/tede/handle/tede/579
Resumo: In this work, we present an alternative method for clustering of galaxies, based on the data of galaxies available in large scale astronomical surveys. We have used the Friends of Friends (FoF) algorithm, as the basis of our clustering, with LL (Linking Length) and the minimum value of separation between galaxies, as our parameters. We have used a catalogue with approximately 44 thousand galaxies. After the simulation with six different values of LL, we analysed our clustering by means of the comparison with the obtained one by Tempel et al. (2016). In this comparison, we obtained a similarity of 79%. We also supplemented the validation of our method with an analysis of the silhouette coefficient, obtaining a general coefficient equal to 0.80. We present the characteristics of the groups obtained in our work, their comparison with the obtained one by Tempel et al. (2016) as well as the discussion with the non-grouped galaxies.
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spelling Am?res, Eduardo Brescansin de18185083894http://lattes.cnpq.br/711274564589534737763865504http://lattes.cnpq.br/5163275687077918Almirante, Adilson Oliveira de2018-01-29T23:16:03Z2017-08-29ALMIRANTE, Adilson Oliveira de. Uma aplica??o alternativa para agrupamento de gal?xicas. 2017. 60 f. Disserta??o (Mestrado em Computa??o Aplicada) - Universidade Estadual de Feira de Santana, Feira de Santana, 2017.http://localhost:8080/tede/handle/tede/579In this work, we present an alternative method for clustering of galaxies, based on the data of galaxies available in large scale astronomical surveys. We have used the Friends of Friends (FoF) algorithm, as the basis of our clustering, with LL (Linking Length) and the minimum value of separation between galaxies, as our parameters. We have used a catalogue with approximately 44 thousand galaxies. After the simulation with six different values of LL, we analysed our clustering by means of the comparison with the obtained one by Tempel et al. (2016). In this comparison, we obtained a similarity of 79%. We also supplemented the validation of our method with an analysis of the silhouette coefficient, obtaining a general coefficient equal to 0.80. We present the characteristics of the groups obtained in our work, their comparison with the obtained one by Tempel et al. (2016) as well as the discussion with the non-grouped galaxies.Neste trabalho apresentamos um m?todo alternativo para agrupamento de gal?xias, por meio do uso, dos dados de gal?xias dispon?veis em grandes levantamentos astron?micos. Utilizamos o algoritmo FoF, Friends of Friends, como base para o agrupamento, com os par?metros de LL (Linking Length) e o valor m?nimo de gal?xias, em comum para definir a uni?o entre grupos pr?ximos. Utilizamos um cat?logo com aproximadamente 44 mil gal?xias e ap?s a simula??o com seis valores distintos para o LL, e com a compara??o dos respectivos agrupamentos com os obtidos por Tempel et al. (2016), obtivemos, similaridade, de aproximadamente 79%. Complementamos a avalia??o com uma an?lise do Coeficiente se Silhueta, e encontramos agrupamentos com coeficiente geral de 0,80. Apresentamos a discuss?o e caracter?sticas dos grupos obtidos, assim como das gal?xias n?o agrupadas.Submitted by Jadson Francisco de Jesus SILVA (jadson@uefs.br) on 2018-01-29T23:16:03Z No. of bitstreams: 1 Adilson_Almirante_biblioteca.pdf: 10152803 bytes, checksum: 30e4450d727a2f15e626c26a05c598b6 (MD5)Made available in DSpace on 2018-01-29T23:16:03Z (GMT). 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dc.title.por.fl_str_mv Uma aplica??o alternativa para agrupamento de gal?xicas
title Uma aplica??o alternativa para agrupamento de gal?xicas
spellingShingle Uma aplica??o alternativa para agrupamento de gal?xicas
Almirante, Adilson Oliveira de
algoritmos
agrupamentos
grandes estruturas
gal?xias
grandes levantamentos astron?micos
algorithms
clustering
large structures
galaxies
large astronomical surveys
CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
title_short Uma aplica??o alternativa para agrupamento de gal?xicas
title_full Uma aplica??o alternativa para agrupamento de gal?xicas
title_fullStr Uma aplica??o alternativa para agrupamento de gal?xicas
title_full_unstemmed Uma aplica??o alternativa para agrupamento de gal?xicas
title_sort Uma aplica??o alternativa para agrupamento de gal?xicas
author Almirante, Adilson Oliveira de
author_facet Almirante, Adilson Oliveira de
author_role author
dc.contributor.advisor1.fl_str_mv Am?res, Eduardo Brescansin de
dc.contributor.advisor1ID.fl_str_mv 18185083894
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/7112745645895347
dc.contributor.authorID.fl_str_mv 37763865504
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/5163275687077918
dc.contributor.author.fl_str_mv Almirante, Adilson Oliveira de
contributor_str_mv Am?res, Eduardo Brescansin de
dc.subject.por.fl_str_mv algoritmos
agrupamentos
grandes estruturas
gal?xias
grandes levantamentos astron?micos
topic algoritmos
agrupamentos
grandes estruturas
gal?xias
grandes levantamentos astron?micos
algorithms
clustering
large structures
galaxies
large astronomical surveys
CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
dc.subject.eng.fl_str_mv algorithms
clustering
large structures
galaxies
large astronomical surveys
dc.subject.cnpq.fl_str_mv CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO
description In this work, we present an alternative method for clustering of galaxies, based on the data of galaxies available in large scale astronomical surveys. We have used the Friends of Friends (FoF) algorithm, as the basis of our clustering, with LL (Linking Length) and the minimum value of separation between galaxies, as our parameters. We have used a catalogue with approximately 44 thousand galaxies. After the simulation with six different values of LL, we analysed our clustering by means of the comparison with the obtained one by Tempel et al. (2016). In this comparison, we obtained a similarity of 79%. We also supplemented the validation of our method with an analysis of the silhouette coefficient, obtaining a general coefficient equal to 0.80. We present the characteristics of the groups obtained in our work, their comparison with the obtained one by Tempel et al. (2016) as well as the discussion with the non-grouped galaxies.
publishDate 2017
dc.date.issued.fl_str_mv 2017-08-29
dc.date.accessioned.fl_str_mv 2018-01-29T23:16:03Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv ALMIRANTE, Adilson Oliveira de. Uma aplica??o alternativa para agrupamento de gal?xicas. 2017. 60 f. Disserta??o (Mestrado em Computa??o Aplicada) - Universidade Estadual de Feira de Santana, Feira de Santana, 2017.
dc.identifier.uri.fl_str_mv http://localhost:8080/tede/handle/tede/579
identifier_str_mv ALMIRANTE, Adilson Oliveira de. Uma aplica??o alternativa para agrupamento de gal?xicas. 2017. 60 f. Disserta??o (Mestrado em Computa??o Aplicada) - Universidade Estadual de Feira de Santana, Feira de Santana, 2017.
url http://localhost:8080/tede/handle/tede/579
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dc.publisher.program.fl_str_mv Mestrado em Computa??o Aplicada
dc.publisher.initials.fl_str_mv UEFS
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv DEPARTAMENTO DE TECNOLOGIA
publisher.none.fl_str_mv Universidade Estadual de Feira de Santana
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