Intelligent traffic rerouting with dynamic vehicle selection for congestion mitigation

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Liangyu Tay, Joanne Mun-Yee Lim, Shiuan-Ni Liang, Kah Keong Chua, Yong Haur Tay

Published: 2025, Last Modified: 07 Nov 2025Eng. Appl. Artif. Intell. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposed a near real-time rerouting system with the aim of reducing the total travel time of a traffic network.•Introduced an innovative Key Performance Index system that accurately assesses the congestion level for the rerouting system.•Minimizing the cost of rerouting via a vehicle filtration process to minimize the number of rerouted vehicles.•Applied Support Vector Machine to perform near-future traffic flow prediction to achieve proactive rerouting.•Investigated the effects of rerouting intervals, traffic levels and Key Performance Index weightages on the proposed system.