A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations

Detalhes bibliográficos
Autor(a) principal: Ferreira Júnior, Paulo Roberto
Data de Publicação: 2005
Outros Autores: Oliveira, Denise, Bazzan, Ana Lúcia Cetertich
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFPel - Guaiaca
Texto Completo: http://guaiaca.ufpel.edu.br/handle/123456789/77
Resumo: FERREIRA JÚNIOR, Paulo Roberto ; OLIVEIRA, Denise ; BAZZAN, Ana Lúcia Cetertich . A swarm based approach to adapt the structural dimension of agents organizations. Journal of the Brazilian Computer Society (Impresso), Brazil, v. 11, p. 63-73, 2005.
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spelling Ferreira Júnior, Paulo RobertoOliveira, DeniseBazzan, Ana Lúcia Cetertich2010-09-29T13:41:59Z2010-09-29T13:41:59Z2005FERREIRA JÚNIOR, Paulo Roberto ; OLIVEIRA, Denise ; BAZZAN, Ana Lúcia Cetertich . A swarm based approach to adapt the structural dimension of agents organizations. Journal of the Brazilian Computer Society (Impresso), Brazil, v. 11, p. 63-73, 2005.http://guaiaca.ufpel.edu.br/handle/123456789/77FERREIRA JÚNIOR, Paulo Roberto ; OLIVEIRA, Denise ; BAZZAN, Ana Lúcia Cetertich . A swarm based approach to adapt the structural dimension of agents organizations. Journal of the Brazilian Computer Society (Impresso), Brazil, v. 11, p. 63-73, 2005.One of the well studied issues in multi-agent systems is the standard action-selection problem where a goal task can be performed in different ways, by different agents. Also the sequence of these actions can influence the goal achievement or its quality. This class of problems has been tackled under different approaches. At the high-level coordination one, the specification of the organizational issues in crucial. However, in dynamic environments, agents must be able to adapt to the changing organizational goals, available resources, their relationships to the presence of another agents, and so on. This problem is a key one in multi-agent systems and relates to models of learning and adaptation, such as those observed among social insects. The present paper tackles the process of generating, adapting, and changing multi-agent organization dynamically at system runtime, using a swarm inspired approach. This approach is used here mainly for task allocation with low need of pre-planning and specifications and no need of explicit coordination. The results of our approach and another quantitative one are compared here and it is shown that in dynamic domains, the agents adapt to changes in the organization, just as social insects do.Sociedade Brasileira de ComputaçãoMultiagent organizationAdaptation and learning in multiagent systemsSwarm itelligenceSelf-organizationA Swarm Based Approach to Adapt the Structural Dimension of Agents Organizationsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleengreponame:Repositório Institucional da UFPel - Guaiacainstname:Universidade Federal de Pelotas (UFPEL)instacron:UFPELinfo:eu-repo/semantics/openAccessORIGINALartigo_05.pdfartigo_05.pdfapplication/pdf154686http://guaiaca.ufpel.edu.br/xmlui/bitstream/123456789/77/1/artigo_05.pdff60ad3e0abcae7433bff675ce4912ffeMD51open accessLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://guaiaca.ufpel.edu.br/xmlui/bitstream/123456789/77/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52open accessTEXTartigo_05.pdf.txtartigo_05.pdf.txtExtracted Texttext/plain47540http://guaiaca.ufpel.edu.br/xmlui/bitstream/123456789/77/3/artigo_05.pdf.txtbf999fcc4e554c844ea46805527e30adMD53open accessTHUMBNAILartigo_05.pdf.jpgartigo_05.pdf.jpgGenerated Thumbnailimage/jpeg1809http://guaiaca.ufpel.edu.br/xmlui/bitstream/123456789/77/4/artigo_05.pdf.jpg7fa82b8fa369671e4471d5a425b3201eMD54open access123456789/772020-07-03 16:39:05.261open accessoai:guaiaca.ufpel.edu.br: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Repositório InstitucionalPUBhttp://repositorio.ufpel.edu.br/oai/requestrippel@ufpel.edu.br || repositorio@ufpel.edu.br || aline.batista@ufpel.edu.bropendoar:2020-07-03T19:39:05Repositório Institucional da UFPel - Guaiaca - Universidade Federal de Pelotas (UFPEL)false
dc.title.pt_BR.fl_str_mv A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
title A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
spellingShingle A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
Ferreira Júnior, Paulo Roberto
Multiagent organization
Adaptation and learning in multiagent systems
Swarm itelligence
Self-organization
title_short A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
title_full A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
title_fullStr A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
title_full_unstemmed A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
title_sort A Swarm Based Approach to Adapt the Structural Dimension of Agents Organizations
author Ferreira Júnior, Paulo Roberto
author_facet Ferreira Júnior, Paulo Roberto
Oliveira, Denise
Bazzan, Ana Lúcia Cetertich
author_role author
author2 Oliveira, Denise
Bazzan, Ana Lúcia Cetertich
author2_role author
author
dc.contributor.author.fl_str_mv Ferreira Júnior, Paulo Roberto
Oliveira, Denise
Bazzan, Ana Lúcia Cetertich
dc.subject.por.fl_str_mv Multiagent organization
Adaptation and learning in multiagent systems
Swarm itelligence
Self-organization
topic Multiagent organization
Adaptation and learning in multiagent systems
Swarm itelligence
Self-organization
description FERREIRA JÚNIOR, Paulo Roberto ; OLIVEIRA, Denise ; BAZZAN, Ana Lúcia Cetertich . A swarm based approach to adapt the structural dimension of agents organizations. Journal of the Brazilian Computer Society (Impresso), Brazil, v. 11, p. 63-73, 2005.
publishDate 2005
dc.date.issued.fl_str_mv 2005
dc.date.accessioned.fl_str_mv 2010-09-29T13:41:59Z
dc.date.available.fl_str_mv 2010-09-29T13:41:59Z
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.citation.fl_str_mv FERREIRA JÚNIOR, Paulo Roberto ; OLIVEIRA, Denise ; BAZZAN, Ana Lúcia Cetertich . A swarm based approach to adapt the structural dimension of agents organizations. Journal of the Brazilian Computer Society (Impresso), Brazil, v. 11, p. 63-73, 2005.
dc.identifier.uri.fl_str_mv http://guaiaca.ufpel.edu.br/handle/123456789/77
identifier_str_mv FERREIRA JÚNIOR, Paulo Roberto ; OLIVEIRA, Denise ; BAZZAN, Ana Lúcia Cetertich . A swarm based approach to adapt the structural dimension of agents organizations. Journal of the Brazilian Computer Society (Impresso), Brazil, v. 11, p. 63-73, 2005.
url http://guaiaca.ufpel.edu.br/handle/123456789/77
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 Sociedade Brasileira de Computação
publisher.none.fl_str_mv Sociedade Brasileira de Computação
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFPel - Guaiaca
instname:Universidade Federal de Pelotas (UFPEL)
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instacron_str UFPEL
institution UFPEL
reponame_str Repositório Institucional da UFPel - Guaiaca
collection Repositório Institucional da UFPel - Guaiaca
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