IDEAS home Printed from https://ideas.repec.org/a/eee/jomega/v83y2019icp249-260.html
   My bibliography  Save this article

An optimal efficient multi-attribute auction for transportation procurement with carriers having multi-unit supplies

Author

Listed:
  • Zhang, Juliang
  • Xiang, Jie
  • Cheng, T.C. Edwin
  • Hua, Guowei
  • Chen, Cheng

Abstract

This paper studies optimal efficient multi-attribute (price, delivery time, and service quality) transportation procurement auction design, given that the carriers have multi-unit supplies. A shipper wants to procure a certain amount of transportation service from a set of potential carriers that have private information on their own unit costs, transportation time, supply capacity, and service quality. We propose an auction to minimize the total cost incurred from procurement, delivery delay, and low service quality. We show that the auction is incentive-compatible, individually-rational, and allocative-efficient. Moreover, we discuss the optimality of the mechanism and show that it minimizes the shipper's expected cost among all the efficient mechanisms that are incentive-compatible and individually-rational. This study is the first that proposes an optimal and efficient multi-attribute multi-unit auction for transportation procurement in the setting where the carriers have multi-unit supplies and their capacity information is private.

Suggested Citation

  • Zhang, Juliang & Xiang, Jie & Cheng, T.C. Edwin & Hua, Guowei & Chen, Cheng, 2019. "An optimal efficient multi-attribute auction for transportation procurement with carriers having multi-unit supplies," Omega, Elsevier, vol. 83(C), pages 249-260.
    • Handle: RePEc:eee:jomega:v:83:y:2019:i:c:p:249-260
    DOI: 10.1016/j.omega.2018.06.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030504831731191X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.omega.2018.06.010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pham, Long & Teich, Jeffrey & Wallenius, Hannele & Wallenius, Jyrki, 2015. "Multi-attribute online reverse auctions: Recent research trends," European Journal of Operational Research, Elsevier, vol. 242(1), pages 1-9.
    2. Jain, Vipul & Panchal, Gajanan B. & Kumar, Sameer, 2014. "Universal supplier selection via multi-dimensional auction mechanisms for two-way competition in oligopoly market of supply chain," Omega, Elsevier, vol. 47(C), pages 127-137.
    3. Mansini, Renata & Savelsbergh, Martin W.P. & Tocchella, Barbara, 2012. "The supplier selection problem with quantity discounts and truckload shipping," Omega, Elsevier, vol. 40(4), pages 445-455.
    4. Gregory Lewis & Patrick Bajari, 2011. "Procurement Contracting With Time Incentives: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1173-1211.
    5. Ewerhart, Christian & Fieseler, Karsten, 2003. "Procurement Auctions and Unit-Price Contracts," RAND Journal of Economics, The RAND Corporation, vol. 34(3), pages 569-581, Autumn.
    6. Dimitris Kostamis & Damian R. Beil & Izak Duenyas, 2009. "Total-Cost Procurement Auctions: Impact of Suppliers' Cost Adjustments on Auction Format Choice," Management Science, INFORMS, vol. 55(12), pages 1985-1999, December.
    7. Lee, Chi-Guhn & Kwon, Roy H. & Ma, Zhong, 2007. "A carrier's optimal bid generation problem in combinatorial auctions for transportation procurement," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(2), pages 173-191, March.
    8. Andrew Lim & Brian Rodrigues & Zhou Xu, 2008. "Transportation Procurement with Seasonally Varying Shipper Demand and Volume Guarantees," Operations Research, INFORMS, vol. 56(3), pages 758-771, June.
    9. Yeon-Koo Che, 1993. "Design Competition through Multidimensional Auctions," RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 668-680, Winter.
    10. Aguezzoul, Aicha, 2014. "Third-party logistics selection problem: A literature review on criteria and methods," Omega, Elsevier, vol. 49(C), pages 69-78.
    11. Fernando Branco, 1997. "The Design of Multidimensional Auctions," RAND Journal of Economics, The RAND Corporation, vol. 28(1), pages 63-81, Spring.
    12. Laffont, Jean-Jacques & Tirole, Jean, 1987. "Auctioning Incentive Contracts," Journal of Political Economy, University of Chicago Press, vol. 95(5), pages 921-937, October.
    13. Huseyin Topaloglu, 2009. "Using Lagrangian Relaxation to Compute Capacity-Dependent Bid Prices in Network Revenue Management," Operations Research, INFORMS, vol. 57(3), pages 637-649, June.
    14. R. Preston McAfee & John McMillan, 1986. "Bidding for Contracts: A Principal-Agent Analysis," RAND Journal of Economics, The RAND Corporation, vol. 17(3), pages 326-338, Autumn.
    15. John Asker & Estelle Cantillon, 2008. "Properties of scoring auctions," RAND Journal of Economics, RAND Corporation, vol. 39(1), pages 69-85, March.
    16. Yossi Sheffi, 2004. "Combinatorial Auctions in the Procurement of Transportation Services," Interfaces, INFORMS, vol. 34(4), pages 245-252, August.
    17. R. Jothi Basu & Nachiappan Subramanian & Naoufel Cheikhrouhou, 2015. "Review of Full Truckload Transportation Service Procurement," Transport Reviews, Taylor & Francis Journals, vol. 35(5), pages 599-621, September.
    18. Jessop, Alan, 2014. "IMP: A decision aid for multiattribute evaluation using imprecise weight estimates," Omega, Elsevier, vol. 49(C), pages 18-29.
    19. Xu, Su Xiu & Huang, George Q., 2013. "Transportation service procurement in periodic sealed double auctions with stochastic demand and supply," Transportation Research Part B: Methodological, Elsevier, vol. 56(C), pages 136-160.
    20. Xu, Jiayan & Feng, Yinbo & He, Wen, 2017. "Procurement auctions with ex post cooperation between capacity constrained bidders," European Journal of Operational Research, Elsevier, vol. 260(3), pages 1164-1174.
    21. Xu, Su Xiu & Cheng, Meng & Huang, George Q., 2015. "Efficient intermodal transportation auctions for B2B e-commerce logistics with transaction costs," Transportation Research Part B: Methodological, Elsevier, vol. 80(C), pages 322-337.
    22. William Samuelson, 1986. "Bidding for Contracts," Management Science, INFORMS, vol. 32(12), pages 1533-1550, December.
    23. Aadhaar Chaturvedi & Victor Martínez-de-Albéniz, 2011. "Optimal Procurement Design in the Presence of Supply Risk," Manufacturing & Service Operations Management, INFORMS, vol. 13(2), pages 227-243, May.
    24. Jérémie Gallien & Lawrence M. Wein, 2005. "A Smart Market for Industrial Procurement with Capacity Constraints," Management Science, INFORMS, vol. 51(1), pages 76-91, January.
    25. Robert W. Day & S. Raghavan, 2009. "Matrix Bidding in Combinatorial Auctions," Operations Research, INFORMS, vol. 57(4), pages 916-933, August.
    26. Y Guo & A Lim & B Rodrigues & Y Zhu, 2006. "Carrier assignment models in transportation procurement," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(12), pages 1472-1481, December.
    27. Bertazzi, Luca & Bosco, Adamo & Laganà, Demetrio, 2015. "Managing stochastic demand in an Inventory Routing Problem with transportation procurement," Omega, Elsevier, vol. 56(C), pages 112-121.
    28. Hu, Qian & Zhang, Zhenzhen & Lim, Andrew, 2016. "Transportation service procurement problem with transit time," Transportation Research Part B: Methodological, Elsevier, vol. 86(C), pages 19-36.
    29. Wang, Hong, 2013. "Contingent payment auction mechanism in multidimensional procurement auctions," European Journal of Operational Research, Elsevier, vol. 224(2), pages 404-413.
    30. Ye, Qing Chuan & Zhang, Yingqian & Dekker, Rommert, 2017. "Fair task allocation in transportation," Omega, Elsevier, vol. 68(C), pages 1-16.
    31. Roger B. Myerson, 1981. "Optimal Auction Design," Mathematics of Operations Research, INFORMS, vol. 6(1), pages 58-73, February.
    32. 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.
    33. Huang, Min & Qian, Xiaohu & Fang, Shu-Cherng & Wang, Xingwei, 2016. "Winner determination for risk aversion buyers in multi-attribute reverse auction," Omega, Elsevier, vol. 59(PB), pages 184-200.
    34. Budde, Maximilian & Minner, Stefan, 2015. "Optimal capacity provision for service providers with subsequent auctioning of projects," International Journal of Production Economics, Elsevier, vol. 170(PB), pages 652-662.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Meng & Kong, Zhaojun, 2022. "A multi-attribute double auction and bargaining model for emergency material procurement," International Journal of Production Economics, Elsevier, vol. 254(C).
    2. Guo, Jiantao & Zhang, Juliang & Cheng, T.C.E. & Zhao, Shouting, 2022. "Truthful double auction mechanisms for online freight platforms with transaction costs," Transportation Research Part B: Methodological, Elsevier, vol. 158(C), pages 164-186.
    3. Zefeng Zhao & Haohao Cai & Huawei Ma & Shujie Zou & Chiawei Chu, 2023. "Optimal Multi-Attribute Auctions Based on Multi-Scale Loss Network," Mathematics, MDPI, vol. 11(14), pages 1-11, July.
    4. Xu, Su Xiu & Guo, Ren-Yong & Zhai, Yue & Feng, Jianghong & Ning, Yu, 2024. "Toward a positive compensation policy for rail transport via mechanism design: The case of China Railway Express," Transport Policy, Elsevier, vol. 146(C), pages 322-342.
    5. 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).
    6. Eirinakis, Pavlos & Mourtos, Ioannis & Zampou, Eleni, 2022. "Random Serial Dictatorship for horizontal collaboration in logistics," Omega, Elsevier, vol. 111(C).
    7. Fang Yang & Yao-Huei Huang, 2021. "An optimization approach for winner determination problem considering transportation cost discounts," Journal of Global Optimization, Springer, vol. 80(3), pages 711-728, July.
    8. Song, Zhuzhu & Tang, Wansheng & Zhao, Ruiqing, 2020. "A simple game theoretical analysis for incentivizing multi-modal transportation in freight supply chains," European Journal of Operational Research, Elsevier, vol. 283(1), pages 152-165.
    9. Jie Xiang & Juliang Zhang & T. C. E. Cheng & Jose Maria Sallan & Guowei Hua, 2019. "Efficient Multi-Attribute Auctions Considering Supply Disruption," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 36(03), pages 1-28, June.
    10. Lau, Hoong Chuin & Li, Baoxiang, 2021. "Solving the winner determination problem for online B2B transportation matching platforms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 150(C).
    11. Aijun Liu & Yaxuan Xiao & Zengxian Li & Ruiyao Wang, 2022. "An agent‐based multiattribute reverse auction approach for online secondhand commodities," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(1), pages 129-145, January.
    12. Yu, Hao & Huang, Min & Chao, Xiuli & Yue, Xiaohang, 2022. "Truthful multi-attribute multi-unit double auctions for B2B e-commerce logistics service transactions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yu, Hao & Huang, Min & Chao, Xiuli & Yue, Xiaohang, 2022. "Truthful multi-attribute multi-unit double auctions for B2B e-commerce logistics service transactions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    2. Guo, Jiantao & Zhang, Juliang & Cheng, T.C.E. & Zhao, Shouting, 2022. "Truthful double auction mechanisms for online freight platforms with transaction costs," Transportation Research Part B: Methodological, Elsevier, vol. 158(C), pages 164-186.
    3. 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.
    4. Xiaohu Qian & Min Huang & Qingyu Zhang & Mingqiang Yin & Xingwei Wang, 2018. "Mechanism design of incentive-based reverse auctions with loss-averse 3PLs under incomplete attributes," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-20, November.
    5. Peter Postl, 2013. "Efficiency versus optimality in procurement," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 53(2), pages 425-472, June.
    6. Riccardo Camboni Marchi Adani, 2018. "Procuring price and quality using scoring auctions: where do we stand?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(1), pages 17-36, March.
    7. Jie Xiang & Juliang Zhang & T. C. E. Cheng & Jose Maria Sallan & Guowei Hua, 2019. "Efficient Multi-Attribute Auctions Considering Supply Disruption," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 36(03), pages 1-28, June.
    8. Lorentziadis, Panos L., 2020. "Competitive bidding in asymmetric multidimensional public procurement," European Journal of Operational Research, Elsevier, vol. 282(1), pages 211-220.
    9. De Liu & Jianqing Chen & Andrew B. Whinston, 2010. "Ex Ante Information and the Design of Keyword Auctions," Information Systems Research, INFORMS, vol. 21(1), pages 133-153, March.
    10. Stoll, Sebastian & Zöttl, Gregor, 2012. "Information Disclosure in Dynamic Buyer-Determined Procurement Auctions: An Empirical Study," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62044, Verein für Socialpolitik / German Economic Association.
    11. Pham, Long & Teich, Jeffrey & Wallenius, Hannele & Wallenius, Jyrki, 2015. "Multi-attribute online reverse auctions: Recent research trends," European Journal of Operational Research, Elsevier, vol. 242(1), pages 1-9.
    12. Zhang, Li-Hao & Liu, Chunxiao & Zhang, Cheng & Wang, Shanshan, 2023. "Upstream encroachment and downstream outsourcing in competing shipping supply chains," International Journal of Production Economics, Elsevier, vol. 255(C).
    13. Jan Boone & Christoph Schottmüller, 2016. "Procurement with specialized firms," RAND Journal of Economics, RAND Corporation, vol. 47(3), pages 661-687, August.
    14. Wenzheng Gao & Daiqiang Zhang & Naibao Zhao, 2021. "Uncertainty In Procurement Contracting With Time Incentives," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(3), pages 1153-1197, August.
    15. Onderstal, Sander, 2009. "Bidding for the unemployed: An application of mechanism design to welfare-to-work programs," European Economic Review, Elsevier, vol. 53(6), pages 715-722, August.
    16. Miller, Nathan H., 2014. "Modeling the effects of mergers in procurement," International Journal of Industrial Organization, Elsevier, vol. 37(C), pages 201-208.
    17. Guido Tatone, 2018. "La reputazione negli appalti pubblici: uno strumento socialmente desiderabile per risolvere il problema dello scadimento qualitativo," ECONOMIA PUBBLICA, FrancoAngeli Editore, vol. 2018(1), pages 59-85.
    18. Fangruo Chen, 2007. "Auctioning Supply Contracts," Management Science, INFORMS, vol. 53(10), pages 1562-1576, October.
    19. Seung Han Yoo, 2017. "Optimal Design for an Informed Auctioneer," Discussion Paper Series 1702, Institute of Economic Research, Korea University.
    20. Takeshi Nishimura, 2012. "Optimal Design of Scoring Auction with Multidimensional Quality," Global COE Hi-Stat Discussion Paper Series gd12-238, Institute of Economic Research, Hitotsubashi University.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jomega:v:83:y:2019:i:c:p:249-260. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/375/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.