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Last-mile delivery concepts: a survey from an operational research perspective

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  1. Ostermeier, Manuel & Heimfarth, Andreas & Hübner, Alexander, 2023. "The multi-vehicle truck-and-robot routing problem for last-mile delivery," European Journal of Operational Research, Elsevier, vol. 310(2), pages 680-697.
  2. Kötschau, Rico & Scherr, Ninja & Tilk, Christian & Ehmke, Jan Fabian, 2025. "Mobile home delivery parcel lockers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 193(C).
  3. Samani, Ali Riahi & Talebian, Ahmadreza & Mishra, Sabyasachee & Golias, Mihalis, 2025. "Evaluating consumer shopping, delivery demands, and last-mile preferences: An integrated MDCEV-HCM approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 197(C).
  4. Vasco Silva & António Amaral & Tânia Fontes, 2023. "Sustainable Urban Last-Mile Logistics: A Systematic Literature Review," Sustainability, MDPI, vol. 15(3), pages 1-27, January.
  5. Ma, Bohao & Teo, Chee-Chong & Wong, Yiik Diew, 2024. "Location analysis of parcel locker Network: Effects of spatial characteristics on operational performance," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
  6. Raúl Soto-Concha & John Willmer Escobar & Daniel Morillo-Torres & Rodrigo Linfati, 2025. "The Vehicle-Routing Problem with Satellites Utilization: A Systematic Review of the Literature," Mathematics, MDPI, vol. 13(7), pages 1-29, March.
  7. Alexander Wyrowski & Nils Boysen & Dirk Briskorn & Stefan Schwerdfeger, 2024. "Public transport crowdshipping: moving shipments among parcel lockers located at public transport stations," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 46(3), pages 873-907, September.
  8. Fang Li & Oliver Kunze, 2023. "A Comparative Review of Air Drones (UAVs) and Delivery Bots (SUGVs) for Automated Last Mile Home Delivery," Logistics, MDPI, vol. 7(2), pages 1-32, April.
  9. Lu, Jing & Liu, Yuman & Jiang, Changmin & Wu, Weiwei, 2025. "Truck-drone joint delivery network for rural area: Optimization and implications," Transport Policy, Elsevier, vol. 163(C), pages 273-284.
  10. Ghoniem, Ahmed & Boz, Semih & El-Adle, Amro M., 2025. "Parcel delivery by vehicle and drone in ordered customer neighborhoods," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 197(C).
  11. Miloš Veljović & Snežana Tadić & Mladen Krstić, 2024. "Last Word in Last-Mile Logistics: A Novel Hybrid Multi-Criteria Decision-Making Model for Ranking Industry 4.0 Technologies," Mathematics, MDPI, vol. 12(13), pages 1-30, June.
  12. Björn Asdecker, 2021. "Building the E-Commerce Supply Chain of the Future: What Influences Consumer Acceptance of Alternative Places of Delivery on the Last-Mile," Logistics, MDPI, vol. 5(4), pages 1-17, December.
  13. Wang, Ming & Tan, Zhijia & Du, Yuquan, 2024. "Coordinating inland river ports through optimal subsidies from the container shipping carrier," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 189(C).
  14. Pina-Pardo, Juan C. & Silva, Daniel F. & Smith, Alice E. & Gatica, Ricardo A., 2024. "Fleet resupply by drones for last-mile delivery," European Journal of Operational Research, Elsevier, vol. 316(1), pages 168-182.
  15. Yang, Xuan & Kong, Xiang T.R. & Huang, George Q., 2024. "Synchronizing crowdsourced co-modality between passenger and freight transportation services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 184(C).
  16. Bock, Stefan, 2024. "Vehicle routing for connected service areas - a versatile approach covering single, hierarchical, and bi-criteria objectives," European Journal of Operational Research, Elsevier, vol. 313(3), pages 905-925.
  17. Heimfarth, Andreas & Ostermeier, Manuel & Hübner, Alexander, 2022. "A mixed truck and robot delivery approach for the daily supply of customers," European Journal of Operational Research, Elsevier, vol. 303(1), pages 401-421.
  18. He, Dongdong & Ceder, Avishai (Avi) & Zhang, Wenyi & Guan, Wei & Qi, Geqi, 2023. "Optimization of a rural bus service integrated with e-commerce deliveries guided by a new sustainable policy in China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 172(C).
  19. Gilles Pache, 2023. "La construction de la grande pyramide de Gizeh aurait-elle pu être menée à son terme sans une exceptionnelle organisation logistique ?," Post-Print hal-04071022, HAL.
  20. Yi Li & Min Liu & Dandan Jiang, 2022. "Application of Unmanned Aerial Vehicles in Logistics: A Literature Review," Sustainability, MDPI, vol. 14(21), pages 1-18, November.
  21. Morandi, Nicola & Leus, Roel & Matuschke, Jannik & Yaman, Hande, 2023. "The traveling salesman problem with drones: The benefits of retraversing the arcs," Other publications TiSEM 09f54df0-875e-40af-a43d-5, Tilburg University, School of Economics and Management.
  22. Michael Dienstknecht & Nils Boysen & Dirk Briskorn, 2022. "The traveling salesman problem with drone resupply," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 44(4), pages 1045-1086, December.
  23. Jean-François Cordeau & Manuel Iori & Dario Vezzali, 2023. "A survey of attended home delivery and service problems with a focus on applications," 4OR, Springer, vol. 21(4), pages 547-583, December.
  24. Vijoleta Vrhovac & Stana Vasić & Stevan Milisavljević & Branislav Dudić & Peter Štarchoň & Marina Žižakov, 2023. "Measuring E-Commerce User Experience in the Last-Mile Delivery," Mathematics, MDPI, vol. 11(6), pages 1-21, March.
  25. Ning Wang & Yong Xu & Adis Puška & Željko Stević & Adel Fahad Alrasheedi, 2023. "Multi-Criteria Selection of Electric Delivery Vehicles Using Fuzzy–Rough Methods," Sustainability, MDPI, vol. 15(21), pages 1-25, November.
  26. Peter Dieter & Philipp Speckenmeyer & Guido Schryen, 2024. "The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers," Working Papers Dissertations 126, Paderborn University, Faculty of Business Administration and Economics.
  27. Chunhua Ju & Shuo Wang, 2025. "Determinants of consumer intention to use autonomous delivery vehicles: based on the planned behavior theory and normative activation model," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
  28. Sören Lauenstein & Christoph Schank, 2022. "Design of a Sustainable Last Mile in Urban Logistics—A Systematic Literature Review," Sustainability, MDPI, vol. 14(9), pages 1-14, May.
  29. Vijoleta Vrhovac & Dušanka Dakić & Stevan Milisavljević & Đorđe Ćelić & Darko Stefanović & Marina Janković, 2024. "The Factors Influencing User Satisfaction in Last-Mile Delivery: The Structural Equation Modeling Approach," Mathematics, MDPI, vol. 12(12), pages 1-29, June.
  30. Meng, Shanshan & Guo, Xiuping & Li, Dong & Liu, Guoquan, 2023. "The multi-visit drone routing problem for pickup and delivery services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 169(C).
  31. Senna, Fernando & Coelho, Leandro C. & Morabito, Reinaldo & Munari, Pedro, 2024. "An exact method for a last-mile delivery routing problem with multiple deliverymen," European Journal of Operational Research, Elsevier, vol. 317(2), pages 550-562.
  32. Reed, Sara & Campbell, Ann Melissa & Thomas, Barrett W., 2024. "Does parking matter? The impact of parking time on last-mile delivery optimization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 181(C).
  33. Tássia Faria de Assis & Victor Hugo Souza de Abreu & Mariane Gonzalez da Costa & Marcio de Almeida D’Agosto, 2022. "Methodology for Prioritizing Best Practices Applied to the Sustainable Last Mile—The Case of a Brazilian Parcel Delivery Service Company," Sustainability, MDPI, vol. 14(7), pages 1-24, March.
  34. Madani, Batool & Ndiaye, Malick & Salhi, Said, 2024. "Hybrid truck-drone delivery system with multi-visits and multi-launch and retrieval locations: Mathematical model and adaptive variable neighborhood search with neighborhood categorization," European Journal of Operational Research, Elsevier, vol. 316(1), pages 100-125.
  35. Zang, Xiaoning & Jiang, Li & Liang, Changyong & Fang, Xiang, 2023. "Coordinated home and locker deliveries: An exact approach for the urban delivery problem with conflicting time windows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).
  36. Wang, Haibo & Alidaee, Bahram, 2023. "White-glove service delivery: A quantitative analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
  37. Perez, Daniel & Zou, Bo & Farazi, Nahid Parvez, 2025. "Package delivery by electric vertical takeoff and landing aircraft? An attractiveness assessment," Journal of Air Transport Management, Elsevier, vol. 124(C).
  38. Dariusz Masłowski & Ewa Kulińska & Gennadij Komada, 2022. "Impact of Alternative Forms of Transport on Urban Freight Congestion," Sustainability, MDPI, vol. 14(17), pages 1-21, September.
  39. Delle Donne, Diego & Santini, Alberto & Archetti, Claudia, 2025. "Integrating public transport in sustainable last-mile delivery: Column generation approaches," European Journal of Operational Research, Elsevier, vol. 324(1), pages 75-91.
  40. Rafael Campos & Leandro C. Coelho & Pedro Munari, 2025. "New formulations for the robust vehicle routing problem with time windows under demand and travel time uncertainty," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 47(2), pages 411-453, June.
  41. Jean-François Cordeau & Manuel Iori & Dario Vezzali, 2024. "An updated survey of attended home delivery and service problems with a focus on applications," Annals of Operations Research, Springer, vol. 343(2), pages 885-922, December.
  42. Rave, Alexander & Fontaine, Pirmin & Kuhn, Heinrich, 2023. "Drone location and vehicle fleet planning with trucks and aerial drones," European Journal of Operational Research, Elsevier, vol. 308(1), pages 113-130.
  43. Rave, Alexander & Fontaine, Pirmin, 2025. "The location routing problem with time windows and load-dependent travel times for cargo bikes," European Journal of Operational Research, Elsevier, vol. 323(1), pages 97-107.
  44. Liu, Dan & Kaisar, Evangelos I. & Yang, Yang & Yan, Pengyu, 2022. "Physical Internet-enabled E-grocery delivery Network:A load-dependent two-echelon vehicle routing problem with mixed vehicles," International Journal of Production Economics, Elsevier, vol. 254(C).
  45. Muriel, Juan E. & Zhang, Lele & Fransoo, Jan C. & Villegas, Juan G., 2024. "A reinforcement learning framework for improving parking decisions in last-mile delivery," Other publications TiSEM b3811dad-50fa-486b-8255-3, Tilburg University, School of Economics and Management.
  46. Mandal, Minakshi Punam & Santini, Alberto & Archetti, Claudia, 2025. "Tactical workforce sizing and scheduling decisions for last-mile delivery," European Journal of Operational Research, Elsevier, vol. 323(1), pages 153-169.
  47. Peppel, Marcel & Ringbeck, Jürgen & Spinler, Stefan, 2022. "How will last-mile delivery be shaped in 2040? A Delphi-based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
  48. Belma Turan & Vera Hemmelmayr & Allan Larsen & Jakob Puchinger, 2024. "Transition towards sustainable mobility: the role of transport optimization," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 32(2), pages 435-456, June.
  49. Philine Schiewe & Moritz Stinzendörfer, 2024. "Optimizing combined tours: The truck-and-cargo-bike case," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 46(2), pages 545-587, June.
  50. Klein, Vienna & Steinhardt, Claudius, 2023. "Dynamic demand management and online tour planning for same-day delivery," European Journal of Operational Research, Elsevier, vol. 307(2), pages 860-886.
  51. Kotzab, Herbert & Yumurtacı Hüseyinoğlu, Işık Özge & Şen, Irmak & Mena, Carlos, 2024. "Exploring home delivery service attributes: Sustainability versus delivery expectations during the COVID-19 pandemic," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
  52. Fleckenstein, David & Klein, Robert & Steinhardt, Claudius, 2023. "Recent advances in integrating demand management and vehicle routing: A methodological review," European Journal of Operational Research, Elsevier, vol. 306(2), pages 499-518.
  53. Alexander Rave, 2025. "Two-indexed formulation of the traveling salesman problem with multiple drones performing sidekicks and loops," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 47(1), pages 67-104, March.
  54. Bayliss, Christopher & Bektaş, Tolga & Tjon-Soei-Len, Vernon & Rohner, Remo, 2023. "Designing a multi-modal and variable-echelon delivery system for last-mile logistics," European Journal of Operational Research, Elsevier, vol. 307(2), pages 645-662.
  55. Meyer, Anne & Gschwind, Timo & Amberg, Boris & Colling, Dominik, 2025. "Exact algorithms for routing electric autonomous mobile robots in intralogistics," European Journal of Operational Research, Elsevier, vol. 323(3), pages 830-851.
  56. Su, E. & Qin, Hu & Li, Jiliu & Pan, Kai, 2023. "An exact algorithm for the pickup and delivery problem with crowdsourced bids and transshipment," Transportation Research Part B: Methodological, Elsevier, vol. 177(C).
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