Risk-Based Policies for Airport Security Checkpoint Screening

Passenger screening is an important component of aviation security that incorporates real-time passenger screening strategies designed to maximize effectiveness in identifying potential terrorist attacks. This paper identifies a methodology that can be used to sequentially and optimally assign passengers to aviation security resources. An automated prescreening system determines passengers' perceived risk levels, which become known as passengers check in. The levels are available for determining security class assignments sequentially as passengers enter security screening. A passenger is then assigned to one of several available security classes, each of which corresponds to a particular set of screening devices. The objective is to use the passengers' perceived risk levels to determine the optimal policy for passenger screening assignments that maximize the expected total security, subject to capacity and assignment constraints. The sequential passenger assignment problem is formulated as a Markov decision process, and an optimal policy is found using dynamic programming. The general result from the sequential stochastic assignment problem is adapted to provide a heuristic for assigning passengers to security classes in real time. A condition is provided under which this heuristic yields the optimal policy. The model is illustrated with an example that incorporates data extracted from the Official Airline Guide (Official Airline Guide. 1998. OAG Business Travel Planner: North American Edition. Official Airline Guides, Bedfordshire, UK).

[1]  Bradley D. Keazer Reports, Forms and Record Keeping Requirements Agency Information Collection Activity Under OMB Review , 2005 .

[2]  Martin L. Puterman,et al.  Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .

[3]  C. Derman,et al.  A Sequential Stochastic Assignment Problem , 1972 .

[4]  Sheldon Howard Jacobson,et al.  Modeling and analyzing multiple station baggage screening security system performance , 2005 .

[5]  Sheldon Howard Jacobson,et al.  Probability models for access security system architectures , 1997 .

[6]  Sheldon Howard Jacobson,et al.  Please Scroll down for Article Iie Transactions a Sequential Stochastic Passenger Screening Problem for Aviation Security a Sequential Stochastic Passenger Screening Problem for Aviation Security , 2022 .

[7]  Sheldon Howard Jacobson,et al.  Modeling aviation baggage screening security systems: a case study , 2003 .

[8]  Sheldon H. Jacobson,et al.  Designing Aviation Security Passenger Screening Systems Using Nonlinear Control , 2009, SIAM J. Control. Optim..

[9]  Sheldon Howard Jacobson,et al.  Integer programming models and analysis for a multilevel passenger screening problem , 2007 .

[10]  Susan E. Martonosi,et al.  An Operations Research approach to aviation security , 2005 .

[11]  Sheldon Howard Jacobson,et al.  Modeling and analyzing the performance of aviation security systems using baggage value performance measures , 2001 .

[12]  Warren B. Powell,et al.  Approximate Dynamic Programming - Solving the Curses of Dimensionality , 2007 .

[13]  Arnold Barnett,et al.  CAPPS II: The Foundation of Aviation Security? , 2004, Risk analysis : an official publication of the Society for Risk Analysis.

[14]  Cyrus Derman,et al.  Asymptotic Optimal Policies for the Stochastic Sequential Assignment Problem , 1972 .

[15]  Warren B. Powell,et al.  Approximate Dynamic Programming: Solving the Curses of Dimensionality (Wiley Series in Probability and Statistics) , 2007 .

[16]  Julie L Virta,et al.  Analyzing the cost of screening selectee and non-selectee baggage. , 2003, Risk analysis : an official publication of the Society for Risk Analysis.

[17]  Sheldon H. Jacobson,et al.  A Sequential Stochastic Security System Design Problem for Aviation Security , 2007, Transp. Sci..

[18]  Robert W Poole,et al.  A Risk-based Airport Security Policy , 2003 .

[19]  Sheldon Howard Jacobson,et al.  Addressing the dependency problem in access security system architecture design , 1996 .

[20]  Sheldon Howard Jacobson,et al.  A multilevel passenger screening problem for aviation security , 2006 .

[21]  Susan E. Martonosi,et al.  How Effective Is Security Screening of Airline Passengers? , 2006, Interfaces.

[22]  Li Lin,et al.  Passenger grouping with risk levels in an airport security system , 2009, Eur. J. Oper. Res..

[23]  Sheldon H. Jacobson,et al.  Outgoing selectee rates at hub airports , 2002, Reliab. Eng. Syst. Saf..

[24]  Aaron Strauss,et al.  Carnival Booth: An Algorithm for Defeating the Computer-Assisted Passenger Screening System , 2002, First Monday.

[25]  Sheldon Howard Jacobson,et al.  Integer Programming Models for Deployment of Airport Baggage Screening Security Devices , 2005 .

[26]  Warren B. Powell,et al.  “Approximate dynamic programming: Solving the curses of dimensionality” by Warren B. Powell , 2007, Wiley Series in Probability and Statistics.

[27]  Li Lin,et al.  Passenger grouping under constant threat probability in an airport security system , 2006, Eur. J. Oper. Res..