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Antˆonio Jos'e

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Open access Oct 2026

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...

Daniel Mauricio Beltrán Del Hierro, Dennysse Marisol Castillo Martinez, Fernando Tiverio Molina Granja et al. · 0 citations

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