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dc.contributor.author
Miguel, Fabio Maximiliano
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dc.contributor.author
Frutos, Mariano
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dc.contributor.author
Méndez Babey, Máximo
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dc.contributor.author
Tohmé, Fernando Abel
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dc.date.available
2023-07-25T12:57:15Z
dc.date.issued
2022-03-28
dc.identifier.citation
Miguel, Fabio Maximiliano; Frutos, Mariano; Méndez Babey, Máximo; Tohmé, Fernando Abel; Order batching and order picking with 3D positioning of the articles: solution through a hybrid evolutionary algorithm; American Institute of Mathematical Sciences; Mathematical Biosciences And Engineering; 19; 6; 28-3-2022; 5546-5563
dc.identifier.issn
1547-1063
dc.identifier.uri
http://hdl.handle.net/11336/205241
dc.description.abstract
A critical factor in the logistic management of firms is the degree of efficiency of the operations in distribution centers. Of particular interest is the pick-up process, since it is the costliest operation, amounting to 50 and up to 75% of the total cost of the activities in storage facilities. In this paper we jointly address the order batching problem (OBP) and the order picking problem (OPP). The former problem amounts to find optimal batches of goods to be picked up, by restructuring incoming orders by either splitting up large orders or combining small orders into larger ones that can then be picked in a single picking tour. The OPP, in turn, involves identifying optimal sequences of visits to the storage positions in which the goods to be included in each batch are stored. We seek to design a plan that minimizes the total operational cost of the pick-up process, proportional to the displacement times around the storage area as well as to all the time spent in pick-ups and finishing up orders to be punctually delivered. Earliness or tardiness will induce inefficiency costs, be it because of the excessive use of space or breaches of contracts with customers. Tsai, Liou and Huang in 2008 have generated 2D and 3D instances. In previous works we have addressed the 2D ones, achieving very good results. Here we focus on 3D instances (the articles are placed at different levels in the storage center), which involve a higher complexity. This contributes to improve the performance of the hybrid evolutionary algorithm (HEA) applied in our previous works.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
American Institute of Mathematical Sciences
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dc.rights
info:eu-repo/semantics/openAccess
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject
EVOLUTIONARY ALGORITHM
dc.subject
LOCAL SEARCH
dc.subject
OPTIMIZATION
dc.subject
ORDER BATCHING
dc.subject
ORDER PICKING
dc.subject.classification
Otras Ingenierías y Tecnologías
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dc.subject.classification
Otras Ingenierías y Tecnologías
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dc.subject.classification
INGENIERÍAS Y TECNOLOGÍAS
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dc.title
Order batching and order picking with 3D positioning of the articles: solution through a hybrid evolutionary algorithm
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2023-06-30T15:23:10Z
dc.journal.volume
19
dc.journal.number
6
dc.journal.pagination
5546-5563
dc.journal.pais
Estados Unidos
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dc.description.fil
Fil: Miguel, Fabio Maximiliano. 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 Babey, Máximo. Universidad de Las Palmas de Gran Canaria; 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.journal.title
Mathematical Biosciences And Engineering
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dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/http://www.aimspress.com/article/doi/10.3934/mbe.2022259
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.3934/mbe.2022259
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