A bio-inspired crime simulation model

Detalhes bibliográficos
Autor(a) principal: Furtado, Vasco
Data de Publicação: 2009
Outros Autores: Melo, Adriano, Coelho, André L.V., Menezes, Ronaldo, Perrone, Ricardo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFBA
Texto Completo: http://www.repositorio.ufba.br/ri/handle/ri/6127
Resumo: Trabalho completo: acesso restrito, p. 282–292
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spelling Furtado, VascoMelo, AdrianoCoelho, André L.V.Menezes, RonaldoPerrone, RicardoFurtado, VascoMelo, AdrianoCoelho, André L.V.Menezes, RonaldoPerrone, Ricardo2012-06-13T20:37:26Z2009-120167-9236http://www.repositorio.ufba.br/ri/handle/ri/6127v. 48, n.1Trabalho completo: acesso restrito, p. 282–292In this paper we describe a multiagent crime simulation model that resorts to concepts of self-organizing bio-inspired systems, in particular, of the Ant Colony Optimization algorithm. As the matching between simulated and real crime data distributions depends upon the tuning of some control parameters of the simulation model (in particular, of the initial places where criminals start out), we have modeled the calibration of the simulation as an optimization problem. The solution for the allocation of criminals into gateways is also undertaken by a bio-inspired method, namely, a customized Genetic Algorithm. We show that this approach allows for the automatic discovery of gateway configurations that, when employed in the simulation, produce crime distributions that are statistically close to those observed in real data.Submitted by Bruna Lessa (lessbruna@gmail.com) on 2012-06-13T20:37:26Z No. of bitstreams: 1 (68)1-s2.0-S0167923609002024-main.pdf: 4865029 bytes, checksum: c0cc7284d89002f622ada4cbd68a36da (MD5)Made available in DSpace on 2012-06-13T20:37:26Z (GMT). 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dc.title.pt_BR.fl_str_mv A bio-inspired crime simulation model
dc.title.alternative.pt_BR.fl_str_mv Decision Support Systems
title A bio-inspired crime simulation model
spellingShingle A bio-inspired crime simulation model
Furtado, Vasco
Crime simulation
Bio-inspired systems
Ant colony optimization
Genetic algorithms
Social networks
Multiagent simulation
title_short A bio-inspired crime simulation model
title_full A bio-inspired crime simulation model
title_fullStr A bio-inspired crime simulation model
title_full_unstemmed A bio-inspired crime simulation model
title_sort A bio-inspired crime simulation model
author Furtado, Vasco
author_facet Furtado, Vasco
Melo, Adriano
Coelho, André L.V.
Menezes, Ronaldo
Perrone, Ricardo
author_role author
author2 Melo, Adriano
Coelho, André L.V.
Menezes, Ronaldo
Perrone, Ricardo
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Furtado, Vasco
Melo, Adriano
Coelho, André L.V.
Menezes, Ronaldo
Perrone, Ricardo
Furtado, Vasco
Melo, Adriano
Coelho, André L.V.
Menezes, Ronaldo
Perrone, Ricardo
dc.subject.por.fl_str_mv Crime simulation
Bio-inspired systems
Ant colony optimization
Genetic algorithms
Social networks
Multiagent simulation
topic Crime simulation
Bio-inspired systems
Ant colony optimization
Genetic algorithms
Social networks
Multiagent simulation
description Trabalho completo: acesso restrito, p. 282–292
publishDate 2009
dc.date.issued.fl_str_mv 2009-12
dc.date.accessioned.fl_str_mv 2012-06-13T20:37:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.repositorio.ufba.br/ri/handle/ri/6127
dc.identifier.issn.none.fl_str_mv 0167-9236
dc.identifier.number.pt_BR.fl_str_mv v. 48, n.1
identifier_str_mv 0167-9236
v. 48, n.1
url http://www.repositorio.ufba.br/ri/handle/ri/6127
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.pt_BR.fl_str_mv http://dx.doi.org/10.1016/j.dss.2009.08.008
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFBA
instname:Universidade Federal da Bahia (UFBA)
instacron:UFBA
instname_str Universidade Federal da Bahia (UFBA)
instacron_str UFBA
institution UFBA
reponame_str Repositório Institucional da UFBA
collection Repositório Institucional da UFBA
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