Multilayer Perceptron-Based Traffic Signal Timing Optimization for Improved Urban Intersection Performance
Urban traffic signal systems based on fixed-time plans may not adequately respond to variations in traffic demand among signalized intersections, limiting their operational efficiency. This study proposes a data-driven framework based on a Multilayer Perceptron (MLP) to support traffic signal timing optimization in an...