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Road Maintenance Optimization Model Based on Dynamic Programming in Urban Traffic Network

机译:基于动态规划的城市交通网络道路养护优化模型

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Urban road maintenance is an important part of urban traffic management. However, in modern cities, road maintenance work needs to occupy some traffic resources; therefore, unreasonable road maintenance schemes often lead traffic networks to unexpected large-scale congestion. In this paper, a dynamic programming model is proposed in order to minimize the delay caused by road maintenance scheme. This model can obtain a globally optimal maintenance scheme which contains the decisions and sequence for every stage of maintenance. Each stage of this model can be boiled down to a discrete network design problem. This model helps make suggestions for the traffic managers with the request of minimizing the delay caused by the maintenance scheme. This paper uses two examples to illustrate this method, one is a small-scale Nguyen-Dupuis network, and the other one is a larger scale Sioux-Falls network.
机译:城市道路养护是城市交通管理的重要组成部分。但是,在现代城市中,道路维护工作需要占用一些交通资源。因此,不合理的道路养护计划经常导致交通网络出现意想不到的大规模拥堵。本文提出了一种动态规划模型,以最大程度地减少道路养护方案造成的延误。该模型可以获得全局最佳的维护方案,其中包含维护的每个阶段的决策和顺序。该模型的每个阶段都可以归结为一个离散的网络设计问题。该模型有助于最大程度地减少维护方案带来的延迟,从而为交通管理人员提供建议。本文使用两个示例来说明此方法,一个是小型Nguyen-Dupuis网络,另一个是大型Sioux-Falls网络。

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