A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions

This paper studies the joint order batching and order picker routing problem in conventional multi parallel-aisle picker-to-part order picking systems. It complements prior publications by considering capacity constraint that is formulated as a function of total item weight, instead of item count. A...

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Detalles Bibliográficos
Autores: Grosse, Eric, Glock, Christoph, Ballester Ripoll, Rafael
Tipo de recurso: artículo
Fecha de publicación:2014
País:España
Institución:IE
Repositorio:Repositorio IE
OAI Identifier:oai:repositorio.ie.edu:20.500.14417/4016
Acceso en línea:https://hdl.handle.net/20.500.14417/4016
Access Level:acceso abierto
Palabra clave:53 Ciencias Económicas::5311 Organización y dirección de empresas ::5311.03 Estudios industriales
ODS 9 - Industria, innovación e infraestructura
ODS 12 - Producción y consumo responsables
Order Picking
Order Batching
Warehouse
Simulated Annealing
Picker-to-Part System
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repository_id_str
spelling A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight RestrictionsGrosse, EricGlock, ChristophBallester Ripoll, Rafael53 Ciencias Económicas::5311 Organización y dirección de empresas ::5311.03 Estudios industrialesODS 9 - Industria, innovación e infraestructuraODS 12 - Producción y consumo responsablesOrder PickingOrder BatchingWarehouseSimulated AnnealingPicker-to-Part SystemThis paper studies the joint order batching and order picker routing problem in conventional multi parallel-aisle picker-to-part order picking systems. It complements prior publications by considering capacity constraint that is formulated as a function of total item weight, instead of item count. A mathematical model is formulated and a simulated annealing algorithm is developed to batch orders and to determine pick tours. The intention of the paper is to provide a more realistic model and to improve classical batching and routing heuristics. It thereby pays special attention to the practical applicability of the model. The proposed methods are compared and evaluated in an extensive numerical study, and it is shown that the developed approach leads to an improved solution for the joint order batching and order picker routing problem, as compared to classical heuristics for this problem.YesPublishedIJOQMhttps://ror.org/02jjdwm7520252014info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://hdl.handle.net/20.500.14417/4016reponame:Repositorio IEinstname:IEInglésIE School of Science & TechnologyIE UniversityApplied MathematicsAttribution-NonCommercial 4.0 Internationalhttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccessoai:repositorio.ie.edu:20.500.14417/40162026-06-15T12:40:57Z
dc.title.none.fl_str_mv A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
title A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
spellingShingle A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
Grosse, Eric
53 Ciencias Económicas::5311 Organización y dirección de empresas ::5311.03 Estudios industriales
ODS 9 - Industria, innovación e infraestructura
ODS 12 - Producción y consumo responsables
Order Picking
Order Batching
Warehouse
Simulated Annealing
Picker-to-Part System
title_short A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
title_full A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
title_fullStr A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
title_full_unstemmed A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
title_sort A Simulated Annealing Approach for the Joint Order Batching and Order Picker Routing Problem with Weight Restrictions
dc.creator.none.fl_str_mv Grosse, Eric
Glock, Christoph
Ballester Ripoll, Rafael
author Grosse, Eric
author_facet Grosse, Eric
Glock, Christoph
Ballester Ripoll, Rafael
author_role author
author2 Glock, Christoph
Ballester Ripoll, Rafael
author2_role author
author
dc.contributor.none.fl_str_mv https://ror.org/02jjdwm75
dc.subject.none.fl_str_mv 53 Ciencias Económicas::5311 Organización y dirección de empresas ::5311.03 Estudios industriales
ODS 9 - Industria, innovación e infraestructura
ODS 12 - Producción y consumo responsables
Order Picking
Order Batching
Warehouse
Simulated Annealing
Picker-to-Part System
topic 53 Ciencias Económicas::5311 Organización y dirección de empresas ::5311.03 Estudios industriales
ODS 9 - Industria, innovación e infraestructura
ODS 12 - Producción y consumo responsables
Order Picking
Order Batching
Warehouse
Simulated Annealing
Picker-to-Part System
description This paper studies the joint order batching and order picker routing problem in conventional multi parallel-aisle picker-to-part order picking systems. It complements prior publications by considering capacity constraint that is formulated as a function of total item weight, instead of item count. A mathematical model is formulated and a simulated annealing algorithm is developed to batch orders and to determine pick tours. The intention of the paper is to provide a more realistic model and to improve classical batching and routing heuristics. It thereby pays special attention to the practical applicability of the model. The proposed methods are compared and evaluated in an extensive numerical study, and it is shown that the developed approach leads to an improved solution for the joint order batching and order picker routing problem, as compared to classical heuristics for this problem.
publishDate 2014
dc.date.none.fl_str_mv 2014
2025
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/20.500.14417/4016
url https://hdl.handle.net/20.500.14417/4016
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv IE School of Science & Technology
IE University
Applied Mathematics
dc.rights.none.fl_str_mv Attribution-NonCommercial 4.0 International
http://creativecommons.org/licenses/by-nc/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial 4.0 International
http://creativecommons.org/licenses/by-nc/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv IJOQM
publisher.none.fl_str_mv IJOQM
dc.source.none.fl_str_mv reponame:Repositorio IE
instname:IE
instname_str IE
reponame_str Repositorio IE
collection Repositorio IE
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,811543

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