A Queueing Model for Tiered Inspection Lines in Airports

Q3 Engineering
Pengkun Huang, H. Luh, Z. Zhang
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引用次数: 4

Abstract

This paper proposes a tiered inspection system for airport security, wherein passengers are divided into three classes based on historical security records. A two-dimensional Markov process and a Markov modulated Poisson process (MMPP) queue were used in the formu- lation of the security inspection system. Simulated annealing was then used to obtain near- optimum solution for the model. The efficacy of the proposed model was evaluated using the arrival data of passengers at Taoyuan International Airport and other two international airports. A comparison with two conventional queueing models with regard to the average waiting time demonstrated the effectiveness of the proposed security inspection system in enhancing service efficiency and boosting the level of security.
机场分层检票线的排队模型
本文提出了一种机场安检分层检查系统,根据历史安检记录将旅客分为三类。采用二维马尔可夫过程和马尔可夫调制泊松过程(MMPP)队列来构建安全检查系统。然后采用模拟退火的方法得到了模型的近似最优解。以桃园国际机场及其他两个国际机场的旅客抵港数据,评估模型的有效性。与两种传统排队模式的平均轮候时间比较,显示建议的安检系统在提高服务效率和提高保安水平方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Information and Management Sciences
International Journal of Information and Management Sciences Engineering-Industrial and Manufacturing Engineering
CiteScore
0.90
自引率
0.00%
发文量
0
期刊介绍: - Information Management - Management Sciences - Operation Research - Decision Theory - System Theory - Statistics - Business Administration - Finance - Numerical computations - Statistical simulations - Decision support system - Expert system - Knowledge-based systems - Artificial intelligence
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