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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Zhigang Ji

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Open access Aug 2026

Risk-Aware Intelligent Dispatching for Ride-Hailing Systems Using Dual-Graph Attention Forecasting and Unbalanced Optimal Transport

The demand-prediction-guided optimal transport matching (DP-OTM) method, which embeds destination opportunities and risks into the vehicle–request matching cost to generate an executable one-to-one allocation, is designed and results support destination-aware dispatching in public-data simulations.

Zhigang Ji, Jie Wang, Yun-Kai Hao · 0 citations

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