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Potential field-based microscopic modeling of road networks with heterogeneous vehicular traffic

机译:异构车辆交通网络的基于场的潜在微观模型

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Achieving sustainable mobility is one of the challenges of the 21st century; a crucial goal is to mitigate traffic congestions while improving safety. The increasing needs for efficient traffic management strategies and for efficient, reliable and safe traffic infrastructures is changing the point of view on mathematical models from bare simulation tools to sophisticated design and optimization tools. Moreover the attention is rapidly moving the focus from centralized supervision strategies, to decentralized control strategies. In this paper we present a modular microscopic mathematical model for heterogeneous vehicular traffic on road networks, able to describe vehicles interactions with the network infrastructure (roads, traffic lights, etc.) and with other vehicles according to the well known potential fields approach. The modeling tool is able to capture different vehicles interactions and traffic phenomena such as queues, overtaking and car crashes. The obtained modeling tool has a strong control-oriented and optimization-oriented characterization and appears promising for traffic supervision and control design and for addressing optimization problems when designing the traffic infrastructure.
机译:实现可持续的出行是21世纪的挑战之一。一个关键的目标是在提高安全性的同时减轻交通拥堵。对高效交通管理策略以及对高效,可靠和安全的交通基础设施的日益增长的需求正在将数学模型的观点从裸仿真工具变为复杂的设计和优化工具。而且,注意力正在迅速地从集中监控策略转移到分散控制策略。在本文中,我们为道路网络上的异构车辆交通提供了一个模块化的微观数学模型,能够根据众所周知的势场方法描述车辆与网络基础设施(道路,交通信号灯等)以及与其他车辆的相互作用。该建模工具能够捕获不同的车辆交互和交通现象,例如队列,超车和车祸。所获得的建模工具具有很强的面向控制和面向优化的特性,并且在进行交通监控和设计以及解决交通基础设施设计中的优化问题方面具有广阔的前景。

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