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An efficient auction mechanism for regional logistics synchronization

Author

Listed:
  • Xianghua Chu

    (Shenzhen University)

  • Su Xiu Xu

    (Jinan University, Zhuhai Campus)

  • Fulin Cai

    (Shenzhen University)

  • Jiansheng Chen

    (Shenzhen University)

  • Quande Qin

    (Shenzhen University)

Abstract

This paper is the first attempt to propose an efficient auction mechanism for the regional logistics synchronization (RLS) problem, which aims to capture both logistics punctuality and simultaneity in a regional logistics network. The main motivation of RLS is motivated by our industrial collaborator, i.e. a third-party logistics (3PL) company, that if the delay has already occurred or will occur, the customers tend to pursue the simultaneity. We develop the one-sided Vickrey–Clarke–Groves (O-VCG) auction to realize incentive compatibility (on the buy side), budget balance, and individual rationality. The vehicle routing problem faced by the 3PL company is formulated as the lane covering problem with RLS requirements. Given the complexity of the proposed model, three canonical swarm intelligence meta-heuristics are employed to address the auction-based RLS problem. Besides, a superior tracking artificial bee colony with novel information learning mechanism is further developed to explore better solutions. Comparison results reveal the effectiveness of the proposed optimizers in terms of realized social welfare. Experimental results show that the O-VCG auction can achieve high synchronization level, approximately allocative efficiency and (ex post) budget balance.

Suggested Citation

  • Xianghua Chu & Su Xiu Xu & Fulin Cai & Jiansheng Chen & Quande Qin, 2019. "An efficient auction mechanism for regional logistics synchronization," Journal of Intelligent Manufacturing, Springer, vol. 30(7), pages 2715-2731, October.
    • Handle: RePEc:spr:joinma:v:30:y:2019:i:7:d:10.1007_s10845-018-1410-2
    DOI: 10.1007/s10845-018-1410-2
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    References listed on IDEAS

    as
    1. Su Xiu Xu & George Q. Huang, 2015. "Auction-based transportation procurement in make-to-order systems," IISE Transactions, Taylor & Francis Journals, vol. 47(11), pages 1236-1251, November.
    2. Vidal, Thibaut & Crainic, Teodor Gabriel & Gendreau, Michel & Prins, Christian, 2013. "Heuristics for multi-attribute vehicle routing problems: A survey and synthesis," European Journal of Operational Research, Elsevier, vol. 231(1), pages 1-21.
    3. Jian Chen & George Q. Huang & Hao Luo & Junqiang Wang, 2015. "Synchronisation of production scheduling and shipment in an assembly flowshop," International Journal of Production Research, Taylor & Francis Journals, vol. 53(9), pages 2787-2802, May.
    4. Xu, Su Xiu & Huang, George Q., 2014. "Efficient auctions for distributed transportation procurement," Transportation Research Part B: Methodological, Elsevier, vol. 65(C), pages 47-64.
    5. Pureza, Vitória & Morabito, Reinaldo & Reimann, Marc, 2012. "Vehicle routing with multiple deliverymen: Modeling and heuristic approaches for the VRPTW," European Journal of Operational Research, Elsevier, vol. 218(3), pages 636-647.
    6. Su Xiu Xu & George Q. Huang, 2017. "Efficient Multi‐Attribute Multi‐Unit Auctions for B2B E‐Commerce Logistics," Production and Operations Management, Production and Operations Management Society, vol. 26(2), pages 292-304, February.
    7. Edward Clarke, 1971. "Multipart pricing of public goods," Public Choice, Springer, vol. 11(1), pages 17-33, September.
    8. Richard Li-Yang Chen & Shervin AhmadBeygi & Amy Cohn & Damian R. Beil & Amitabh Sinha, 2009. "Solving Truckload Procurement Auctions Over an Exponential Number of Bundles," Transportation Science, INFORMS, vol. 43(4), pages 493-510, November.
    9. Michael Drexl, 2012. "Synchronization in Vehicle Routing---A Survey of VRPs with Multiple Synchronization Constraints," Transportation Science, INFORMS, vol. 46(3), pages 297-316, August.
    10. Yamada, Tadashi & Febri, Zukhruf, 2015. "Freight transport network design using particle swarm optimisation in supply chain–transport supernetwork equilibrium," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 75(C), pages 164-187.
    11. Song, Jiongjiong & Regan, Amelia, 2005. "Approximation algorithms for the bid construction problem in combinatorial auctions for the procurement of freight transportation contracts," Transportation Research Part B: Methodological, Elsevier, vol. 39(10), pages 914-933, December.
    12. Darat Dechampai & Ladda Tanwanichkul & Kanchana Sethanan & Rapeepan Pitakaso, 2017. "A differential evolution algorithm for the capacitated VRP with flexibility of mixing pickup and delivery services and the maximum duration of a route in poultry industry," Journal of Intelligent Manufacturing, Springer, vol. 28(6), pages 1357-1376, August.
    13. Leung, Stephen C.H. & Zhang, Zhenzhen & Zhang, Defu & Hua, Xian & Lim, Ming K., 2013. "A meta-heuristic algorithm for heterogeneous fleet vehicle routing problems with two-dimensional loading constraints," European Journal of Operational Research, Elsevier, vol. 225(2), pages 199-210.
    14. Runliang Dou & Yubo Zhang & Guofang Nan, 2017. "Iterative product design through group opinion evolution," International Journal of Production Research, Taylor & Francis Journals, vol. 55(13), pages 3886-3905, July.
    15. Yufu Ning & Taoyong Su, 2017. "A multilevel approach for modelling vehicle routing problem with uncertain travelling time," Journal of Intelligent Manufacturing, Springer, vol. 28(3), pages 683-688, March.
    16. William Vickrey, 1961. "Counterspeculation, Auctions, And Competitive Sealed Tenders," Journal of Finance, American Finance Association, vol. 16(1), pages 8-37, March.
    17. Miguel Andres Figliozzi & Hani S. Mahmassani & Patrick Jaillet, 2007. "Pricing in Dynamic Vehicle Routing Problems," Transportation Science, INFORMS, vol. 41(3), pages 302-318, August.
    18. Ozlem Ergun & Gultekin Kuyzu & Martin Savelsbergh, 2007. "Reducing Truckload Transportation Costs Through Collaboration," Transportation Science, INFORMS, vol. 41(2), pages 206-221, May.
    19. Groves, Theodore, 1973. "Incentives in Teams," Econometrica, Econometric Society, vol. 41(4), pages 617-631, July.
    20. Wellman, Michael P. & Walsh, William E. & Wurman, Peter R. & MacKie-Mason, Jeffrey K., 2001. "Auction Protocols for Decentralized Scheduling," Games and Economic Behavior, Elsevier, vol. 35(1-2), pages 271-303, April.
    Full references (including those not matched with items on IDEAS)

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