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Campo DC | Valor | Lengua/Idioma |
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dc.contributor.author | Rabe, Markus | - |
dc.contributor.author | Gonzalez-Feliu, Jesus | - |
dc.contributor.author | Chicaiza Vaca, Jorge Luis | - |
dc.contributor.author | Tordecilla, Rafael D. | - |
dc.contributor.other | TU Dortmund University | - |
dc.contributor.other | Excelia Business School | - |
dc.contributor.other | Universitat Oberta de Catalunya. Internet Interdisciplinary Institute (IN3) | - |
dc.contributor.other | Universidad de La Sabana | - |
dc.date.accessioned | 2023-01-27T10:44:09Z | - |
dc.date.available | 2023-01-27T10:44:09Z | - |
dc.date.issued | 2021-01-28 | - |
dc.identifier.citation | Rabe, M., Gonzalez-Feliu, J., Chicaiza-Vaca, J. & Tordecilla, R. (2021). Simulation-Optimization Approach for Multi-Period Facility Location Problems with Forecasted and Random Demands in a Last-Mile Logistics Application. Algorithms, 14(2), 1-18. doi: 10.3390/a14020041 | - |
dc.identifier.issn | 1999-4893MIAR | - |
dc.identifier.uri | http://hdl.handle.net/10609/147212 | - |
dc.description.abstract | The introduction of automated parcel locker (APL) systems is one possible approach to improve urban logistics (UL) activities. Based on the city of Dortmund as case study, we propose a simulation-optimization approach integrating a system dynamics simulation model (SDSM) with a multi-period capacitated facility location problem (CFLP). We propose this integrated model as a decision support tool for future APL implementations as a last-mile distribution scheme. First, we built a causal-loop and stock-flow diagram to show main components and interdependencies of the APL systems. Then, we formulated a multi-period CFLP model to determine the optimal number of APLs for each period. Finally, we used a Monte Carlo simulation to estimate the costs and reliability level with random demands. We evaluate three e-shopper rate scenarios with the SDSM, and then analyze ten detailed demand configurations based on the results for the middle-size scenario with our CFLP model. After 36 months, the number of APLs increases from 99 to 165 with the growing demand, and stabilizes in all configurations from month 24. A middle-demand configuration, which has total costs of about 750,000€, already locates a suitable number of APLs. If the budget is lower, our approach offers alternatives for decision-makers. | en |
dc.format.mimetype | application/pdf | - |
dc.language.iso | eng | en |
dc.publisher | MDPI AG | - |
dc.relation.ispartof | Algorithms, 2021, 14(2) | - |
dc.relation.ispartofseries | Algorithms;14 | - |
dc.relation.uri | https://doi.org/10.3390/a14020041 | - |
dc.rights | CC BY 4.0 | - |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | - |
dc.subject | hybrid modeling | en |
dc.subject | modelatge híbrid | ca |
dc.subject | modelado híbrido | es |
dc.subject | system dynamics | en |
dc.subject | dinàmica de sistemes | ca |
dc.subject | dinámica de sistemas | es |
dc.subject | facility location problems | en |
dc.subject | problemes d'ubicació d'instal·lacions | ca |
dc.subject | problemas de ubicación de instalaciones | es |
dc.subject | monte carlo simulation | en |
dc.subject | simulació de monte carlo | ca |
dc.subject | simulación de montecarlo | es |
dc.subject | automated parcel lockers | en |
dc.subject | taquilles automàtiques per paquets | ca |
dc.subject | taquillas automáticas para paquetes | es |
dc.subject | last-mile delivery | en |
dc.subject | entrega d'últim quilòmetre | ca |
dc.subject | entrega de último kilómetro | es |
dc.subject.lcsh | physical distribution of goods | - |
dc.title | Simulation-Optimization Approach for Multi-Period Facility Location Problems with Forecasted and Random Demands in a Last-Mile Logistics Application | en |
dc.type | info:eu-repo/semantics/article | - |
dc.subject.lemac | mercaderies--distribució | - |
dc.subject.lcshes | logística comercial | - |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | - |
dc.identifier.doi | https://doi.org/10.3390/a14020041 | - |
dc.gir.id | AR/0000008747 | - |
dc.type.version | info:eu-repo/semantics/publishedVersion | - |
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