Mesoscopic Traffic Flow Model for Agent-Based Simulation

被引:37
作者
de Souza, Felipe [1 ]
Verbas, Omer [1 ]
Auld, Joshua [1 ]
机构
[1] Argonne Natl Lab, Lemont, IL 60439 USA
来源
10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS | 2019年 / 151卷
关键词
Traffic Simulation; Mesoscopic; Link Transmission Model; FRAMEWORK; NETWORK;
D O I
10.1016/j.procs.2019.04.118
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Traffic simulation is a key element of agent based models as the various agents decisions impact and are impacted by the realized travel times and delays in the traffic network. Here we present the mesoscopic traffic flow model implemented in POLARIS transportation systems simulator. The model is mesoscopic in an attempt to obtain enough for applications that requires microscopic data while still inheriting the computational efficiency of macroscopic traffic flow models. The model is macroscopic at the link-level with dynamics based on the Newells Model and microscopic at the node level. We present link-level and network-level results for one mid-sized traffic network. The results show that the model can combine accuracy, level of details and computational efficiency. (C) 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND (http://creativecommons.org/licenses/by-nc-nd/4.0/) Peer-review under responsibility of the Conference Program Chairs.
引用
收藏
页码:858 / 863
页数:6
相关论文
共 6 条
[1]   POLARIS: Agent-based modeling framework development and implementation for integrated travel demand and network and operations simulations [J].
Auld, Joshua ;
Hope, Michael ;
Ley, Hubert ;
Sokolov, Vadim ;
Xu, Bo ;
Zhang, Kuilin .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2016, 64 :101-116
[2]   Framework for the development of the Agent-based Dynamic Activity Planning and Travel Scheduling (ADAPTS) model [J].
Auld, Joshua ;
Mohammadian, Abolfazl .
TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH, 2009, 1 (03) :245-255
[3]   THE CELL TRANSMISSION MODEL .2. NETWORK TRAFFIC [J].
DAGANZO, CF .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1995, 29 (02) :79-93
[4]   A SIMPLIFIED THEORY OF KINEMATIC WAVES IN HIGHWAY TRAFFIC .1. GENERAL-THEORY [J].
NEWELL, GF .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1993, 27 (04) :281-287
[5]  
Waddell P., 2005, COMP URB PLANN URB M
[6]  
Yperman I., 2007, LINK TRANSMISSION MO