A Decision-Focused Neural Optimization Framework for Personalized Route Reproduction from Vehicle Trajectories
The framework reproduces individual travel routes by modeling perceived link costs based on personal, trip, and network data. It uses a perception model to estimate these costs, followed by a constrained optimization layer to find the shortest path directly. This approach avoids enumerating all possible routes, allowing for personalized route reproduction.