A leakage-safe similarity gate and spatial queue-regret decomposition reduce mean passenger wait times to 82.3 seconds in New York City ride-hailing simulations by linking demand-field error directly to wait via queueing and allocator sensitivities.
Algorithms for trip-vehicle assignment in ride- sharing
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Regime-Calibrated Fleet Repositioning with a Spatial Queue-Regret Decomposition
A leakage-safe similarity gate and spatial queue-regret decomposition reduce mean passenger wait times to 82.3 seconds in New York City ride-hailing simulations by linking demand-field error directly to wait via queueing and allocator sensitivities.