Title: An agent-based model for queue formation of powered two-wheelers in heterogeneous traffic
Authors: Lee, Tzu-Chang
Wong, K. I.
運輸與物流管理系 註:原交通所+運管所
Department of Transportation and Logistics Management
Keywords: Powered two-wheeler;Motorcycle;Heterogeneous traffic;Queue formation;Multinomial logit model;Agent-based modeling
Issue Date: 1-Nov-2016
Abstract: This paper presents an agent-based model (ABM) for simulating the queue formation of powered two-wheelers (PTWs) in heterogeneous traffic at a signalized intersection. The main novelty is that the proposed interaction rule describing the position choice behavior of PTWs when queuing in heterogeneous traffic can capture the stochastic nature of the decision making process. The interaction rule is formulated as a multinomial logit model, which is calibrated by using a microscopic traffic trajectory dataset obtained from video footage. The ABM is validated against the survey data for the vehicular trajectory patterns, queuing patterns, queue lengths, and discharge rates. The results demonstrate that the proposed model is capable of replicating the observed queue formation process for heterogeneous traffic. (C) 2016 Elsevier B.V. All rights reserved.
URI: http://dx.doi.org/10.1016/j.physa.2016.05.005
http://hdl.handle.net/11536/134052
ISSN: 0378-4371
DOI: 10.1016/j.physa.2016.05.005
Journal: PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
Volume: 461
Begin Page: 199
End Page: 216
Appears in Collections:Articles