An Elegant and Computationally Efficient Approach for Heterogeneous Traffic Modelling using Agent Based Simulation

被引:27
作者
Agarwal, Amit [1 ,2 ]
Zilske, Michael [1 ]
Rao, K. Ramachandra [2 ]
Nagel, Kai [1 ]
机构
[1] Tech Univ Berlin, Transport Syst Planning & Transport Telemat, D-10587 Berlin, Germany
[2] Indian Inst Technol Delhi, Dept Civil Engn, New Delhi 110016, India
来源
6TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2015), THE 5TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2015) | 2015年 / 52卷
关键词
Heterogeneous traffic; Mixed traffic; Passing; Fundamental diagrams for traffic flow; Multiple mode simulation; FLOW; CARS;
D O I
10.1016/j.procs.2015.05.173
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For developing nations, where mixed traffic conditions prevail, it becomes necessary to develop a heterogeneous traffic flow model which is able to model all vehicle types of different static and dynamic characteristics and equally efficient in computational performance. For this purpose, in this study, an agent based framework is used which uses a queue model in its mobility simulation. In first step, queue model is enhanced by adding different vehicle types with different maximum speeds and sizes. Furthermore, traditional FIFO (First-In-First-Out) approach of queue model is modified to a more realistic modified queue model in which faster vehicles can pass slower vehicles. The enhancements are discussed with their fundamental diagrams for traffic flow and spatio-temporal diagrams. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码:962 / 967
页数:6
相关论文
共 21 条
[1]  
[Anonymous], 2011, 3 INT C ADV SYST SIM
[2]  
[Anonymous], 1990, IRC106, P106
[3]   Methodology for modeling highly heterogeneous traffic flow [J].
Arasan, VT ;
Koshy, RZ .
JOURNAL OF TRANSPORTATION ENGINEERING-ASCE, 2005, 131 (07) :544-551
[4]  
Balmer M., 2009, Multi-agent systems for traffic and transportation engineering, DOI DOI 10.4018/978-1-60566-226-8.CH003
[5]  
Cao N. Y., 2003, J TRANSPORTATION ENG, V138, P776
[6]  
Cetin N, 2003, P SWISS TRANSP RES C
[7]  
Chandra S., 2000, Road and transport research, V9, P40
[8]  
Chen X., 2013, 133532 TRANSP RES BO
[9]   Simulation of mixed traffic flow on two-lane roads [J].
Dey, Partha Pratim ;
Chandra, Satish ;
Gangopadhyay, S. .
JOURNAL OF TRANSPORTATION ENGINEERING, 2008, 134 (09) :361-369
[10]   An iterative algorithm to determine the dynamic user equilibrium in a traffic simulation model [J].
Gawron, C .
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 1998, 9 (03) :393-407