Agent-based simulation framework for mixed traffic of cars, pedestrians and trams

被引:37
作者
Fujii, Hideki [1 ]
Uchida, Hideaki [1 ]
Yoshimura, Shinobu [1 ]
机构
[1] Univ Tokyo, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1138656, Japan
基金
日本学术振兴会;
关键词
Multi-agent system; Mixed traffic; Public transportation; Pedestrian; Transportation policy assessment; CELLULAR-AUTOMATON MODEL; SOCIAL FORCE MODEL; DIFFERENCE MODEL; OPTIMIZATION; DYNAMICS; BEHAVIOR; FLOW;
D O I
10.1016/j.trc.2017.09.018
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
In this paper, we report on the construction of a new framework for simulating mixed traffic consisting of cars, trams, and pedestrians that can be used to support discussions about road management, signal control, and public transit. Specifically, a layered road structure that was designed for car traffic simulations was extended to interact with an existing one-dimensional (1D) car-following model and a two-dimensional (2D) discrete choice model for pedestrians. The car model, pedestrian model, and interaction rules implemented in the proposed framework were verified through simulations involving simple road environments. The resulting simulated values were in near agreement with the empirical data. We then used the proposed framework to assess the impact of a tramway extension plan for a real city. The simulation results showed that the impact of the proposed tramway on existing car traffic would not be serious, and by extension, implied that the proposed framework could help stakeholders decide on expansion scenarios that are satisfactory to both tram users and private car owners.
引用
收藏
页码:234 / 248
页数:15
相关论文
共 48 条
[1]  
Agarwal A, 2016, TRANSP DEV ECON, V2, DOI 10.1007/s40890-016-0014-9
[2]  
[Anonymous], 1994, Japan Journal of Industrial and Applied Mathematics, DOI DOI 10.1007/BF03167222
[3]  
[Anonymous], 2002, Proc. 4th Middle East. Model. Simulat. MultiConf. (MESM)
[4]   Discrete choice models of pedestrian walking behavior [J].
Antonini, Gianluca ;
Bierlaire, Michel ;
Weber, Mats .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2006, 40 (08) :667-687
[5]  
Anvari B., 2013, PEDESTRIAN EVACUAT D, V2012, P907
[6]   Microscopic pedestrian simulation model combined with a tactical model for route choice behaviour [J].
Asano, Miho ;
Iryo, Takamasa ;
Kuwahara, Masao .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2010, 18 (06) :842-855
[7]  
Barceló J, 2010, INT SER OPER RES MAN, V145, P1, DOI 10.1007/978-1-4419-6142-6_1
[8]   Simulation of pedestrian dynamics using a two-dimensional cellular automaton [J].
Burstedde, C ;
Klauck, K ;
Schadschneider, A ;
Zittartz, J .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2001, 295 (3-4) :507-525
[9]   TRAFFIC DYNAMICS - STUDIES IN CAR FOLLOWING [J].
CHANDLER, RE ;
HERMAN, R ;
MONTROLL, EW .
OPERATIONS RESEARCH, 1958, 6 (02) :165-184
[10]   Event-driven queue-based traffic flow microsimulation [J].
Charypar, David ;
Axhausen, Kay W. ;
Nagel, Kai .
TRANSPORTATION RESEARCH RECORD, 2007, 2003 (2003) :35-40