Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm

Detalhes bibliográficos
Autor(a) principal: Hamdi, H.
Data de Publicação: 2017
Outros Autores: Hadiwardoyo, Sigit P., Correia, A. Gomes, Pereira, Paulo A. A.
Idioma: eng
Título da fonte: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Texto Completo: https://hdl.handle.net/1822/48289
Resumo: "6th International Workshop on Performance, Protection & Strengthening of Structures under Extreme Loading, PROTECT2017, 11-12 December 2017, Guangzhou (Canton), China"
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spelling Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithmData MiningGenetic algorithmMulti objectiveOptimizationScience & Technology"6th International Workshop on Performance, Protection & Strengthening of Structures under Extreme Loading, PROTECT2017, 11-12 December 2017, Guangzhou (Canton), China"In Indonesia, the national road has an important role to increase the region's economy, the road has the function to preserve interprovincial or inter-provincial and regencies/cities. Road network in Indonesia has a significant length, of approximately 516,239 kilometers, where the majority presents lack of information related to monitoring data and evaluation. As a consequence, road maintenance is not appropriated. The objective of this paper is to describe the development of a Genetic Algorithm (GA) based on multi objectives programming of pavement and to investigate the optimal maintenance strategy options applied as function of road surface distress conditions. This is supported by database of an Integrated Road Management System (IRMS) and taking into account of both road network condition and agency costs. The optimization strategies provided by the developed soft computing tool can help solving agency problems; minimizing costs and maximizing road services.The Authors are grateful to the Lembaga Pengelola Dana Pendidikan (LPDP) for the financial support provided to this thesis through the grant financed by the Ministry of Finance Republic of Indonesia.info:eu-repo/semantics/publishedVersionElsevierUniversidade do MinhoHamdi, H.Hadiwardoyo, Sigit P.Correia, A. GomesPereira, Paulo A. A.20172017-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://hdl.handle.net/1822/48289engHamdi H., Hadiwardoyo S., Correia G. A., Pereira P. Pavement Maintenance Optimization Strategies for National Road Network in Indonesia Applying Genetic Algorithm, Procedia Engineering, Vol. 210, pp. 253-260, doi:10.1016/j.proeng.2017.11.074, 20171877-705810.1016/j.proeng.2017.11.074info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-04-12T05:10:05Zoai:repositorium.sdum.uminho.pt:1822/48289Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T16:10:02.576556Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
title Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
spellingShingle Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
Hamdi, H.
Data Mining
Genetic algorithm
Multi objective
Optimization
Science & Technology
title_short Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
title_full Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
title_fullStr Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
title_full_unstemmed Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
title_sort Pavement maintenance optimization strategies for national road network in Indonesia applying genetic algorithm
author Hamdi, H.
author_facet Hamdi, H.
Hadiwardoyo, Sigit P.
Correia, A. Gomes
Pereira, Paulo A. A.
author_role author
author2 Hadiwardoyo, Sigit P.
Correia, A. Gomes
Pereira, Paulo A. A.
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Hamdi, H.
Hadiwardoyo, Sigit P.
Correia, A. Gomes
Pereira, Paulo A. A.
dc.subject.por.fl_str_mv Data Mining
Genetic algorithm
Multi objective
Optimization
Science & Technology
topic Data Mining
Genetic algorithm
Multi objective
Optimization
Science & Technology
description "6th International Workshop on Performance, Protection & Strengthening of Structures under Extreme Loading, PROTECT2017, 11-12 December 2017, Guangzhou (Canton), China"
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference paper
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/48289
url https://hdl.handle.net/1822/48289
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Hamdi H., Hadiwardoyo S., Correia G. A., Pereira P. Pavement Maintenance Optimization Strategies for National Road Network in Indonesia Applying Genetic Algorithm, Procedia Engineering, Vol. 210, pp. 253-260, doi:10.1016/j.proeng.2017.11.074, 2017
1877-7058
10.1016/j.proeng.2017.11.074
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 Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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