5 papers
Joint upper-bound coverage and route-choice utility: an empirical evaluation on two urban proxy tasks
Jianing Long, Xiaobin Li, Wuming Lei +1
Whether more accurate traffic forecasts or higher uncertainty coverage improve route decisions is unclear. We evaluate this question with a frozen protocol that separates speed err…
When better traffic forecasts fail to improve signal control: a layered diagnostic study of forecast-to-decision value
Jianing Long, Xiaobin Li, Wuming Lei +1
Improved traffic forecasts do not necessarily yield better signal-control decisions. We investigate this gap through a layered diagnostic study using 29 days of reconstructed deman…
A QUBO-Inspired Computational Framework for Airport Landside Bottleneck Diagnosis and Dynamic Dispatch Optimization
Wuming Lei, Xiaobin Li, Mingyan Sun +3
Airport landside traffic centers connect terminal arrivals with taxis, ride-hailing vehicles, private cars, buses, metro services, parking facilities, and terminal-area roadways. P…
Quantum-Inspired Evolutionary Neighborhood Search for Arrival-Departure Track Utilization Adjustment under Short-Term Disturbances
Xiaobin Li, Wuming Lei, Yanbin Gao +1
Short-term disturbances at major passenger railway stations alter train arrival and departure times as well as the release sequence of station resources. Effective recovery therefo…
Edge-Constrained UAV Small-Object Detection with P2 Enhancement and Quantum-Inspired Lightweight Structure Search
Wuming Lei, Yanbin Gao, Mingyan Sun +2
Unmanned aerial vehicle (UAV) object detection requires compact detectors that retain small-object details under onboard computation and memory constraints. Repeated downsampling i…