Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects

Detalhes bibliográficos
Autor(a) principal: Ávila, Adriano Dias
Data de Publicação: 2023
Outros Autores: Zuanon, Rachel, Faria, Barbara Alves Cardoso de, Baisch, Lucas Figueiredo
Tipo de documento: Artigo
Idioma: por
Título da fonte: DATJournal
Texto Completo: https://datjournal.anhembi.br/dat/article/view/801
Resumo: The architectural configurations of healthcare environments, including articulation with external spaces, natural elements and environmental variables, directly impact the biological homeostasis of nursing teams. In addition to construction criteria, the personal preferences of indoor occupants have been increasingly met by the use of evolutionary multi-objective optimization algorithms. Through a literature systematic review, the intention was to reach the state of the art regarding the use of this technology to improve hospital spaces, especially considering the architectural preferences of nurses. To this end, this work was based on the transdisciplinary cooperation proposed by the Homeodynamic Environments and Products concept, which aim to restore and maintain the users’ health. The results obtained cover eleven works that sought to optimize hospital facades and floor plans. From this results it was possible to identify the integration of nurses’ preferences in archictetural design of hospital environments as a significant research gap. Together with evolutionary algorithms, these design variables represent a significant advance in the creation of homeodynamic and humanized hospital environments.
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spelling Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projectsEvaluación de Algoritmos Evolutivos para proyectos hospitalarios humanizados y homeodinámicosAvaliação dos Algoritmos Evolutivos para projetos hospitalares humanizados e homeodinâmicosArquitetura hospitalar humanizada e homeodinâmicaDesign generativoAlgoritmos EvolutivosOtimização multiobjetivoProfissionais da saúdeHomeodynamic and humanized hospital architectureGenerative designEvolutionary AlgorithmsMulti-objective optimizationHealthcare professionArquitectura hospitalaria humanizada y homeodinámicaDiseño generativoAlgoritmos evolutivosOptimización multiobjetivoProfesionales sanitarioThe architectural configurations of healthcare environments, including articulation with external spaces, natural elements and environmental variables, directly impact the biological homeostasis of nursing teams. In addition to construction criteria, the personal preferences of indoor occupants have been increasingly met by the use of evolutionary multi-objective optimization algorithms. Through a literature systematic review, the intention was to reach the state of the art regarding the use of this technology to improve hospital spaces, especially considering the architectural preferences of nurses. To this end, this work was based on the transdisciplinary cooperation proposed by the Homeodynamic Environments and Products concept, which aim to restore and maintain the users’ health. The results obtained cover eleven works that sought to optimize hospital facades and floor plans. From this results it was possible to identify the integration of nurses’ preferences in archictetural design of hospital environments as a significant research gap. Together with evolutionary algorithms, these design variables represent a significant advance in the creation of homeodynamic and humanized hospital environments.Las configuraciones arquitectónicas de los entornos sanitarios, incluida la articulación con espacios externos, elementos naturales y variables ambientales, impactan directamente en la homeostasis biológica de los equipos de enfermería. Además de los criterios de construcción, las preferencias personales de los ocupantes de interiores se satisfacen cada vez más mediante el uso de algoritmos evolutivos de optimización multiobjetivo. A través de una revisión sistemática de la literatura, se pretendió adquirir el estado del arte sobre el uso de esta tecnología para mejorar los espacios hospitalarios, especialmente considerando las preferencias arquitectónicas de los enfermeros. Este trabajo se basó en la cooperación transdisciplinaria propuesta por el concepto de Ambientes y Productos Homeodinámicos, que tienen como objetivo restaurar y mantener la salud de los usuarios. Mediante los resultados – once trabajos que buscaban optimizar las fachadas y los planos de los hospitales – se identificó la integración de las preferencias de las enfermeras en el diseño de entornos hospitalarios como un importante vacío de investigación. Con algoritmos evolutivos, estas variables de diseño representan un avance significativo en la creación de entornos hospitalarios humanizados y homeodinámicos.As configurações arquitetônicas dos ambientes de cuidados à saúde, incluindo a articulação com espaços externos, elementos naturais e as variáveis ambientais, impactam diretamente a homeostase biológica de equipes de enfermagem. Além de critérios construtivos, as preferências pessoais de ocupantes de ambientes internos têm sido cada vez mais atendidas pela utilização dos algoritmos evolutivos de otimização multiobjetivo. Por meio da revisão sistemática da literatura, intencionou-se adquirir o estado da arte acerca da utilização dessa tecnologia para a melhoria de espaços hospitalares, considerando sobretudo as preferências arquitetônicas de enfermeiros. Para tanto, este trabalho se baseou nas cooperações transdisciplinares propostas pelo conceito de Ambientes e Produtos Homeodinâmicos, que visam restaurar e manter a saúde dos usuários. Por meio dos resultados – onze trabalhos que buscaram otimizar fachadas e plantas-baixas hospitalares – a integração das preferências de enfermeiros ao projeto de ambientes hospitalares foi identificada como uma significativa lacuna de pesquisa. Em conjunto aos algoritmos evolutivos, tais variáveis de projeto representam um significativo avanço na criação de ambientes hospitalares humanizados e homeodinâmicos.Universidade Anhambi Murumbi2023-12-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://datjournal.anhembi.br/dat/article/view/80110.29147/datjournal.v8i4.801DAT Journal; Vol. 8 No. 4 (2023): 4º ENCONTRO DESIGN, ARTE E TECNOLOGIA; 229-247DAT Journal; Vol. 8 Núm. 4 (2023): 4º ENCONTRO DESIGN, ARTE E TECNOLOGIA; 229-247DAT Journal; v. 8 n. 4 (2023): 4º ENCONTRO DESIGN, ARTE E TECNOLOGIA; 229-2472526-178910.29147/datjournal.v8i4reponame:DATJournalinstname:Universidade Anhembi Morumbi (ANHEMBI)instacron:ANHEMBIporhttps://datjournal.anhembi.br/dat/article/view/801/581Copyright (c) 2023 DAT Journalhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessÁvila, Adriano DiasZuanon, RachelFaria, Barbara Alves Cardoso deBaisch, Lucas Figueiredo2023-12-28T12:52:03Zoai:ojs.datjournal.anhembi.br:article/801Revistahttps://datjournal.anhembi.br/datPUBhttps://datjournal.anhembi.br/dat/oai||ppgdesign@anhembi.br2526-17892526-1789opendoar:2023-12-28T12:52:03DATJournal - Universidade Anhembi Morumbi (ANHEMBI)false
dc.title.none.fl_str_mv Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
Evaluación de Algoritmos Evolutivos para proyectos hospitalarios humanizados y homeodinámicos
Avaliação dos Algoritmos Evolutivos para projetos hospitalares humanizados e homeodinâmicos
title Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
spellingShingle Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
Ávila, Adriano Dias
Arquitetura hospitalar humanizada e homeodinâmica
Design generativo
Algoritmos Evolutivos
Otimização multiobjetivo
Profissionais da saúde
Homeodynamic and humanized hospital architecture
Generative design
Evolutionary Algorithms
Multi-objective optimization
Healthcare profession
Arquitectura hospitalaria humanizada y homeodinámica
Diseño generativo
Algoritmos evolutivos
Optimización multiobjetivo
Profesionales sanitario
title_short Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
title_full Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
title_fullStr Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
title_full_unstemmed Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
title_sort Evaluation of Evolutionary Algorithms for humanized and homeodynamic hospital projects
author Ávila, Adriano Dias
author_facet Ávila, Adriano Dias
Zuanon, Rachel
Faria, Barbara Alves Cardoso de
Baisch, Lucas Figueiredo
author_role author
author2 Zuanon, Rachel
Faria, Barbara Alves Cardoso de
Baisch, Lucas Figueiredo
author2_role author
author
author
dc.contributor.author.fl_str_mv Ávila, Adriano Dias
Zuanon, Rachel
Faria, Barbara Alves Cardoso de
Baisch, Lucas Figueiredo
dc.subject.por.fl_str_mv Arquitetura hospitalar humanizada e homeodinâmica
Design generativo
Algoritmos Evolutivos
Otimização multiobjetivo
Profissionais da saúde
Homeodynamic and humanized hospital architecture
Generative design
Evolutionary Algorithms
Multi-objective optimization
Healthcare profession
Arquitectura hospitalaria humanizada y homeodinámica
Diseño generativo
Algoritmos evolutivos
Optimización multiobjetivo
Profesionales sanitario
topic Arquitetura hospitalar humanizada e homeodinâmica
Design generativo
Algoritmos Evolutivos
Otimização multiobjetivo
Profissionais da saúde
Homeodynamic and humanized hospital architecture
Generative design
Evolutionary Algorithms
Multi-objective optimization
Healthcare profession
Arquitectura hospitalaria humanizada y homeodinámica
Diseño generativo
Algoritmos evolutivos
Optimización multiobjetivo
Profesionales sanitario
description The architectural configurations of healthcare environments, including articulation with external spaces, natural elements and environmental variables, directly impact the biological homeostasis of nursing teams. In addition to construction criteria, the personal preferences of indoor occupants have been increasingly met by the use of evolutionary multi-objective optimization algorithms. Through a literature systematic review, the intention was to reach the state of the art regarding the use of this technology to improve hospital spaces, especially considering the architectural preferences of nurses. To this end, this work was based on the transdisciplinary cooperation proposed by the Homeodynamic Environments and Products concept, which aim to restore and maintain the users’ health. The results obtained cover eleven works that sought to optimize hospital facades and floor plans. From this results it was possible to identify the integration of nurses’ preferences in archictetural design of hospital environments as a significant research gap. Together with evolutionary algorithms, these design variables represent a significant advance in the creation of homeodynamic and humanized hospital environments.
publishDate 2023
dc.date.none.fl_str_mv 2023-12-28
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://datjournal.anhembi.br/dat/article/view/801
10.29147/datjournal.v8i4.801
url https://datjournal.anhembi.br/dat/article/view/801
identifier_str_mv 10.29147/datjournal.v8i4.801
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://datjournal.anhembi.br/dat/article/view/801/581
dc.rights.driver.fl_str_mv Copyright (c) 2023 DAT Journal
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 DAT Journal
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Anhambi Murumbi
publisher.none.fl_str_mv Universidade Anhambi Murumbi
dc.source.none.fl_str_mv DAT Journal; Vol. 8 No. 4 (2023): 4º ENCONTRO DESIGN, ARTE E TECNOLOGIA; 229-247
DAT Journal; Vol. 8 Núm. 4 (2023): 4º ENCONTRO DESIGN, ARTE E TECNOLOGIA; 229-247
DAT Journal; v. 8 n. 4 (2023): 4º ENCONTRO DESIGN, ARTE E TECNOLOGIA; 229-247
2526-1789
10.29147/datjournal.v8i4
reponame:DATJournal
instname:Universidade Anhembi Morumbi (ANHEMBI)
instacron:ANHEMBI
instname_str Universidade Anhembi Morumbi (ANHEMBI)
instacron_str ANHEMBI
institution ANHEMBI
reponame_str DATJournal
collection DATJournal
repository.name.fl_str_mv DATJournal - Universidade Anhembi Morumbi (ANHEMBI)
repository.mail.fl_str_mv ||ppgdesign@anhembi.br
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