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An auction-enabled collaborative routing mechanism for omnichannel on-demand logistics through transshipment

Author

Listed:
  • Guo, Chaojie
  • Thompson, Russell G.
  • Foliente, Greg
  • Kong, Xiang T.R.

Abstract

Nowadays’ on-demand logistics operations are carried out on separate delivery networks from competitive contractors, with redundant resources and high costs. This article proposes a new paradigm to deal with industrial and societal challenges, developing an auction-enabled collaborative routing mechanism for omnichannel on-demand logistics in a real-time transshipment network. We consider an online service platform for real-time management of on-demand pickup and delivery tasks, where multiple freight shippers can trade with multiple freight carriers. Freight shippers are retailers or individual customers, while freight carriers are a group of logistics service providers. The platform acts as the auctioneer. A two-stage combinational auction mechanism is designed for dynamic on-demand task (re)allocation. Tactical-level auctioning and operational-level routing decisions are optimized together. The transshipment-based task generation method is used to identify uneconomic paths from carrier’s real-time network for outsourcing. A transshipment-based routing algorithm is developed to enable each carrier to make decentralized decisions for network reconstruction and transportation bidding. Our model aims to improve the overall social welfare while bringing benefits to stakeholders involved. The computational results have shown positive society impacts. Specifically, shippers’ payments can be saved while carriers’ profits are increased compared with other operative models which have been investigated in previous research studies or industry. In addition, a substantial reduction in CO2 emissions and vehicles required can be achieved. The main reason for the improvement in social welfare is due to the optimal network achieved through collaboration. We also numerically analyze the impacts of three key factors: growth in demand density, urgency of tasks and flexible auction interval.

Suggested Citation

  • Guo, Chaojie & Thompson, Russell G. & Foliente, Greg & Kong, Xiang T.R., 2021. "An auction-enabled collaborative routing mechanism for omnichannel on-demand logistics through transshipment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
    • Handle: RePEc:eee:transe:v:146:y:2021:i:c:s1366554520308486
    DOI: 10.1016/j.tre.2020.102206
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    as
    1. Lafkihi, Mariam & Pan, Shenle & Ballot, Eric, 2019. "Freight transportation service procurement: A literature review and future research opportunities in omnichannel E-commerce," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 348-365.
    2. Akeb, Hakim & Moncef, Btissam & Durand, Bruno, 2018. "Building a collaborative solution in dense urban city settings to enhance parcel delivery: An effective crowd model in Paris," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 119(C), pages 223-233.
    3. Yael Deutsch & Boaz Golany, 2018. "A parcel locker network as a solution to the logistics last mile problem," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 251-261, January.
    4. Audrey Hu & Steven A. Matthews & Liang Zou, 2009. "Risk Aversion and Optimal Reserve Prices in First and Second-Price Auctions, Second Version," PIER Working Paper Archive 10-001, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 03 Jan 2010.
    5. Rouhani, Omid M. & Geddes, R. Richard & Gao, H. Oliver & Bel, Germà, 2016. "Social welfare analysis of investment public–private partnership approaches for transportation projects," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 86-103.
    6. Paul Karaenke & Martin Bichler & Stefan Minner, 2019. "Coordination Is Hard: Electronic Auction Mechanisms for Increased Efficiency in Transportation Logistics," Management Science, INFORMS, vol. 65(12), pages 5884-5900, December.
    7. Yves Sallez & Shenle Pan & Benoit Montreuil & Thierry Berger & Eric Ballot, 2016. "On the activeness of intelligent Physical Internet containers," Post-Print hal-01491403, HAL.
    8. Su Xiu Xu & George Q. Huang & Meng Cheng, 2017. "Truthful, Budget-Balanced Bundle Double Auctions for Carrier Collaboration," Transportation Science, INFORMS, vol. 51(4), pages 1365-1386, November.
    9. Chao Chen & Shenle Pan & Zhu Wang & Ray Y. Zhong, 2017. "Using taxis to collect citywide E-commerce reverse flows: a crowdsourcing solution," International Journal of Production Research, Taylor & Francis Journals, vol. 55(7), pages 1833-1844, April.
    10. Sam Thangiah & Adel Fergany & Salman Awan, 2007. "Real-time split-delivery pickup and delivery time window problems with transfers," 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. 15(4), pages 329-349, November.
    11. Lyu, Xiaohui & Chen, Haoxun & Wang, Nengmin & Yang, Zhen, 2019. "A multi-round exchange mechanism for carrier collaboration in less than truckload transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 38-59.
    12. Chao Chen & Shenle Pan & Zhu Wang & Ray Y. Zhong, 2017. "Using taxis to collect citywide E-commerce reverse flows: a crowdsourcing solution," Post-Print hal-01300487, HAL.
    13. Mitrovic-Minic, Snezana & Laporte, Gilbert, 2004. "Waiting strategies for the dynamic pickup and delivery problem with time windows," Transportation Research Part B: Methodological, Elsevier, vol. 38(7), pages 635-655, August.
    14. Bin Qiao & Shenle Pan & Eric Ballot, 2019. "Dynamic pricing model for less-than-truckload carriers in the Physical Internet," Post-Print hal-01414135, HAL.
    15. Cleophas, Catherine & Cottrill, Caitlin & Ehmke, Jan Fabian & Tierney, Kevin, 2019. "Collaborative urban transportation: Recent advances in theory and practice," European Journal of Operational Research, Elsevier, vol. 273(3), pages 801-816.
    16. Mariam Lafkihi & Shenle Pan & Eric Ballot, 2019. "Freight transportation service procurement: A literature review and future research opportunities in omnichannel E-commerce," Post-Print hal-02086154, HAL.
    17. Park, Hyeongjun & Park, Dongjoo & Jeong, In-Jae, 2016. "An effects analysis of logistics collaboration in last-mile networks for CEP delivery services," Transport Policy, Elsevier, vol. 50(C), pages 115-125.
    18. Sven de Vries & Rakesh V. Vohra, 2003. "Combinatorial Auctions: A Survey," INFORMS Journal on Computing, INFORMS, vol. 15(3), pages 284-309, August.
    19. Imen Ben Mohamed & Walid Klibi & Olivier Labarthe & Jean-Christophe Deschamps & Mohamed Zied Babai, 2017. "Modelling and solution approaches for the interconnected city logistics," International Journal of Production Research, Taylor & Francis Journals, vol. 55(9), pages 2664-2684, May.
    20. Bin Qiao & Shenle Pan & Eric Ballot, 2019. "Dynamic pricing model for less-than-truckload carriers in the Physical Internet," Journal of Intelligent Manufacturing, Springer, vol. 30(7), pages 2631-2643, October.
    21. Mehmann, Jens & Frehe, Volker & Teuteberg, Frank, 2015. "Crowd Logistics − A Literature Review and Maturity Model," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Kersten, Wolfgang & Blecker, Thorsten & Ringle, Christian M. (ed.), Innovations and Strategies for Logistics and Supply Chains: Technologies, Business Models and Risk Management. Proceedings of the Hamburg Internationa, volume 20, pages 117-145, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
    22. Mariam Lafkihi & Shenle Pan & Eric Ballot, 2020. "Rule-based incentive mechanism design for a decentralised collaborative transport network," Post-Print hal-02378284, HAL.
    23. Berbeglia, Gerardo & Cordeau, Jean-François & Laporte, Gilbert, 2010. "Dynamic pickup and delivery problems," European Journal of Operational Research, Elsevier, vol. 202(1), pages 8-15, April.
    24. Bruno Durand & Hakim Akeb & Btissam Moncef, 2018. "Building a collaborative solution in dense urban city settings to enhance parcel delivery: An effective crowd model in Paris [L'élaboration d'une solution collaborative de livraisons urbaines en vu," Post-Print hal-01781155, HAL.
    25. van Duin, J.H.R. & Tavasszy, L.A. & Taniguchi, E., 2007. "Real time simulation of auctioning and re-scheduling processes in hybrid freight markets," Transportation Research Part B: Methodological, Elsevier, vol. 41(9), pages 1050-1066, November.
    26. Bergmann, Felix M. & Wagner, Stephan M. & Winkenbach, Matthias, 2020. "Integrating first-mile pickup and last-mile delivery on shared vehicle routes for efficient urban e-commerce distribution," Transportation Research Part B: Methodological, Elsevier, vol. 131(C), pages 26-62.
    27. Sun, Jiasen & Li, Guo & Xu, Su Xiu & Dai, Wei, 2019. "Intermodal transportation service procurement with transaction costs under belt and road initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 127(C), pages 31-48.
    28. Roberto Baldacci & Sandra Ulrich Ngueveu & Roberto Wolfler Calvo, 2017. "The Vehicle Routing Problem with Transhipment Facilities," Transportation Science, INFORMS, vol. 51(2), pages 592-606, May.
    29. Margaretha Gansterer & Richard F. Hartl, 2016. "Request evaluation strategies for carriers in auction-based collaborations," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 38(1), pages 3-23, January.
    30. Gansterer, Margaretha & Hartl, Richard F., 2018. "Collaborative vehicle routing: A survey," European Journal of Operational Research, Elsevier, vol. 268(1), pages 1-12.
    31. Giusti, Riccardo & Manerba, Daniele & Bruno, Giorgio & Tadei, Roberto, 2019. "Synchromodal logistics: An overview of critical success factors, enabling technologies, and open research issues," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 92-110.
    32. Mes, Martijn & van der Heijden, Matthieu & van Harten, Aart, 2007. "Comparison of agent-based scheduling to look-ahead heuristics for real-time transportation problems," European Journal of Operational Research, Elsevier, vol. 181(1), pages 59-75, August.
    33. Hu, Audrey & Matthews, Steven A. & Zou, Liang, 2010. "Risk aversion and optimal reserve prices in first- and second-price auctions," Journal of Economic Theory, Elsevier, vol. 145(3), pages 1188-1202, May.
    34. Berger, Susanne & Bierwirth, Christian, 2010. "Solutions to the request reassignment problem in collaborative carrier networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(5), pages 627-638, September.
    35. Martijn Mes & Matthieu Heijden & Peter Schuur, 2013. "Interaction between intelligent agent strategies for real-time transportation planning," 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. 21(2), pages 337-358, March.
    36. Liang, Renchao & Wang, Junwei & Huang, Min & Jiang, Zhong-Zhong, 2020. "Truthful auctions for e-market logistics services procurement with quantity discounts," Transportation Research Part B: Methodological, Elsevier, vol. 133(C), pages 165-180.
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    2. Xiao, Fei & Wang, Haijun & Guo, Shuojia & Guan, Xu & Liu, Baoshan, 2021. "Efficient and truthful multi-attribute auctions for crowdsourced delivery," International Journal of Production Economics, Elsevier, vol. 240(C).
    3. Cavagnini, Rossana & Bertazzi, Luca & Maggioni, Francesca, 2022. "A rolling horizon approach for a multi-stage stochastic fixed-charge transportation problem with transshipment," European Journal of Operational Research, Elsevier, vol. 301(3), pages 912-922.
    4. Cheng, Lihong & Guo, Xiaolong & Li, Xiaoxiao & Yu, Yugang, 2022. "Data-driven ordering and transshipment decisions for online retailers and logistics service providers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 161(C).

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