Exploiting automated planning for efficient centralized vehicle routing and mitigating congestion in urban road networks
Exploiting automated planning for efficient centralized vehicle routing and mitigating congestion in urban road networks
复制标题
利用自动化规划实现高效的集中车辆路线并缓解城市道路网络的拥堵
DOI：
10.1145/3297280.3297539
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发表时间：
2019
期刊：
影响因子：
--
通讯作者：
S. Parkinson
中科院分区：
文献类型：
--
作者：
L. Chrpa;M. Vallati;S. Parkinson
城市交通管理者面临的关键挑战之一是有效利用交通基础设施，这是城市化不断发展和车辆数量不断增加的结果。为了应对这一挑战，在这里，我们研究使用自动规划减少拥堵和最大限度地利用城市网络，通过生成路线的车辆导航通过控制区域。实证分析进行了四个案例研究（包括实际的英国城市地区的地图）具有不同的复杂性和车辆数量。结果表明，所提出的方法的潜力，导致智能导航系统，这表明能够提供有效的个性化方向的车辆。
One of the pivotal challenges presented to urban traffic controllers is the effective utilization of the transport infrastructure, as a result of the growing urbanization and of the increasing number of vehicles. In response to this challenge, here we investigate the use of Automated Planning for reducing congestion and maximizing the exploitation of urban networks, by generating routes for the vehicles navigating through the controlled region. Empirical analysis is performed on four case studies (including maps of actual UK urban areas) with different complexities and volume of vehicles. The results demonstrate the potential of the presented approach, leading towards an intelligent navigation system, which shows to be able to provide effective personalized directions to vehicles.