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http://hdl.handle.net/1942/43456
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DC Field | Value | Language |
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dc.contributor.author | D'HAEN, Ruben | - |
dc.contributor.author | RAMAEKERS, Katrien | - |
dc.contributor.author | Archetti, Claudia | - |
dc.contributor.author | BRAEKERS, Kris | - |
dc.date.accessioned | 2024-07-30T08:07:57Z | - |
dc.date.available | 2024-07-30T08:07:57Z | - |
dc.date.issued | 2024 | - |
dc.date.submitted | 2024-07-30T08:01:43Z | - |
dc.identifier.citation | Computers & operations research, 170 (Art N° 106762) | - |
dc.identifier.uri | http://hdl.handle.net/1942/43456 | - |
dc.description.abstract | Responding to e-commerce orders as quickly as possible is indispensable for companies competing in the current retailing landscape. After a customer orders online, the requested items should be picked in the warehouse and delivered to the customer's location. Previous research showed the benefits of integrating the order picking and vehicle routing decisions in a static context. To achieve shorter customer response times, we propose multiple new algorithms in this study, able to handle the integrated problem of picking and delivery in a setting with dynamic order arrivals and considering more complex picking policies. We develop and implement four online large neighbourhood search algorithms, differing in their degree of integration between picking and routing decisions. The algorithms are tested on different operational settings. Differences between the algorithms and the impact of the operating context are analysed by use of an ANOVA. The results highlight the importance of integrated decision-making, as well as the large impact of the operating context on the operational efficiency. Furthermore, we demonstrate the environmental impact of stringent customer requests. These insights can be used by companies to optimise their operations. | - |
dc.description.sponsorship | Ruben D’Haen is funded by the Research Foundation Flanders, Belgium [grant number FWO-11J1721N]. This work is also supported by an FWO junior research project, Belgium [G021422N]. The computational resources and services used in this work were provided by the VSC (Flemish Supercomputer Center), funded by the Research Foundation Flanders (FWO), Belgium and the Flemish Government. | - |
dc.language.iso | en | - |
dc.publisher | PERGAMON-ELSEVIER SCIENCE LTD | - |
dc.rights | 2024 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies. | - |
dc.subject.other | Order picking | - |
dc.subject.other | Vehicle routing | - |
dc.subject.other | Integrated decision making | - |
dc.subject.other | Order batching | - |
dc.subject.other | Metaheuristics | - |
dc.title | Integrating order picking and vehicle routing decisions in a dynamic e-commerce setting | - |
dc.type | Journal Contribution | - |
dc.identifier.volume | 170 | - |
local.format.pages | 20 | - |
local.bibliographicCitation.jcat | A1 | - |
local.publisher.place | THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
local.bibliographicCitation.artnr | 106762 | - |
dc.identifier.doi | 10.1016/j.cor.2024.106762 | - |
dc.identifier.isi | 001269514500001 | - |
dc.contributor.orcid | Archetti, Claudia/0000-0002-3524-1600 | - |
local.provider.type | wosris | - |
local.uhasselt.international | yes | - |
item.fulltext | With Fulltext | - |
item.accessRights | Restricted Access | - |
item.contributor | D'HAEN, Ruben | - |
item.contributor | RAMAEKERS, Katrien | - |
item.contributor | Archetti, Claudia | - |
item.contributor | BRAEKERS, Kris | - |
item.fullcitation | D'HAEN, Ruben; RAMAEKERS, Katrien; Archetti, Claudia & BRAEKERS, Kris (2024) Integrating order picking and vehicle routing decisions in a dynamic e-commerce setting. In: Computers & operations research, 170 (Art N° 106762). | - |
crisitem.journal.issn | 0305-0548 | - |
crisitem.journal.eissn | 1873-765X | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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Integrating order picking and vehicle routing decisions in a dynamic e-commerce setting.pdf Restricted Access | Published version | 1.76 MB | Adobe PDF | View/Open Request a copy |
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