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dc.contributor.author
Miguel, Fabio Maximiliano  
dc.contributor.author
Frutos, Mariano  
dc.contributor.author
Méndez, Máximo  
dc.contributor.author
Tohmé, Fernando Abel  
dc.contributor.author
González, Begoña  
dc.date.available
2024-05-03T15:47:24Z  
dc.date.issued
2024-04  
dc.identifier.citation
Miguel, Fabio Maximiliano; Frutos, Mariano; Méndez, Máximo; Tohmé, Fernando Abel; González, Begoña; Comparison of MOEAs in an Optimization-Decision Methodology for a Joint Order Batching and Picking System; Multidisciplinary Digital Publishing Institute; Mathematics; 12; 8; 4-2024; 1-23  
dc.identifier.uri
http://hdl.handle.net/11336/234492  
dc.description.abstract
This paper investigates the performance of a two-stage multi-criteria decision-making procedure for order scheduling problems. These problems are represented by a novel nonlinear mixed integer program. Hybridizations of three Multi-Objective Evolutionary Algorithms (MOEAs) based on dominance relations are studied and compared to solve small, medium, and large instances of the joint order batching and picking problem in storage systems with multiple blocks of two and three dimensions. The performance of these methods is compared using a set of well-known metrics and running an extensive battery of simulations based on a methodology widely used in the literature. The main contributions of this paper are (1) the hybridization of MOEAs to deal efficiently with the combination of orders in one or several picking tours, scheduling them for each picker, and (2) a multi-criteria approach to scheduling multiple picking teams for each wave of orders. Based on the experimental results obtained, it can be stated that, in environments with a large number of different items and orders with high variability in volume, the proposed approach can significantly reduce operating costs while allowing the decision-maker to anticipate the positioning of orders in the dispatch area.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Multidisciplinary Digital Publishing Institute  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by/2.5/ar/  
dc.subject
MULTIPLE CRITERIA DECISION-MAKING  
dc.subject
MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS  
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ORDER BATCHING PROBLEM  
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ORDER PICKING PROBLEM  
dc.subject.classification
Otras Economía y Negocios  
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Economía y Negocios  
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CIENCIAS SOCIALES  
dc.title
Comparison of MOEAs in an Optimization-Decision Methodology for a Joint Order Batching and Picking System  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2024-04-29T13:32:23Z  
dc.identifier.eissn
2227-7390  
dc.journal.volume
12  
dc.journal.number
8  
dc.journal.pagination
1-23  
dc.journal.pais
Suiza  
dc.journal.ciudad
Basilea  
dc.description.fil
Fil: Miguel, Fabio Maximiliano. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Confluencia; Argentina. Universidad Nacional de Río Negro; Argentina  
dc.description.fil
Fil: Frutos, Mariano. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina  
dc.description.fil
Fil: Méndez, Máximo. Universidad de Las Palmas de Gran Canaria; España. Instituto Universitario de Sistemas Inteligentes Siani; España  
dc.description.fil
Fil: Tohmé, Fernando Abel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Matemática Bahía Blanca. Universidad Nacional del Sur. Departamento de Matemática. Instituto de Matemática Bahía Blanca; Argentina  
dc.description.fil
Fil: González, Begoña. Universidad de Las Palmas de Gran Canaria; España. Instituto Universitario de Sistemas Inteligentes Siani; España  
dc.journal.title
Mathematics  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.mdpi.com/2227-7390/12/8/1246  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.3390/math12081246