|
- 2015
基于航班离港时刻主导的单航班离港旅客聚集模型
|
Abstract:
通过对单航班离港旅客在航站楼聚集行为的动力学分析,证明了旅客的到达聚集行为在群体层面受截止时间影响服从重尾分布,并且存在混合分布特性;揭示了航班截止时间的变化对旅客行为重尾特性的影响规律。在此基础之上基于对数正态分布与回归分析建立了航班离港时刻主导的单航班离港旅客聚集模型,并通过仿真验证证明了模型拟合度达到80%以上,具有工程推广价值。
[1] | CASAS P F, CASANOVAS J. Passenger flow simulation in a hub airport: an application to the Barcelona international airport[J]. Simulation Modelling Practice and Theory, 2014, 44: 78-94. |
[2] | 周涛, 韩筱璞. 人类行为时空特性的统计力学[J]. 电子科 技大学学报, 2013, 42(4): 481-540. ZHOU Tao, HAN Xiao-pu. Statistical mechanics on temporal and spatial activities of human[J]. Journal of University of Electronic Science and Technology of China, 2013, 42(4): 481-540. |
[3] | VáZQUEZ A, OLIVEIRA J G, DEZS Z, et al. Modeling bursts and heavy tails in human dynamics[J]. Phys Rev E, 2006, 73(3): 036127. |
[4] | LEPAGE R. Heavy-tailed distributions[J]. International Encyclopedia of Statistical Science, 2014(2): 626-628. |
[5] | 韩筱璞, 汪秉宏, 周涛. 人类行为动力学研究[J]. 复杂系 统与复杂性科学, 2010, 7(3): 132-144. HAN Xiao-pu, WANG Bing-hong, ZHOU Tao. Researches of human dynamics[J]. Complex System and Complex Science, 2010, 7(3): 132-144. |
[6] | 边宽江, 崔冰, 金晓燕. 对数正态分布的VAR数学模型 及其计算[J] . 数学的实践与认识, 2011, 41(1): 11-16. BIAN Kuang-jiang, CUI Bing, JIN Xiao-yan. Varmathematical model and its computing methods under the lognormal distribution[J]. Mathematics Knowledge and Practice, 2011, 41(1): 11-16. |
[7] | GUIZZI G, MURINO T, ROMANO E. A discrete event simulation to model passenger flow in the airport terminal[J]. Mathematic Methods and Applied Computing, 2012, 40(1): 427-434. |
[8] | PROFILLIDIS V A, BOTZORIS G N. A comparative analysis of performances of econometric, fuzzy and time-series models for the forecast of transport demand[C]// Fuzzy Systems Conference, 2007. [S.l.]: IEEE, 2007: 1-6. |
[9] | GOH K I, BARABáSI A L. Burstiness and memory in complex systems[J]. Europhys Lett, 2008, 81(4): 48002. |
[10] | GROSCHE T, ROTHLAUF F. Armin heinzl gravity models for airline passenger volume estimation[J]. Journal of Air Transport Management, 2007, 13: 175-183. |
[11] | ALFI V, GABRIELLI A, PIETRONERO L. How people react to a deadline[J]. Central European Journal of Physics, 2009, 7(3): 483-489. |
[12] | ZHOU T, KIET H A T, KIM B J, et al. Role of activity in human dynamics[J]. Europhysics Letters, 2008, 82(2): 28-32. |