基于agent的城市管理模型——以桥梁建设及其交通疏散效应为例

Tae-Sub Yun, Dongjun Kim, Il-Chul Moon, J. Bae
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引用次数: 1

摘要

从城市管理的角度来看,模拟被视为一种政策工具,为管理者提供有关城市现状的信息,使他们能够验证城市政策的有效性。本研究提出了一个真实的韩国城市世宗的交通模拟模型。我们提出的模型采用基于智能体的城市级真实数据仿真,主要描述真实城市中使用城市交通的个体的运动行为。通过聚合智能体在移动过程中的决策和交互,所提出的模型可以发现城市交通系统的需求。为此,本研究对所提出的模型进行了验证,使模型的交通系统与真实的交通系统相似,然后我们进行了案例研究,比较和分析了真实城市中即将进行的桥梁建设导致的交通分散的影响。实例研究表明,该模型能够在考虑城市交通流的情况下,为桥梁建设的最优选址提供政策评价。此外,案例研究表明,基于智能体的建模可以对城市交通流进行微观层面的分析,从而了解政策影响。
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Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect
: From the viewpoint of urban administration, simulation is regarded as a policy tool that provides administrators with information about the current urban situation and enables them to verify the effectiveness of urban policies. This study proposes a traffic simulation model for a real city named Sejong in South Korea. Our proposed model employs agent-based simulation with the city-level real data, which mainly focuses on describing the movement behavior of individuals using urban traffics in the real city. By aggregating the agents’ decisions and interactions during the movement, the proposed model can discover a demand for the city’s transportation system. To do this, this study validated the proposed model so that the modeled traffic system was similar to the real one, and then we conducted a case study to compare and analyze the effects of traffic dispersion led by the upcoming bridge construction in the real city. The case study showed that the proposed model can provide policy evaluation on the optimal location of the bridge construction considering the city traffic flow. Furthermore, the case study presented that the agent-based modeling enables micro-level analysis on the city traffic flow to understand on the policy implications.
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