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A Sequential Stochastic Security System Design Problem for Aviation Security

Author

Listed:
  • Alexander G. Nikolaev

    (Department of Computer Science, University of Illinois, Urbana, Illinois 61801)

  • Sheldon H. Jacobson

    (Department of Computer Science, University of Illinois, Urbana, Illinois 61801)

  • Laura A. McLay

    (Department of Statistical Sciences and Operations Research, Virginia Commonwealth University, Richmond, Virginia 23284)

Abstract

Passenger screening is a critical component of aviation security systems. This paper introduces the sequential stochastic security design problem (SSSDP), which models passenger and carry-on baggage-screening operations in an aviation security system. SSSDP is formulated as a two-stage model, where in the first stage security devices are purchased subject to budget and space constraints, and in the second stage a policy determines how passengers that arrive at a security station are screened. Passengers are assumed to check in sequentially, with passenger risk levels determined by a prescreening system. The objective of SSSDP is to maximize the total security of all passenger-screening decisions over a fixed time period, given passenger risk levels and security device parameters. SSSDP is transformed into a deterministic integer program, and an optimal policy for screening passengers is obtained. Examples are provided to illustrate these results, using data extracted from the Official Airline Guide .

Suggested Citation

  • Alexander G. Nikolaev & Sheldon H. Jacobson & Laura A. McLay, 2007. "A Sequential Stochastic Security System Design Problem for Aviation Security," Transportation Science, INFORMS, vol. 41(2), pages 182-194, May.
    • Handle: RePEc:inm:ortrsc:v:41:y:2007:i:2:p:182-194
    DOI: 10.1287/trsc.1070.0198
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    References listed on IDEAS

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    1. Arnold Barnett & Mary K. Higgins, 1989. "Airline Safety: The Last Decade," Management Science, INFORMS, vol. 35(1), pages 1-21, January.
    2. Susan E. Martonosi & Arnold Barnett, 2006. "How Effective Is Security Screening of Airline Passengers?," Interfaces, INFORMS, vol. 36(6), pages 545-552, December.
    3. Cyrus Derman & Gerald J. Lieberman & Sheldon M. Ross, 1972. "A Sequential Stochastic Assignment Problem," Management Science, INFORMS, vol. 18(7), pages 349-355, March.
    4. Arnold Barnett & Robert Shumsky & Mark Hansen & Amedeo Odoni & Geoffrey Gosling, 2001. "Safe At Home? An Experiment in Domestic Airline Security," Operations Research, INFORMS, vol. 49(2), pages 181-195, April.
    5. John E. Kobza & Sheldon H. Jacobson, 1996. "Addressing the Dependency Problem in Access Security System Architecture Design," Risk Analysis, John Wiley & Sons, vol. 16(6), pages 801-812, December.
    6. Arnold Barnett, 2004. "CAPPS II: The Foundation of Aviation Security?," Risk Analysis, John Wiley & Sons, vol. 24(4), pages 909-916, August.
    7. Arnold Barnett & Michael Abraham & Victor Schimmel, 1979. "Airline Safety: Some Empirical Findings," Management Science, INFORMS, vol. 25(11), pages 1045-1056, November.
    8. Lazar Babu, Vellara L. & Batta, Rajan & Lin, Li, 2006. "Passenger grouping under constant threat probability in an airport security system," European Journal of Operational Research, Elsevier, vol. 168(2), pages 633-644, January.
    9. Sheldon H. Jacobson & Laura A. McLay & John E. Kobza & Jon M. Bowman, 2005. "Modeling and analyzing multiple station baggage screening security system performance," Naval Research Logistics (NRL), John Wiley & Sons, vol. 52(1), pages 30-45, February.
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    Citations

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    Cited by:

    1. Arash Khatibi & Golshid Baharian & Banafsheh Behzad & Sheldon Jacobson, 2015. "Extensions of the sequential stochastic assignment problem," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 82(3), pages 317-340, December.
    2. Golshid Baharian & Sheldon H. Jacobson, 2013. "Limiting behavior of the stochastic sequential assignment problem," Naval Research Logistics (NRL), John Wiley & Sons, vol. 60(4), pages 321-330, June.
    3. Adrian J. Lee & Sheldon H. Jacobson, 2012. "Addressing Passenger Risk Uncertainty for Aviation Security Screening," Transportation Science, INFORMS, vol. 46(2), pages 189-203, May.
    4. Nie, Xiaofeng & Parab, Gautam & Batta, Rajan & Lin, Li, 2012. "Simulation-based Selectee Lane queueing design for passenger checkpoint screening," European Journal of Operational Research, Elsevier, vol. 219(1), pages 146-155.
    5. Adrian Lee & Sheldon Jacobson, 2011. "Sequential stochastic assignment under uncertainty: estimation and convergence," Statistical Inference for Stochastic Processes, Springer, vol. 14(1), pages 21-46, February.
    6. Aniruddha Bagchi & Jomon Aliyas Paul, 2014. "Optimal Allocation of Resources in Airport Security: Profiling vs. Screening," Operations Research, INFORMS, vol. 62(2), pages 219-233, April.
    7. Laura A. McLay & Adrian J. Lee & Sheldon H. Jacobson, 2010. "Risk-Based Policies for Airport Security Checkpoint Screening," Transportation Science, INFORMS, vol. 44(3), pages 333-349, August.
    8. Lee, Adrian J. & Jacobson, Sheldon H., 2011. "The impact of aviation checkpoint queues on optimizing security screening effectiveness," Reliability Engineering and System Safety, Elsevier, vol. 96(8), pages 900-911.
    9. Lalita, T.R. & Manna, D.K. & Murthy, G.S.R., 2020. "Mathematical formulations for large scale check-in counter allocation problem," Journal of Air Transport Management, Elsevier, vol. 85(C).
    10. Xiaofeng Nie & Rajan Batta & Colin G. Drury & Li Lin, 2009. "The Impact of Joint Responses of Devices in an Airport Security System," Risk Analysis, John Wiley & Sons, vol. 29(2), pages 298-311, February.
    11. Alexander G. Nikolaev & Sheldon H. Jacobson, 2010. "Technical Note ---Stochastic Sequential Decision-Making with a Random Number of Jobs," Operations Research, INFORMS, vol. 58(4-part-1), pages 1023-1027, August.
    12. Song, Cen & Zhuang, Jun, 2017. "N-stage security screening strategies in the face of strategic applicants," Reliability Engineering and System Safety, Elsevier, vol. 165(C), pages 292-301.
    13. Huseyin Cavusoglu & Young Kwark & Bin Mai & Srinivasan Raghunathan, 2013. "Passenger Profiling and Screening for Aviation Security in the Presence of Strategic Attackers," Decision Analysis, INFORMS, vol. 10(1), pages 63-81, March.
    14. Sheldon M. Ross & Gideon Weiss & Zhengyu Zhang, 2021. "Technical Note—A Stochastic Assignment Problem with Unknown Eligibility Probabilities," Operations Research, INFORMS, vol. 69(1), pages 266-272, January.

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