Accessibility strategies to promote inclusive mobility through multi-objective approach

Detalhes bibliográficos
Autor(a) principal: Silva, Tânia
Data de Publicação: 2019
Outros Autores: Verde, David, Paiva, Sara, Barreto, Luis, Pereira, Ana I.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/19137
Resumo: In recent decades, urban mobility has assumed a need for adaptation due to the more significant congestion experienced in cities and the growing focus on sustainability. Several solutions are proposed to help citizens move around in an urban environment. Most are not yet aware of the universal and accessible aspect that these solutions must have. This paper proposes a route support system embedded in a mobile application, Viana+Acessivel, using a multi-objective approach. The application aims to promote accessible mobility within the city, contributing to physical and psychological well-being for citizens with reduced mobility, temporary or permanently, such as people with spectrum autism disorder, the visually impaired, wheelchair users, pregnant, and the elderly. For the evaluation of the algorithms, four objective measures were considered: accessibility, slope, time, and length of the paths. The tests carried out with different routing algorithms showed that the A-Star presented the fastest results in terms of execution time compared to the Dijkstra, Floyd-Warshall, and Bellman-Ford. When analysing in a multi-objective approach, time, slope and accessibility were demonstrated to be conflicting objectives. Bi-objective and tri-objective were applied and Pareto front was explored.
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spelling Accessibility strategies to promote inclusive mobility through multi-objective approachInclusive mobilityMulti-objective optimisationRouting algorithmDecision support systemIn recent decades, urban mobility has assumed a need for adaptation due to the more significant congestion experienced in cities and the growing focus on sustainability. Several solutions are proposed to help citizens move around in an urban environment. Most are not yet aware of the universal and accessible aspect that these solutions must have. This paper proposes a route support system embedded in a mobile application, Viana+Acessivel, using a multi-objective approach. The application aims to promote accessible mobility within the city, contributing to physical and psychological well-being for citizens with reduced mobility, temporary or permanently, such as people with spectrum autism disorder, the visually impaired, wheelchair users, pregnant, and the elderly. For the evaluation of the algorithms, four objective measures were considered: accessibility, slope, time, and length of the paths. The tests carried out with different routing algorithms showed that the A-Star presented the fastest results in terms of execution time compared to the Dijkstra, Floyd-Warshall, and Bellman-Ford. When analysing in a multi-objective approach, time, slope and accessibility were demonstrated to be conflicting objectives. Bi-objective and tri-objective were applied and Pareto front was explored.SpringerBiblioteca Digital do IPBSilva, TâniaVerde, DavidPaiva, SaraBarreto, LuisPereira, Ana I.2019-03-15T10:56:14Z20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/19137engSilva, Tânia; Verde, David; Paiva, Sara; Barreto, Luis; Pereira, Ana I. (2023). Accessibility strategies to promote inclusive mobility through multi-objective approach. SN Applied Sciences. eISSN 2523-3971. 5:5, p. 1-162523-396310.1007/s42452-023-05349-02523-3971info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:43:12Zoai:bibliotecadigital.ipb.pt:10198/19137Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:09:14.349630Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Accessibility strategies to promote inclusive mobility through multi-objective approach
title Accessibility strategies to promote inclusive mobility through multi-objective approach
spellingShingle Accessibility strategies to promote inclusive mobility through multi-objective approach
Silva, Tânia
Inclusive mobility
Multi-objective optimisation
Routing algorithm
Decision support system
title_short Accessibility strategies to promote inclusive mobility through multi-objective approach
title_full Accessibility strategies to promote inclusive mobility through multi-objective approach
title_fullStr Accessibility strategies to promote inclusive mobility through multi-objective approach
title_full_unstemmed Accessibility strategies to promote inclusive mobility through multi-objective approach
title_sort Accessibility strategies to promote inclusive mobility through multi-objective approach
author Silva, Tânia
author_facet Silva, Tânia
Verde, David
Paiva, Sara
Barreto, Luis
Pereira, Ana I.
author_role author
author2 Verde, David
Paiva, Sara
Barreto, Luis
Pereira, Ana I.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Silva, Tânia
Verde, David
Paiva, Sara
Barreto, Luis
Pereira, Ana I.
dc.subject.por.fl_str_mv Inclusive mobility
Multi-objective optimisation
Routing algorithm
Decision support system
topic Inclusive mobility
Multi-objective optimisation
Routing algorithm
Decision support system
description In recent decades, urban mobility has assumed a need for adaptation due to the more significant congestion experienced in cities and the growing focus on sustainability. Several solutions are proposed to help citizens move around in an urban environment. Most are not yet aware of the universal and accessible aspect that these solutions must have. This paper proposes a route support system embedded in a mobile application, Viana+Acessivel, using a multi-objective approach. The application aims to promote accessible mobility within the city, contributing to physical and psychological well-being for citizens with reduced mobility, temporary or permanently, such as people with spectrum autism disorder, the visually impaired, wheelchair users, pregnant, and the elderly. For the evaluation of the algorithms, four objective measures were considered: accessibility, slope, time, and length of the paths. The tests carried out with different routing algorithms showed that the A-Star presented the fastest results in terms of execution time compared to the Dijkstra, Floyd-Warshall, and Bellman-Ford. When analysing in a multi-objective approach, time, slope and accessibility were demonstrated to be conflicting objectives. Bi-objective and tri-objective were applied and Pareto front was explored.
publishDate 2019
dc.date.none.fl_str_mv 2019-03-15T10:56:14Z
2023
2023-01-01T00:00:00Z
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://hdl.handle.net/10198/19137
url http://hdl.handle.net/10198/19137
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Silva, Tânia; Verde, David; Paiva, Sara; Barreto, Luis; Pereira, Ana I. (2023). Accessibility strategies to promote inclusive mobility through multi-objective approach. SN Applied Sciences. eISSN 2523-3971. 5:5, p. 1-16
2523-3963
10.1007/s42452-023-05349-0
2523-3971
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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