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題名 A Queueing Model for Tiered Inspection Lines in Airports
作者 Huang, Pengkun
黃鵬錕
Luh, Hsing
陸行
Zhang, Zhe George
貢獻者 應數系
關鍵詞 Security inspection ; two dimensional Markov process ; Markov modulated Poisson process ; queueing theory
日期 2016-06
上傳時間 15-Dec-2016 16:10:19 (UTC+8)
摘要 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.
關聯 International Journal of Information and Management Sciences , 27(2), 147-177
資料類型 article
DOI http://dx.doi.org/10.6186%2fIJIMS.2016.27.2.5
dc.contributor 應數系-
dc.creator (作者) Huang, Pengkun-
dc.creator (作者) 黃鵬錕zh_TW
dc.creator (作者) Luh, Hsingen_US
dc.creator (作者) 陸行zh_TW
dc.creator (作者) Zhang, Zhe Georgeen_US
dc.date (日期) 2016-06-
dc.date.accessioned 15-Dec-2016 16:10:19 (UTC+8)-
dc.date.available 15-Dec-2016 16:10:19 (UTC+8)-
dc.date.issued (上傳時間) 15-Dec-2016 16:10:19 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/104945-
dc.description.abstract (摘要) 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.-
dc.format.extent 580004 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) International Journal of Information and Management Sciences , 27(2), 147-177-
dc.subject (關鍵詞) Security inspection ; two dimensional Markov process ; Markov modulated Poisson process ; queueing theory-
dc.title (題名) A Queueing Model for Tiered Inspection Lines in Airports-
dc.type (資料類型) article-
dc.identifier.doi (DOI) 10.6186/IJIMS.2016.27.2.5-
dc.doi.uri (DOI) http://dx.doi.org/10.6186%2fIJIMS.2016.27.2.5-