Road traffic analysis on the congestion problem using the Ford-Fulkerson algorithm

Bopatriciat BOLUMA MANGATA, Mate Landry Gilgen, Tebua Tene Patience Ryan, Takamba Makwem Hanse, Oshasha Oshasha Fiston
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Abstract

In this paper, the well-known Ford-Fulkerson algorithm in graph theory is used to determine the maximum flow in a road traffic network. Road traffic congestion is a major urban transport problem that occurs when the volume of traffic exceeds the capacity of existing road facilities. The manifestation of traffic congestion is due to the ownership of a high number of vehicles at the expense of road traffic infrastructure and the high growth of the urban population. Only one road connects the city center of Kinshasa, which concentrates the main activities of the inhabitants, to the international airport of Ndjili. Whether you are a pedestrian, a car driver or a public transport user, you cannot escape the traffic jams that refuse to leave Kinshasa. Even motorbike taxis cannot escape. Yet the grade separations built on Lumumba Boulevard in Debonhomme, at the Marché de la Liberté and at Pascal are all open to traffic. Built to facilitate the flow of traffic between the city center (Gombe) and N'djili International Airport, these elephantine structures serve little purpose. In this study, the identification of the maximum flow and bottleneck path along the Lumumba Boulevard between Debonhomme and Ndjili International Airport in the Tshangu district of Kinshasa was carried out. All possible routes from the different sources to the different wells were established. It emerged from this study that the optimal solutions would be the construction of secondary roads and improvement of the road facilities to minimize the problem of traffic congestion.
道路交通拥堵问题的Ford-Fulkerson算法分析
本文采用图论中著名的Ford-Fulkerson算法来确定道路交通网络中的最大流量。道路交通拥堵是一个主要的城市交通问题,当交通量超过现有道路设施的容量时就会发生。交通拥堵的表现是由于拥有大量车辆而牺牲了道路交通基础设施和城市人口的高增长。只有一条道路连接金沙萨市中心和恩德吉利国际机场,金沙萨市中心是居民主要活动的集中地。无论你是行人、汽车司机还是公共交通使用者,你都无法逃离拒绝离开金沙萨的交通堵塞。即使是摩托车出租车也无法逃脱。然而,在Debonhomme的Lumunba大道、Marchéde la Liberté和Pascal修建的立交桥都已通车。这些大象建筑是为了方便市中心(贡贝)和恩吉利国际机场之间的交通流量而建造的,用途不大。在本研究中,确定了金沙萨Tshangu区Debonhomme和Ndjili国际机场之间Lumunba大道上的最大流量和瓶颈路径。建立了从不同来源到不同油井的所有可能路线。从这项研究中可以看出,最佳解决方案是修建二级公路和改善道路设施,以最大限度地减少交通拥堵问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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