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Recursive Prediction of Traffic Conditions with Neural Network Models
Publisher: American Society of Civil Engineers
Abstract: This paper presents a recursive traffic flow prediction algorithm using artificial neural networks. The system prediction model is specified based on the understanding of how disturbances in traffic flow are propagated, ...
Phase Transitions in Nonequilibrium Traffic Theory
Publisher: American Society of Civil Engineers
Abstract: This paper uses the center difference scheme of Lax-Friedrichs to numerically solve a newly developed continuum traffic flow theory and the kinematic theory of Lighthill and Whitham, and Richards, and it studies the ...
Network Reserve Capacity under Influence of Traveler Information
Publisher: American Society of Civil Engineers
Abstract: This paper provides a hierarchical framework for studying the impact of traveler information on network reserve capacity. The framework comprises a two-level mathematical program—the upper-level program maximizes the reserve ...
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