AI RESEARCH
From Optimization to Prediction: Transformer-Based Path-Flow Estimation to the Traffic Assignment Problem
arXiv CS.LG
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ArXi:2510.19889v2 Announce Type: replace The traffic assignment problem is essential for traffic flow analysis, traditionally solved using mathematical programs under the Equilibrium principle. These methods become computationally prohibitive for large-scale networks due to non-linear growth in complexity with the number of OD pairs. This study