IDEAS home Printed from https://ideas.repec.org/a/eee/ecotra/v16y2018icp21-28.html
   My bibliography  Save this article

A game theory model for freight service provision security investments for high-value cargo

Author

Listed:
  • Nagurney, Anna
  • Shukla, Shivani
  • Nagurney, Ladimer S.
  • Saberi, Sara

Abstract

In this paper, we develop a game theory model in which freight service providers seek to maximize their expected utility by competing for business from shippers and also investing in security. The focus is on high-value cargo, which has been the target of attacks globally. Shippers reflect their preferences for freight service providers through the prices they are willing to pay which depend on quantities shipped and security levels invested in. The Nash Equilibrium is formulated as a variational inequality problem for which existence is guaranteed. Numerical examples illustrate the framework and give essential freight security investment policy related information.

Suggested Citation

  • Nagurney, Anna & Shukla, Shivani & Nagurney, Ladimer S. & Saberi, Sara, 2018. "A game theory model for freight service provision security investments for high-value cargo," Economics of Transportation, Elsevier, vol. 16(C), pages 21-28.
  • Handle: RePEc:eee:ecotra:v:16:y:2018:i:c:p:21-28
    DOI: 10.1016/j.ecotra.2018.09.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212012217300667
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecotra.2018.09.002?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. Dung-Ying Lin & Chien-Chih Huang & ManWo Ng, 2017. "The coopetition game in international liner shipping," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(4), pages 474-495, May.
    2. Nagurney, Anna & Saberi, Sara & Shukla, Shivani & Floden, Jonas, 2015. "Supply chain network competition in price and quality with multiple manufacturers and freight service providers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 77(C), pages 248-267.
    3. Geoffrey Heal & Howard Kunreuther, 2005. "IDS Models of Airline Security," Journal of Conflict Resolution, Peace Science Society (International), vol. 49(2), pages 201-217, April.
    4. Anna Nagurney & Patrizia Daniele & Shivani Shukla, 2017. "A supply chain network game theory model of cybersecurity investments with nonlinear budget constraints," Annals of Operations Research, Springer, vol. 248(1), pages 405-427, January.
    5. Florian, Michael & Los, Marc, 1982. "A new look at static spatial price equilibrium models," Regional Science and Urban Economics, Elsevier, vol. 12(4), pages 579-597, November.
    6. W. J. Hurley & E. R. Petersen, 1994. "Nonlinear Tariffs and Freight Network Equilibrium," Transportation Science, INFORMS, vol. 28(3), pages 236-245, August.
    7. Saberi, Sara & Cruz, Jose M. & Sarkis, Joseph & Nagurney, Anna, 2018. "A competitive multiperiod supply chain network model with freight carriers and green technology investment option," European Journal of Operational Research, Elsevier, vol. 266(3), pages 934-949.
    8. Niyazi Bakır, 2011. "A Stackelberg game model for resource allocation in cargo container security," Annals of Operations Research, Springer, vol. 187(1), pages 5-22, July.
    9. Forkenbrock, David J., 1999. "External costs of intercity truck freight transportation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 33(7-8), pages 505-526.
    10. Dung-Ying Lin & Kuan-Ling Huang, 2017. "An equilibrium-based network model for international container flows," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(8), pages 1034-1055, November.
    11. Hyangsook Lee & Maria Boile & Sotirios Theofanis, 2014. "Modeling Carrier Interactions in an International Freight Transport System," International Journal of Information Systems and Supply Chain Management (IJISSCM), IGI Global, vol. 7(1), pages 15-39, January.
    12. Kunreuther, Howard & Heal, Geoffrey, 2003. "Interdependent Security," Journal of Risk and Uncertainty, Springer, vol. 26(2-3), pages 231-249, March-May.
    13. Harker, Patrick T. & Friesz, Terry L., 1986. "Prediction of intercity freight flows, I: Theory," Transportation Research Part B: Methodological, Elsevier, vol. 20(2), pages 139-153, April.
    14. Dafermos, Stella & Nagurney, Anna, 1987. "Oligopolistic and competitive behavior of spatially separated markets," Regional Science and Urban Economics, Elsevier, vol. 17(2), pages 245-254.
    15. Harker, Patrick T. & Friesz, Terry L., 1986. "Prediction of intercity freight flows, II: Mathematical formulations," Transportation Research Part B: Methodological, Elsevier, vol. 20(2), pages 155-174, April.
    16. Lawrence M. Wein & Alex H. Wilkins & Manas Baveja & Stephen E. Flynn, 2006. "Preventing the Importation of Illicit Nuclear Materials in Shipping Containers," Risk Analysis, John Wiley & Sons, vol. 26(5), pages 1377-1393, October.
    17. Daniel Ekwall, 2012. "Supply Chain Security - Threats and Solutions," Chapters, in: Nerija Banaitiene (ed.), Risk Management - Current Issues and Challenges, IntechOpen.
    18. Anna Nagurney, 2006. "Supply Chain Network Economics," Books, Edward Elgar Publishing, number 4242, December.
    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. Daniel Ekwall & Björn Lantz, 2022. "Seasonality of incident types in transport crime – Analysis of TAPA statistics," Journal of Transportation Security, Springer, vol. 15(3), pages 193-222, December.
    2. Marina Kouta & Yorgos Stephanedes, 2023. "Disaggregate Modelling for Estimating Location Choice of Safe and Secure Truck Parking Areas: A Case Study," Sustainability, MDPI, vol. 15(20), pages 1-20, October.
    3. Jiaguo Liu & Huida Zhao & Yibing Lyu & Xiaohang Yue, 2023. "The provision strategy of blockchain service under the supply chain with downstream competition," Annals of Operations Research, Springer, vol. 327(1), pages 375-400, August.

    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. Li, Xinyan & Xie, Chi & Bao, Zhaoyao, 2022. "A multimodal multicommodity network equilibrium model with service capacity and bottleneck congestion for China-Europe containerized freight flows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    2. Yu, Min & Cruz, Jose M. & Li, Dong Michelle, 2019. "The sustainable supply chain network competition with environmental tax policies," International Journal of Production Economics, Elsevier, vol. 217(C), pages 218-231.
    3. Shibasaki, Ryuichi & Ieda, Hitoshi & Watanabe, Tomihiro, 2005. "An International Container Shipping Model in East Asia and its Transferability," Research in Transportation Economics, Elsevier, vol. 13(1), pages 299-336, January.
    4. Zhao, Miyuan & Chow, Joseph Y.J. & Ritchie, Stephen G., 2015. "An inventory-based simulation model for annual-to-daily temporal freight assignment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 79(C), pages 83-101.
    5. Friesz, Terry L. & Suo, Zhong-Gui & Bernstein, David H., 1998. "A dynamic disequilibrium interregional commodity flow model," Transportation Research Part B: Methodological, Elsevier, vol. 32(7), pages 467-483, September.
    6. Nagurney, Anna & Saberi, Sara & Shukla, Shivani & Floden, Jonas, 2015. "Supply chain network competition in price and quality with multiple manufacturers and freight service providers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 77(C), pages 248-267.
    7. Geoffrey Heal & Howard Kunreuther, 2010. "Environment and Energy: Catastrophic Liabilities from Nuclear Power Plants," NBER Chapters, in: Measuring and Managing Federal Financial Risk, pages 235-257, National Bureau of Economic Research, Inc.
    8. Jones, Dean A. & Farkas, Julie L. & Bernstein, Orr & Davis, Chad E. & Turk, Adam & Turnquist, Mark A. & Nozick, Linda K. & Levine, Brian & Rawls, Carmen G. & Ostrowski, Scott D. & Sawaya, William, 2011. "U.S. import/export container flow modeling and disruption analysis," Research in Transportation Economics, Elsevier, vol. 32(1), pages 3-14.
    9. Anna Nagurney & Mojtaba Salarpour & June Dong & Ladimer S. Nagurney, 2020. "A Stochastic Disaster Relief Game Theory Network Model," SN Operations Research Forum, Springer, vol. 1(2), pages 1-33, June.
    10. Geoffrey Heal & Howard Kunreuther, 2007. "Modeling Interdependent Risks," Risk Analysis, John Wiley & Sons, vol. 27(3), pages 621-634, June.
    11. Chan, Chi Kin & Zhou, Yan & Wong, Kar Hung, 2019. "An equilibrium model of the supply chain network under multi-attribute behaviors analysis," European Journal of Operational Research, Elsevier, vol. 275(2), pages 514-535.
    12. Friesz, Terry L. & Rigdon, Matthew A. & Mookherjee, Reetabrata, 2006. "Differential variational inequalities and shipper dynamic oligopolistic network competition," Transportation Research Part B: Methodological, Elsevier, vol. 40(6), pages 480-503, July.
    13. Anna Nagurney & Deniz Besik & Ladimer S. Nagurney, 2019. "Global supply chain networks and tariff rate quotas: equilibrium analysis with application to agricultural products," Journal of Global Optimization, Springer, vol. 75(2), pages 439-460, October.
    14. Bakker, Craig & Webster, Jennifer B. & Nowak, Kathleen E. & Chatterjee, Samrat & Perkins, Casey J. & Brigantic, Robert, 2020. "Multi-Game Modeling for Counter-Smuggling," Reliability Engineering and System Safety, Elsevier, vol. 200(C).
    15. Geoffrey Heal & Howard Kunreuther, 2006. "Supermodularity and Tipping," NBER Working Papers 12281, National Bureau of Economic Research, Inc.
    16. Boile, Maria & Theofanis, Sotirios & Spasovic, Lazar, 2006. "The Role Of Various Players In The Port Industry – Theory And Practice," 47th Annual Transportation Research Forum, New York, New York, March 23-25, 2006 208028, Transportation Research Forum.
    17. Geoffrey Heal & Howard Kunreuther, 2010. "Social Reinforcement: Cascades, Entrapment, and Tipping," American Economic Journal: Microeconomics, American Economic Association, vol. 2(1), pages 86-99, February.
    18. Yan, Xihong & Ren, Xiaorong & Nie, Xiaofeng, 2022. "A budget allocation model for domestic airport network protection," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
    19. Nicanor García Álvarez & Belarmino Adenso-Díaz & Laura Calzada-Infante, 2021. "Maritime Traffic as a Complex Network: a Systematic Review," Networks and Spatial Economics, Springer, vol. 21(2), pages 387-417, June.
    20. Stranlund, John K. & Field, Barry C., 2006. "On the Production of Homeland Security Under True Uncertainty," Working Paper Series 14505, University of Massachusetts, Amherst, Department of Resource Economics.

    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:ecotra:v:16:y:2018:i:c:p:21-28. 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/locate/ecotra .

    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.