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Population-driven Urban Road Evolution Dynamic Model

机译:人口驱动的城市道路演化动态模型

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摘要

In this paper, we propose a road evolution model by considering the interaction between population distribution and urban road network. In the model, new roads need to be constructed when new zones are built, and existing zones with higher population density have higher probability to connect with new roads. The relative neighborhood graph and a Fermat-Weber location problem are introduced as the connection mechanism to capture the characteristics of road evolution. The simulation experiment is conducted to demonstrate the effects of population on road evolution. Moreover, the topological attributes for the urban road network is evaluated using degree distribution, betweenness centrality, coverage, circuitness and treeness in the experiment. Simulation results show that the distribution of population in the city has a significant influence on the shape of road network, leading to a growing heterogeneous topology.
机译:在本文中,我们考虑人口分布与城市道路网络之间的相互作用,提出了一种道路演化模型。在该模型中,建造新区域时需要建造新道路,而人口密度较高的现有区域与新道路连接的可能性更高。介绍了相对邻域图和Fermat-Weber位置问题作为连接机制,以捕获道路演变的特征。进行模拟实验以证明人口对道路发展的影响。此外,在实验中使用程度分布,中间性,覆盖度,回路性和树木性来评估城市道路网络的拓扑属性。仿真结果表明,城市人口的分布对路网的形状有很大的影响,导致异构拓扑的增长。

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