Dynamic model for the multiproduct inventory optimization with multivariate demand

IInventory Policies for the industry are a need to its profitability and to provide adequate service to the clients. The final stage in the internal logistic of the supply chain, the storage and the final disposal, must have a correct planning, but this requires a correct management of the final pro...

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Autores:
Valencia Cárdenas, Marisol
Tipo de recurso:
Doctoral thesis
Fecha de publicación:
2016
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/57003
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/57003
http://bdigital.unal.edu.co/53066/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
Forecasts
Bayesian Techniques
Dynamic Linear Models
Inventory Models
Bayesian Regression
Bayesian Dynamic Linear Models
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_abf2Díaz Serna, FranciscoCorrea Morales, Juan CarlosValencia Cárdenas, Marisolc9abcac6-eb47-4d09-be54-e2caed9019c73002019-07-02T12:19:31Z2019-07-02T12:19:31Z2016-04-20https://repositorio.unal.edu.co/handle/unal/57003http://bdigital.unal.edu.co/53066/IInventory Policies for the industry are a need to its profitability and to provide adequate service to the clients. The final stage in the internal logistic of the supply chain, the storage and the final disposal, must have a correct planning, but this requires a correct management of the final products demand. New models based on Bayesian techniques are proposed in this thesis in order to do forecasts with few data and for short periods. Also, new Inventory models, and the respective optimization for a type of industry that has a storage center and final supply of its products. The work is divided in two phases. The first phase will provide a better form to forecast, and the second, the form to do optimization, to give to the industry adequate quantities to order, save, and transport to fulfill service to the clients.Resumen: Las políticas de inventario para la industria son una necesidad para su rentabilidad y para proveer un servicio adecuado a los clientes. Es necesario buscar herramientas que faciliten a la industria una buena planeación en la etapa final de la logística interna de la cadena de suministro, tanto en el almacenamiento, como en la disposición final, pero esto requiere un manejo adecuado de la demanda de los productos finales. En ésta Tesis Doctoral se proponen nuevos modelos basados en técnicas bayesianas, con el fin de hacer pronósticos con pocos datos y a corto plazo. También, se proponen Modelos de inventario y su respectiva optimización, para un tipo de industria que tenga un centro de almacenamiento y distribución final de sus productos. El trabajo se divide en dos fases. La primera fase proporcionará una mejor forma de predecir, y la segunda, la forma de hacer la optimización de modelos de inventario multiproducto, para dar a la industria de las cantidades adecuadas para ordenar, guardar y transporte para cumplir con el servicio a los clientes.Doctoradoapplication/pdfspaUniversidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de Ingeniería de la OrganizaciónEscuela de Ingeniería de la OrganizaciónValencia Cárdenas, Marisol (2016) Dynamic model for the multiproduct inventory optimization with multivariate demand. Doctorado thesis, Universidad Nacional de Colombia - Sede Medellín.62 Ingeniería y operaciones afines / EngineeringForecastsBayesian TechniquesDynamic Linear ModelsInventory ModelsBayesian RegressionBayesian Dynamic Linear ModelsDynamic model for the multiproduct inventory optimization with multivariate demandTrabajo de grado - Doctoradoinfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/acceptedVersionhttp://purl.org/coar/resource_type/c_db06Texthttp://purl.org/redcol/resource_type/TDORIGINAL43616826.2016.pdftesis de Doctorado en Ingeniería - Industria y Organizacionesapplication/pdf7308770https://repositorio.unal.edu.co/bitstream/unal/57003/1/43616826.2016.pdf9004ec724d388dc45b26fc3e4f213131MD51THUMBNAIL43616826.2016.pdf.jpg43616826.2016.pdf.jpgGenerated Thumbnailimage/jpeg4083https://repositorio.unal.edu.co/bitstream/unal/57003/2/43616826.2016.pdf.jpg083440cc82484ee23f79097697a8b0edMD52unal/57003oai:repositorio.unal.edu.co:unal/570032024-03-25 23:08:03.596Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Dynamic model for the multiproduct inventory optimization with multivariate demand
title Dynamic model for the multiproduct inventory optimization with multivariate demand
spellingShingle Dynamic model for the multiproduct inventory optimization with multivariate demand
62 Ingeniería y operaciones afines / Engineering
Forecasts
Bayesian Techniques
Dynamic Linear Models
Inventory Models
Bayesian Regression
Bayesian Dynamic Linear Models
title_short Dynamic model for the multiproduct inventory optimization with multivariate demand
title_full Dynamic model for the multiproduct inventory optimization with multivariate demand
title_fullStr Dynamic model for the multiproduct inventory optimization with multivariate demand
title_full_unstemmed Dynamic model for the multiproduct inventory optimization with multivariate demand
title_sort Dynamic model for the multiproduct inventory optimization with multivariate demand
dc.creator.fl_str_mv Valencia Cárdenas, Marisol
dc.contributor.author.spa.fl_str_mv Valencia Cárdenas, Marisol
dc.contributor.spa.fl_str_mv Díaz Serna, Francisco
Correa Morales, Juan Carlos
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
Forecasts
Bayesian Techniques
Dynamic Linear Models
Inventory Models
Bayesian Regression
Bayesian Dynamic Linear Models
dc.subject.proposal.spa.fl_str_mv Forecasts
Bayesian Techniques
Dynamic Linear Models
Inventory Models
Bayesian Regression
Bayesian Dynamic Linear Models
description IInventory Policies for the industry are a need to its profitability and to provide adequate service to the clients. The final stage in the internal logistic of the supply chain, the storage and the final disposal, must have a correct planning, but this requires a correct management of the final products demand. New models based on Bayesian techniques are proposed in this thesis in order to do forecasts with few data and for short periods. Also, new Inventory models, and the respective optimization for a type of industry that has a storage center and final supply of its products. The work is divided in two phases. The first phase will provide a better form to forecast, and the second, the form to do optimization, to give to the industry adequate quantities to order, save, and transport to fulfill service to the clients.
publishDate 2016
dc.date.issued.spa.fl_str_mv 2016-04-20
dc.date.accessioned.spa.fl_str_mv 2019-07-02T12:19:31Z
dc.date.available.spa.fl_str_mv 2019-07-02T12:19:31Z
dc.type.spa.fl_str_mv Trabajo de grado - Doctorado
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/doctoralThesis
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_db06
dc.type.content.spa.fl_str_mv Text
dc.type.redcol.spa.fl_str_mv http://purl.org/redcol/resource_type/TD
format http://purl.org/coar/resource_type/c_db06
status_str acceptedVersion
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/57003
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/53066/
url https://repositorio.unal.edu.co/handle/unal/57003
http://bdigital.unal.edu.co/53066/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de Ingeniería de la Organización
Escuela de Ingeniería de la Organización
dc.relation.references.spa.fl_str_mv Valencia Cárdenas, Marisol (2016) Dynamic model for the multiproduct inventory optimization with multivariate demand. Doctorado thesis, Universidad Nacional de Colombia - Sede Medellín.
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
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/57003/1/43616826.2016.pdf
https://repositorio.unal.edu.co/bitstream/unal/57003/2/43616826.2016.pdf.jpg
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repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
repository.mail.fl_str_mv repositorio_nal@unal.edu.co
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