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Nurul Asyiqin Khairuddin

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Open access Aug 2026

Application of SUMO in Simulation of Optimized Traffic Light Timing derived using Artificial Neural Network and GIS

Abstract. One of the common issues in urban cities is traffic congestion especially at signalized intersection which may be caused by static and inefficient traffic light timings. The long waiting times at the traffic light led to significant amount of time loss, higher car emissions and higher fuel usage. During peak...

Nurul Asyiqin Khairuddin, Nabilah Naharudin · 0 citations

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