论文标题

城市运输充血的多次突然过渡

Multiple abrupt phase transitions in urban transport congestion

论文作者

Lampo, Aniello, Borge-Holthoefer, Javier, Gómez, Sergio, Solé-Ribalta, Albert

论文摘要

在过去的几十年中,对城市的研究已经通过结合工程学和复杂性科学的新方法来改变。网络理论正在发挥核心作用,促进对重要城市动态的定量分析,例如流动性,城市增长或城市规划。在这项工作中,我们专注于交通拥堵的空间方面。分析大量真正的城市网络,我们表明,拥塞发作的位置会根据所考虑的市区而变化,进而定义了一套由突然过渡分开的拥塞制度。为了帮助揭示这些交通拥堵的空间依赖性(就网络之间的分析而言),我们介绍了一个平面道路网络网络模型的家族,该模型由与树栖外围的密集城市中心组成。这些模型以GT和DT-MST模型的形式创造,使我们能够在数值,数值和实验上描述充血的方式以及为什么在单中心城市的特定地理区域中出现,然后描述拥塞制度以及促进突然过渡外观的因素。我们表明,观察到的突然过渡背后的基本要素是城市中心和外围之间的空间分离,以及形成周围的独立区域的数量。详细阐述了我们的结果的含义,我们表明它们可能会影响道路网络关于城市增长和日常交通动态管理的设计和优化。

During the last decades, the study of cities has been transformed by new approaches combining engineering and complexity sciences. Network theory is playing a central role, facilitating the quantitative analysis of crucial urban dynamics, such as mobility, city growth or urban planning. In this work, we focus on the spatial aspects of congestion. Analyzing a large amount of real city networks, we show that the location of the onset of congestion changes according to the considered urban area, defining, in turn, a set of congestion regimes separated by abrupt transitions. To help unveiling these spatial dependencies of congestion (in terms of network betweenness analysis), we introduce a family of planar road network models composed of a dense urban center connected to an arboreal periphery. These models, coined as GT and DT-MST models, allow us to analytically, numerically and experimentally describe how and why congestion emerges in particular geographical areas of monocentric cities and, subsequently, to describe the congestion regimes and the factors that promote the appearance of their abrupt transitions. We show that the fundamental ingredient behind the observed abrupt transitions is the spatial separation between the urban center and the periphery, and the number of separate areas that form the periphery. Elaborating on the implications of our results, we show that they may have an influence on the design and optimization of road networks regarding urban growth and the management of daily traffic dynamics.

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