Vicsek model with malthusian population dynamics

Detalhes bibliográficos
Autor(a) principal: Leonardo Santos Lopes
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Institucional da UFMG
Texto Completo: http://hdl.handle.net/1843/61508
Resumo: Active matter is the branch of physics that studies systems of interacting self-propelled individuals. Some examples are a bird flocks and schools of fish. In the last few years much attention has been paid to this subject. The Vicsek model [Vicsek et al., Phys. Rev. Lett. 75, 1226(1995)] was the first and the simplest model to explain the collective movement and formation of herds using the phase transition perspective. This model has been shown to exhibit symmetry breaking, developing long-range order, even with only short-range interactions [Toner, Phys. Rev. E 86, 031918]. While the Vicsek model has been extensively studied over the years [Ginelli, Eur. Phys. J. Spec. Top. 225, 2099 (2016) ], a theoretical analysis has shown that it would be of interest to relax the conservation of the number of individuals [Toner, Phys. Rev. Lett. 108, 088102 (2011)]. In addition to its theoretical interest, there are experiments in which the number of individuals is not conserved, including colonies of bacteria and other systems in which individuals are created and destroyed as they move. In this work we study a system of active particles with Malthusian population dynamics, that is, the probability of a particle dying is proportional to local particle density. Using simulations, we seek to understand the relation between the stationary density and the noise intensity, how the formation of groups affects population size. Of prime interest is characterizing the phase diagram and determining whether the system exhibits banding.
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spelling Ronald Dickmanhttp://lattes.cnpq.br/0484982277336205Lucas Lages WardilHugues Chatéhttp://lattes.cnpq.br/4421130514407419Leonardo Santos Lopes2023-11-29T15:59:13Z2023-11-29T15:59:13Z2021-11-05http://hdl.handle.net/1843/61508Active matter is the branch of physics that studies systems of interacting self-propelled individuals. Some examples are a bird flocks and schools of fish. In the last few years much attention has been paid to this subject. The Vicsek model [Vicsek et al., Phys. Rev. Lett. 75, 1226(1995)] was the first and the simplest model to explain the collective movement and formation of herds using the phase transition perspective. This model has been shown to exhibit symmetry breaking, developing long-range order, even with only short-range interactions [Toner, Phys. Rev. E 86, 031918]. While the Vicsek model has been extensively studied over the years [Ginelli, Eur. Phys. J. Spec. Top. 225, 2099 (2016) ], a theoretical analysis has shown that it would be of interest to relax the conservation of the number of individuals [Toner, Phys. Rev. Lett. 108, 088102 (2011)]. In addition to its theoretical interest, there are experiments in which the number of individuals is not conserved, including colonies of bacteria and other systems in which individuals are created and destroyed as they move. In this work we study a system of active particles with Malthusian population dynamics, that is, the probability of a particle dying is proportional to local particle density. Using simulations, we seek to understand the relation between the stationary density and the noise intensity, how the formation of groups affects population size. Of prime interest is characterizing the phase diagram and determining whether the system exhibits banding.A matéria ativa é o ramo da física que estuda sistemas nos quais os indivíduos são autopropelidos, ou seja, não dependem de um agente externo para se movimentar. Alguns exemplos são bandos de pássaros e cardumes de peixes. Nos últimos anos, muita atenção tem sido dada a esse assunto. O modelo de Vicsek [Vicsek et al.,Phys.Rev.Lett.75,1226] foi o primeiro e o mais simples modelo para explicar o movimento coletivo e a formação de rebanhos usando a perspectiva de transição de fase. Este modelo recebeu muita atenção e demonstrou apresentar quebra de simetria, desenvolvendo ordenamento de longo alcance, mesmo com apenas interações de curto alcance [Toner e Tu, Phys. Rev. E 86, 031918]. Embora o modelo de Vicsek tenha sido extensivamente estudado ao longo dos anos [Ginelli, Eur. Phys. J. Spec. Top. 225, 2099–2117 ], uma análise teórica mostrou que seria de interesse relaxar a conservação do número de indivíduos [Toner, Phys. Rev. Lett. 108(8):088102]. Além de seu interesse teórico, existem experimentos em que o número de indivíduos não é conservado, incluindo colônias de bactérias e outros sistemas nos quais os indivíduos são criados e destruídos à medida que se movem. Neste trabalho estudamos um sistema com dinâmica populacional malthusiana (ou seja, a probabilidade de uma partícula morrer é proporcional à densidade na vizinhança da partícula) por meio de métodos computacionais, buscando entender como a densidade estacionária do sistema interage com a intensidade do ruído, como a formação de grupos interfere no número de indivíduos vivos, pois a aplicação do ruído interfere nas propriedades do sistema. Além disso, procuramos classificar a transição de fase e dizer se o sistema apresenta bandas.CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorengUniversidade Federal de Minas GeraisPrograma de Pós-Graduação em FísicaUFMGBrasilICX - DEPARTAMENTO DE FÍSICADinâmica populacionalModelos matemáticosMalthusianismoPopulationDynamicMathematicalModelsMalthusianVicsek model with malthusian population dynamicsModelo de Vicsek com dinâmica populacional malthusianainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGORIGINALVICSEK MODEL WITH MALTHUSIAN POPULATION DYNAMICS.pdfVICSEK MODEL WITH MALTHUSIAN POPULATION DYNAMICS.pdfapplication/pdf14270949https://repositorio.ufmg.br/bitstream/1843/61508/1/VICSEK%20MODEL%20WITH%20MALTHUSIAN%0d%0aPOPULATION%20DYNAMICS.pdf28066798018ab7eeacdd2fdd77ee4febMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82118https://repositorio.ufmg.br/bitstream/1843/61508/2/license.txtcda590c95a0b51b4d15f60c9642ca272MD521843/615082023-11-29 12:59:13.767oai:repositorio.ufmg.br:1843/61508TElDRU7Dh0EgREUgRElTVFJJQlVJw4fDg08gTsODTy1FWENMVVNJVkEgRE8gUkVQT1NJVMOTUklPIElOU1RJVFVDSU9OQUwgREEgVUZNRwoKQ29tIGEgYXByZXNlbnRhw6fDo28gZGVzdGEgbGljZW7Dp2EsIHZvY8OqIChvIGF1dG9yIChlcykgb3UgbyB0aXR1bGFyIGRvcyBkaXJlaXRvcyBkZSBhdXRvcikgY29uY2VkZSBhbyBSZXBvc2l0w7NyaW8gSW5zdGl0dWNpb25hbCBkYSBVRk1HIChSSS1VRk1HKSBvIGRpcmVpdG8gbsOjbyBleGNsdXNpdm8gZSBpcnJldm9nw6F2ZWwgZGUgcmVwcm9kdXppciBlL291IGRpc3RyaWJ1aXIgYSBzdWEgcHVibGljYcOnw6NvIChpbmNsdWluZG8gbyByZXN1bW8pIHBvciB0b2RvIG8gbXVuZG8gbm8gZm9ybWF0byBpbXByZXNzbyBlIGVsZXRyw7RuaWNvIGUgZW0gcXVhbHF1ZXIgbWVpbywgaW5jbHVpbmRvIG9zIGZvcm1hdG9zIMOhdWRpbyBvdSB2w61kZW8uCgpWb2PDqiBkZWNsYXJhIHF1ZSBjb25oZWNlIGEgcG9sw610aWNhIGRlIGNvcHlyaWdodCBkYSBlZGl0b3JhIGRvIHNldSBkb2N1bWVudG8gZSBxdWUgY29uaGVjZSBlIGFjZWl0YSBhcyBEaXJldHJpemVzIGRvIFJJLVVGTUcuCgpWb2PDqiBjb25jb3JkYSBxdWUgbyBSZXBvc2l0w7NyaW8gSW5zdGl0dWNpb25hbCBkYSBVRk1HIHBvZGUsIHNlbSBhbHRlcmFyIG8gY29udGXDumRvLCB0cmFuc3BvciBhIHN1YSBwdWJsaWNhw6fDo28gcGFyYSBxdWFscXVlciBtZWlvIG91IGZvcm1hdG8gcGFyYSBmaW5zIGRlIHByZXNlcnZhw6fDo28uCgpWb2PDqiB0YW1iw6ltIGNvbmNvcmRhIHF1ZSBvIFJlcG9zaXTDs3JpbyBJbnN0aXR1Y2lvbmFsIGRhIFVGTUcgcG9kZSBtYW50ZXIgbWFpcyBkZSB1bWEgY8OzcGlhIGRlIHN1YSBwdWJsaWNhw6fDo28gcGFyYSBmaW5zIGRlIHNlZ3VyYW7Dp2EsIGJhY2stdXAgZSBwcmVzZXJ2YcOnw6NvLgoKVm9jw6ogZGVjbGFyYSBxdWUgYSBzdWEgcHVibGljYcOnw6NvIMOpIG9yaWdpbmFsIGUgcXVlIHZvY8OqIHRlbSBvIHBvZGVyIGRlIGNvbmNlZGVyIG9zIGRpcmVpdG9zIGNvbnRpZG9zIG5lc3RhIGxpY2Vuw6dhLiBWb2PDqiB0YW1iw6ltIGRlY2xhcmEgcXVlIG8gZGVww7NzaXRvIGRlIHN1YSBwdWJsaWNhw6fDo28gbsOjbywgcXVlIHNlamEgZGUgc2V1IGNvbmhlY2ltZW50bywgaW5mcmluZ2UgZGlyZWl0b3MgYXV0b3JhaXMgZGUgbmluZ3XDqW0uCgpDYXNvIGEgc3VhIHB1YmxpY2HDp8OjbyBjb250ZW5oYSBtYXRlcmlhbCBxdWUgdm9jw6ogbsOjbyBwb3NzdWkgYSB0aXR1bGFyaWRhZGUgZG9zIGRpcmVpdG9zIGF1dG9yYWlzLCB2b2PDqiBkZWNsYXJhIHF1ZSBvYnRldmUgYSBwZXJtaXNzw6NvIGlycmVzdHJpdGEgZG8gZGV0ZW50b3IgZG9zIGRpcmVpdG9zIGF1dG9yYWlzIHBhcmEgY29uY2VkZXIgYW8gUmVwb3NpdMOzcmlvIEluc3RpdHVjaW9uYWwgZGEgVUZNRyBvcyBkaXJlaXRvcyBhcHJlc2VudGFkb3MgbmVzdGEgbGljZW7Dp2EsIGUgcXVlIGVzc2UgbWF0ZXJpYWwgZGUgcHJvcHJpZWRhZGUgZGUgdGVyY2Vpcm9zIGVzdMOhIGNsYXJhbWVudGUgaWRlbnRpZmljYWRvIGUgcmVjb25oZWNpZG8gbm8gdGV4dG8gb3Ugbm8gY29udGXDumRvIGRhIHB1YmxpY2HDp8OjbyBvcmEgZGVwb3NpdGFkYS4KCkNBU08gQSBQVUJMSUNBw4fDg08gT1JBIERFUE9TSVRBREEgVEVOSEEgU0lETyBSRVNVTFRBRE8gREUgVU0gUEFUUk9Dw41OSU8gT1UgQVBPSU8gREUgVU1BIEFHw4pOQ0lBIERFIEZPTUVOVE8gT1UgT1VUUk8gT1JHQU5JU01PLCBWT0PDiiBERUNMQVJBIFFVRSBSRVNQRUlUT1UgVE9ET1MgRSBRVUFJU1FVRVIgRElSRUlUT1MgREUgUkVWSVPDg08gQ09NTyBUQU1Cw4lNIEFTIERFTUFJUyBPQlJJR0HDh8OVRVMgRVhJR0lEQVMgUE9SIENPTlRSQVRPIE9VIEFDT1JETy4KCk8gUmVwb3NpdMOzcmlvIEluc3RpdHVjaW9uYWwgZGEgVUZNRyBzZSBjb21wcm9tZXRlIGEgaWRlbnRpZmljYXIgY2xhcmFtZW50ZSBvIHNldSBub21lKHMpIG91IG8ocykgbm9tZXMocykgZG8ocykgZGV0ZW50b3IoZXMpIGRvcyBkaXJlaXRvcyBhdXRvcmFpcyBkYSBwdWJsaWNhw6fDo28sIGUgbsOjbyBmYXLDoSBxdWFscXVlciBhbHRlcmHDp8OjbywgYWzDqW0gZGFxdWVsYXMgY29uY2VkaWRhcyBwb3IgZXN0YSBsaWNlbsOnYS4KRepositório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2023-11-29T15:59:13Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Vicsek model with malthusian population dynamics
dc.title.alternative.pt_BR.fl_str_mv Modelo de Vicsek com dinâmica populacional malthusiana
title Vicsek model with malthusian population dynamics
spellingShingle Vicsek model with malthusian population dynamics
Leonardo Santos Lopes
Population
Dynamic
Mathematical
Models
Malthusian
Dinâmica populacional
Modelos matemáticos
Malthusianismo
title_short Vicsek model with malthusian population dynamics
title_full Vicsek model with malthusian population dynamics
title_fullStr Vicsek model with malthusian population dynamics
title_full_unstemmed Vicsek model with malthusian population dynamics
title_sort Vicsek model with malthusian population dynamics
author Leonardo Santos Lopes
author_facet Leonardo Santos Lopes
author_role author
dc.contributor.advisor1.fl_str_mv Ronald Dickman
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0484982277336205
dc.contributor.referee1.fl_str_mv Lucas Lages Wardil
dc.contributor.referee2.fl_str_mv Hugues Chaté
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/4421130514407419
dc.contributor.author.fl_str_mv Leonardo Santos Lopes
contributor_str_mv Ronald Dickman
Lucas Lages Wardil
Hugues Chaté
dc.subject.por.fl_str_mv Population
Dynamic
Mathematical
Models
Malthusian
topic Population
Dynamic
Mathematical
Models
Malthusian
Dinâmica populacional
Modelos matemáticos
Malthusianismo
dc.subject.other.pt_BR.fl_str_mv Dinâmica populacional
Modelos matemáticos
Malthusianismo
description Active matter is the branch of physics that studies systems of interacting self-propelled individuals. Some examples are a bird flocks and schools of fish. In the last few years much attention has been paid to this subject. The Vicsek model [Vicsek et al., Phys. Rev. Lett. 75, 1226(1995)] was the first and the simplest model to explain the collective movement and formation of herds using the phase transition perspective. This model has been shown to exhibit symmetry breaking, developing long-range order, even with only short-range interactions [Toner, Phys. Rev. E 86, 031918]. While the Vicsek model has been extensively studied over the years [Ginelli, Eur. Phys. J. Spec. Top. 225, 2099 (2016) ], a theoretical analysis has shown that it would be of interest to relax the conservation of the number of individuals [Toner, Phys. Rev. Lett. 108, 088102 (2011)]. In addition to its theoretical interest, there are experiments in which the number of individuals is not conserved, including colonies of bacteria and other systems in which individuals are created and destroyed as they move. In this work we study a system of active particles with Malthusian population dynamics, that is, the probability of a particle dying is proportional to local particle density. Using simulations, we seek to understand the relation between the stationary density and the noise intensity, how the formation of groups affects population size. Of prime interest is characterizing the phase diagram and determining whether the system exhibits banding.
publishDate 2021
dc.date.issued.fl_str_mv 2021-11-05
dc.date.accessioned.fl_str_mv 2023-11-29T15:59:13Z
dc.date.available.fl_str_mv 2023-11-29T15:59:13Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1843/61508
url http://hdl.handle.net/1843/61508
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 Universidade Federal de Minas Gerais
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Física
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv ICX - DEPARTAMENTO DE FÍSICA
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
bitstream.url.fl_str_mv https://repositorio.ufmg.br/bitstream/1843/61508/1/VICSEK%20MODEL%20WITH%20MALTHUSIAN%0d%0aPOPULATION%20DYNAMICS.pdf
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