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Ming-Jie Zhang

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Open access Sep 2026

A Hybrid Framework for Dynamic Route Guidance: Integrating GA-BiGRU-ATT Traffic Prediction with Enhanced Ant Colony Optimization

A hybrid framework integrating an optimized prediction model with an enhanced ant colony optimization algorithm and an Improved Ant Colony Algorithm incorporating traffic-state feedback is proposed to mitigate slow convergence and local-optimum entrapment in conventional ACO.

Wei Bai, Yan Liu, Cheng-Bin Zhao et al. · Systems · 0 citations