Stochastic mathematical model for vehicle routing problem in collecting perishable products

In this paper a model for the vehicle routing problem with stochastic components of demand, service time and delivery time for perishable products is presented. The purpose of the paper is to present an alternative to the problem of collecting the flower industry, using a model that reflects the sto...

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Autores:
Gonzalez-L., Elsa Cristina
Adarme-Jaimes, Wilson
Orjuela-Castro, Javier Arturo
Tipo de recurso:
Article of journal
Fecha de publicación:
2015
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/60783
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/60783
http://bdigital.unal.edu.co/59115/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
Stochastic-VRP
Logistics
Perishables
Flowers
Clustering
Montecarlo Simulation
Costs.
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Gonzalez-L., Elsa Cristina7e438925-e19d-4147-a299-917b9270d96e300Adarme-Jaimes, Wilsonfb2a81a0-bc5a-4ecf-934a-185f26e696fc300Orjuela-Castro, Javier Arturo1fc4f94d-efbc-4cef-af6d-854c8b2c08703002019-07-02T19:06:14Z2019-07-02T19:06:14Z2015-01-01ISSN: 2346-2183https://repositorio.unal.edu.co/handle/unal/60783http://bdigital.unal.edu.co/59115/In this paper a model for the vehicle routing problem with stochastic components of demand, service time and delivery time for perishable products is presented. The purpose of the paper is to present an alternative to the problem of collecting the flower industry, using a model that reflects the stochastic behavior in collecting flowers, required by companies in Colombia. The model incorporates three stochastic components and a restriction not reported earlier by other authors. The solution method includes clusters for collection points, route design, allocation to truck routes, Monte Carlo simulation and a regression model to obtain the equation of the total system cost and optimal point of replenishment.application/pdfspaUniversidad Nacional de Colombia (Sede Medellín). Facultad de Minas.https://revistas.unal.edu.co/index.php/dyna/article/view/48549Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaGonzalez-L., Elsa Cristina and Adarme-Jaimes, Wilson and Orjuela-Castro, Javier Arturo (2015) Stochastic mathematical model for vehicle routing problem in collecting perishable products. DYNA, 82 (189). pp. 199-206. ISSN 2346-218362 Ingeniería y operaciones afines / EngineeringStochastic-VRPLogisticsPerishablesFlowersClusteringMontecarlo SimulationCosts.Stochastic mathematical model for vehicle routing problem in collecting perishable productsArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL48549-240422-1-PB.pdfapplication/pdf549289https://repositorio.unal.edu.co/bitstream/unal/60783/1/48549-240422-1-PB.pdfd7948c148a6c9367bb932f6afe416739MD51THUMBNAIL48549-240422-1-PB.pdf.jpg48549-240422-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9344https://repositorio.unal.edu.co/bitstream/unal/60783/2/48549-240422-1-PB.pdf.jpg8ea35eb4abcd67632d220190cc67c22aMD52unal/60783oai:repositorio.unal.edu.co:unal/607832023-04-09 23:04:41.453Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Stochastic mathematical model for vehicle routing problem in collecting perishable products
title Stochastic mathematical model for vehicle routing problem in collecting perishable products
spellingShingle Stochastic mathematical model for vehicle routing problem in collecting perishable products
62 Ingeniería y operaciones afines / Engineering
Stochastic-VRP
Logistics
Perishables
Flowers
Clustering
Montecarlo Simulation
Costs.
title_short Stochastic mathematical model for vehicle routing problem in collecting perishable products
title_full Stochastic mathematical model for vehicle routing problem in collecting perishable products
title_fullStr Stochastic mathematical model for vehicle routing problem in collecting perishable products
title_full_unstemmed Stochastic mathematical model for vehicle routing problem in collecting perishable products
title_sort Stochastic mathematical model for vehicle routing problem in collecting perishable products
dc.creator.fl_str_mv Gonzalez-L., Elsa Cristina
Adarme-Jaimes, Wilson
Orjuela-Castro, Javier Arturo
dc.contributor.author.spa.fl_str_mv Gonzalez-L., Elsa Cristina
Adarme-Jaimes, Wilson
Orjuela-Castro, Javier Arturo
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
Stochastic-VRP
Logistics
Perishables
Flowers
Clustering
Montecarlo Simulation
Costs.
dc.subject.proposal.spa.fl_str_mv Stochastic-VRP
Logistics
Perishables
Flowers
Clustering
Montecarlo Simulation
Costs.
description In this paper a model for the vehicle routing problem with stochastic components of demand, service time and delivery time for perishable products is presented. The purpose of the paper is to present an alternative to the problem of collecting the flower industry, using a model that reflects the stochastic behavior in collecting flowers, required by companies in Colombia. The model incorporates three stochastic components and a restriction not reported earlier by other authors. The solution method includes clusters for collection points, route design, allocation to truck routes, Monte Carlo simulation and a regression model to obtain the equation of the total system cost and optimal point of replenishment.
publishDate 2015
dc.date.issued.spa.fl_str_mv 2015-01-01
dc.date.accessioned.spa.fl_str_mv 2019-07-02T19:06:14Z
dc.date.available.spa.fl_str_mv 2019-07-02T19:06:14Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.issn.spa.fl_str_mv ISSN: 2346-2183
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identifier_str_mv ISSN: 2346-2183
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language spa
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dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
dc.relation.references.spa.fl_str_mv Gonzalez-L., Elsa Cristina and Adarme-Jaimes, Wilson and Orjuela-Castro, Javier Arturo (2015) Stochastic mathematical model for vehicle routing problem in collecting perishable products. DYNA, 82 (189). pp. 199-206. ISSN 2346-2183
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia (Sede Medellín). Facultad de Minas.
institution Universidad Nacional de Colombia
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