An agent-based model for mixed traffic in Vietnam based on virtual local lanes

Tu Dang-Huu, B. Gaudou, Doanh Nguyen-Ngoc, N. C. Lê
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引用次数: 4

Abstract

The rapid urbanization and urban spread in developing countries create a huge number of challenges urban planners have to face. As an example, congestion has become a major issue in Vietnam and caused huge economic losses as well as an increase in air pollutant emissions. Tackling such an issue requires huge improvements in the city organization and infrastructure. Choosing the most appropriate solution among existing ones or imagining new ones require tools to understand their impact and assess their feasibility, effectiveness and acceptability. Computer simulation is a tool of choice to assess the interactions between dynamics at both macro-level (the city) or micro-level (a single road or a crossroad). Existing tools have nevertheless mainly been designed for cities with traffic dominated by cars that are supposed to respect regulations. These assumptions cannot be applied to traffic in Vietnam which is characterized by a mix of cars, motorbikes and other vehicle types and low respect of road lanes. This paper proposes an agent-based model simulating in a more realistic way the traffic in Vietnam using the GAMA platform. We illustrate its capabilities on two characteristic toy case studies (straight road and crossroad) and a real case study in rush hour and lower traffic situations.
基于虚拟本地车道的越南混合交通代理模型
发展中国家的快速城市化和城市扩张给城市规划者带来了大量必须面对的挑战。例如,交通拥堵已经成为越南的一个主要问题,造成了巨大的经济损失,同时也增加了空气污染物的排放。解决这一问题需要对城市组织和基础设施进行巨大的改进。在现有的解决方案中选择最合适的解决方案或设想新的解决方案需要工具来理解它们的影响并评估它们的可行性、有效性和可接受性。计算机模拟是评估宏观层面(城市)或微观层面(单条道路或十字路口)动态之间相互作用的首选工具。然而,现有的交通工具主要是为那些以汽车为主的城市设计的,这些汽车应该遵守交通法规。这些假设不适用于越南的交通,越南的特点是混合了汽车、摩托车和其他类型的车辆,对车道的尊重很低。本文提出了一种基于智能体的模型,利用GAMA平台对越南的交通进行了较为真实的仿真。我们通过两个典型的玩具案例研究(直路和十字路口)和一个在高峰时间和低交通情况下的真实案例研究来说明它的功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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