Modeling bicycle traffic in an agent-based transport simulation

被引:19
|
作者
Ziemke, Dominik [1 ]
Metzler, Simon [1 ]
Nagel, Kai [1 ]
机构
[1] Tech Univ Berlin, Transport Syst Planning & Transport Telemat, Salzufer 17-19, D-10587 Berlin, Germany
来源
8TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2017) AND THE 7TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT 2017) | 2017年 / 109卷
关键词
cycling; bicycle traffic; transport simulation; agent-based modeling; agent-based simulation; COMFORT;
D O I
10.1016/j.procs.2017.05.424
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cycling as an inexpensive, healthy, and efficient mode of transport for everyday traveling is becoming increasingly popular. While many cities are promoting cycling, it is rarely included in transport models and systematic policy evaluation procedures. The purpose of this study is to extend the agent-based transport simulation framework MATSim to take into account attributes of the infrastructure that are relevant for cycling and the decisions that cyclists take. It is shown that meaningful simulation results are obtained for both an illustrative test scenario and a Berlin scenario. Further attributes (e.g. personal or bicycle-related attributes) that have an effect on the behavior of cyclists can be included into the simulation and, by this, into policy evaluation. Based on the exclusive reliance on open data, the approach is transferable to other spatial contexts. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码:923 / 928
页数:6
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