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Traffic gridlock on complex networks

机译:复杂网络上的流量僵局

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摘要

Here we study how a traffic jam spreads on complex networks when driven by an increasing flux between certain initial and final points. For that purpose, we developed two new traffic models based on vehicular traffic and applied them on the Apollonian network and the Swiss road network. The first model is an electrical analog, using ohmic and non-ohmic resistors which is a classical approach in Physics while the second one which we call the herding model, is based on human driving behavior. For both models, we study the sequence of clogged roads up to the traffic gridlock and display the fragilities of the network. In the electrical model, by increasing the external potential, resistors burn out, as the voltage drop between the ends increases above a certain threshold. Analyzing both models, we observed some power-law functions that occur only near a traffic gridlock as well as the dependence on topological features of the network and influence on flux and the robustness in Apollonian networks of different generations.
机译:在这里,我们研究了当某些初始点和最终点之间的通量增加时,交通拥堵如何在复杂的网络上扩散。为此,我们基于车辆交通量开发了两种新的交通量模型,并将其应用于阿波罗尼亚网络和瑞士公路网。第一个模型是使用欧姆和非欧姆电阻器的电模拟模型,这是物理学中的经典方法,而第二个模型(我们称为羊群模型)是基于人类的驾驶行为。对于这两种模型,我们研究了直到交通阻塞的道路堵塞的顺序,并显示了网络的脆弱性。在电气模型中,通过增加外部电势,当两端之间的电压降增加到某个阈值以上时,电阻就会烧坏。通过分析这两个模型,我们观察到一些幂律函数仅在交通阻塞附近发生,并且依赖于网络的拓扑特征以及对不同代的阿波罗尼亚网络的通量和鲁棒性的影响。

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