A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy
•Introduce a new policy for managing the deliveries - inside the urban areas.•Model the policy by means of a new multi-periodic variant of Bin Packing.•Develop a MIP model and an accurate heuristic for tackling large-sized instances.•Use our model to draw practical insights on the effect of the on-d...
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Veröffentlicht in: | Transportation research. Part E, Logistics and transportation review Logistics and transportation review, 2021-01, Vol.145, p.102184, Article 102184 |
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creator | Perboli, Guido Brotcorne, Luce Bruni, Maria Elena Rosano, Mariangela |
description | •Introduce a new policy for managing the deliveries - inside the urban areas.•Model the policy by means of a new multi-periodic variant of Bin Packing.•Develop a MIP model and an accurate heuristic for tackling large-sized instances.•Use our model to draw practical insights on the effect of the on-demand economy.
Two-tier city logistics systems are playing a very important role nowadays in the management of urban freight activities. Although several city authorities have promoted different measures to foster the implementation of small urban consolidation centers in a two-tier system, only a few authors have addressed the joint problem of operating these facilities and providing services to customers. We show how the problem can be modeled as a new variant of the bin packing, for which we provide a mixed integer programming formulation and two heuristics that are shown to be quite effective in solving efficiently and to near optimality the problem. The application of our approach on real data from the city of Turin puts into highlight the superiority of the consolidation approach, including the bundle of goods from different providers, stockholding and other value-added logistics services, over the classical single-tier approach. In addition, the paper provides a thorough analysis of some emerging aspects of the on-demand economy, as the consideration of customers’ preferences and the integration of multiple delivery options. The managerial insights coming from this work will be part of the new Logistics and Mobility Plan to be activated in 2022 in the Piedmont region. |
doi_str_mv | 10.1016/j.tre.2020.102184 |
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Two-tier city logistics systems are playing a very important role nowadays in the management of urban freight activities. Although several city authorities have promoted different measures to foster the implementation of small urban consolidation centers in a two-tier system, only a few authors have addressed the joint problem of operating these facilities and providing services to customers. We show how the problem can be modeled as a new variant of the bin packing, for which we provide a mixed integer programming formulation and two heuristics that are shown to be quite effective in solving efficiently and to near optimality the problem. The application of our approach on real data from the city of Turin puts into highlight the superiority of the consolidation approach, including the bundle of goods from different providers, stockholding and other value-added logistics services, over the classical single-tier approach. In addition, the paper provides a thorough analysis of some emerging aspects of the on-demand economy, as the consideration of customers’ preferences and the integration of multiple delivery options. The managerial insights coming from this work will be part of the new Logistics and Mobility Plan to be activated in 2022 in the Piedmont region.</description><identifier>ISSN: 1366-5545</identifier><identifier>EISSN: 1878-5794</identifier><identifier>DOI: 10.1016/j.tre.2020.102184</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Bin packing ; Computer Science ; Last-mile delivery ; On-demand economy ; Operations Research ; Urban delivery</subject><ispartof>Transportation research. Part E, Logistics and transportation review, 2021-01, Vol.145, p.102184, Article 102184</ispartof><rights>2020 Elsevier Ltd</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c364t-3453335c44dcf33ebc3c89f43330ec4de7e4d35d95b0b44f22f2406305ec9fd63</citedby><cites>FETCH-LOGICAL-c364t-3453335c44dcf33ebc3c89f43330ec4de7e4d35d95b0b44f22f2406305ec9fd63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.tre.2020.102184$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,777,781,882,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttps://inria.hal.science/hal-03146150$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Perboli, Guido</creatorcontrib><creatorcontrib>Brotcorne, Luce</creatorcontrib><creatorcontrib>Bruni, Maria Elena</creatorcontrib><creatorcontrib>Rosano, Mariangela</creatorcontrib><title>A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy</title><title>Transportation research. Part E, Logistics and transportation review</title><description>•Introduce a new policy for managing the deliveries - inside the urban areas.•Model the policy by means of a new multi-periodic variant of Bin Packing.•Develop a MIP model and an accurate heuristic for tackling large-sized instances.•Use our model to draw practical insights on the effect of the on-demand economy.
Two-tier city logistics systems are playing a very important role nowadays in the management of urban freight activities. Although several city authorities have promoted different measures to foster the implementation of small urban consolidation centers in a two-tier system, only a few authors have addressed the joint problem of operating these facilities and providing services to customers. We show how the problem can be modeled as a new variant of the bin packing, for which we provide a mixed integer programming formulation and two heuristics that are shown to be quite effective in solving efficiently and to near optimality the problem. The application of our approach on real data from the city of Turin puts into highlight the superiority of the consolidation approach, including the bundle of goods from different providers, stockholding and other value-added logistics services, over the classical single-tier approach. In addition, the paper provides a thorough analysis of some emerging aspects of the on-demand economy, as the consideration of customers’ preferences and the integration of multiple delivery options. The managerial insights coming from this work will be part of the new Logistics and Mobility Plan to be activated in 2022 in the Piedmont region.</description><subject>Bin packing</subject><subject>Computer Science</subject><subject>Last-mile delivery</subject><subject>On-demand economy</subject><subject>Operations Research</subject><subject>Urban delivery</subject><issn>1366-5545</issn><issn>1878-5794</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kM1OwzAQhC0EEqXwANx85ZBix3aawKkqP0UK4kA5W669bl0lceVYRX17HAVx5LQ7o_lW2kHolpIZJbS4389igFlO8kHntORnaELLeZmJecXP086KIhOCi0t01fd7QhIk8gnaLnAH37j1BhpsfcC16mP27hrAT9C4I4QTVp3BnypC07g42Acfe9yqTm2hhS4-4PUOsGsPSkfsLY5J-S4z0A4gaN_59nSNLqxqerj5nVP09fK8Xq6y-uP1bbmoM80KHjPGBWNMaM6NtozBRjNdVpYnk4DmBubADROmEhuy4dzmuc05KRgRoCtrCjZFd-PdnWrkIbhWhZP0ysnVopaDRxjlBRXkSFOWjlkdfN8HsH8AJXJoVe5lalUOrcqx1cQ8jgykJ44Oguy1g06DcQF0lMa7f-gfQfh-vA</recordid><startdate>202101</startdate><enddate>202101</enddate><creator>Perboli, Guido</creator><creator>Brotcorne, Luce</creator><creator>Bruni, Maria Elena</creator><creator>Rosano, Mariangela</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope></search><sort><creationdate>202101</creationdate><title>A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy</title><author>Perboli, Guido ; Brotcorne, Luce ; Bruni, Maria Elena ; Rosano, Mariangela</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c364t-3453335c44dcf33ebc3c89f43330ec4de7e4d35d95b0b44f22f2406305ec9fd63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Bin packing</topic><topic>Computer Science</topic><topic>Last-mile delivery</topic><topic>On-demand economy</topic><topic>Operations Research</topic><topic>Urban delivery</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Perboli, Guido</creatorcontrib><creatorcontrib>Brotcorne, Luce</creatorcontrib><creatorcontrib>Bruni, Maria Elena</creatorcontrib><creatorcontrib>Rosano, Mariangela</creatorcontrib><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Transportation research. Part E, Logistics and transportation review</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Perboli, Guido</au><au>Brotcorne, Luce</au><au>Bruni, Maria Elena</au><au>Rosano, Mariangela</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy</atitle><jtitle>Transportation research. Part E, Logistics and transportation review</jtitle><date>2021-01</date><risdate>2021</risdate><volume>145</volume><spage>102184</spage><pages>102184-</pages><artnum>102184</artnum><issn>1366-5545</issn><eissn>1878-5794</eissn><abstract>•Introduce a new policy for managing the deliveries - inside the urban areas.•Model the policy by means of a new multi-periodic variant of Bin Packing.•Develop a MIP model and an accurate heuristic for tackling large-sized instances.•Use our model to draw practical insights on the effect of the on-demand economy.
Two-tier city logistics systems are playing a very important role nowadays in the management of urban freight activities. Although several city authorities have promoted different measures to foster the implementation of small urban consolidation centers in a two-tier system, only a few authors have addressed the joint problem of operating these facilities and providing services to customers. We show how the problem can be modeled as a new variant of the bin packing, for which we provide a mixed integer programming formulation and two heuristics that are shown to be quite effective in solving efficiently and to near optimality the problem. The application of our approach on real data from the city of Turin puts into highlight the superiority of the consolidation approach, including the bundle of goods from different providers, stockholding and other value-added logistics services, over the classical single-tier approach. In addition, the paper provides a thorough analysis of some emerging aspects of the on-demand economy, as the consideration of customers’ preferences and the integration of multiple delivery options. The managerial insights coming from this work will be part of the new Logistics and Mobility Plan to be activated in 2022 in the Piedmont region.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.tre.2020.102184</doi></addata></record> |
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source | Elsevier ScienceDirect Journals |
subjects | Bin packing Computer Science Last-mile delivery On-demand economy Operations Research Urban delivery |
title | A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy |
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