JOURNAL ARTICLE

A Cellular Automaton Traffic Flow Model with Advanced Decelerations

Yingdong Liu

Year: 2012 Journal:   Mathematical Problems in Engineering Vol: 2012 (1)   Publisher: Hindawi Publishing Corporation

Abstract

A one‐dimensional cellular automaton traffic flow model, which considers the deceleration in advance, is addressed in this paper. The model reflects the situation in the real traffic that drivers usually adjust the current velocity by forecasting its velocities in a short time of future, in order to avoid the sharp deceleration. The fundamental diagram obtained by simulation shows the ability of this model to capture the essential features of traffic flow, for example, synchronized flow, meta‐stable state, and phase separation at the high density. Contrasting with the simulation results of the VE model, this model shows a higher maximum flux closer to the measured data, more stability, more efficient dissolving blockage, lower vehicle deceleration, and more reasonable distribution of vehicles. The results indicate that advanced deceleration has an important impact on traffic flow, and this model has some practical significance as the result matching to the actual situation.

Keywords:
Cellular automaton Traffic flow (computer networking) Flow (mathematics) Matching (statistics) Stability (learning theory) Diagram Simulation Computer science Microscopic traffic flow model Control theory (sociology) Engineering Mechanics Algorithm Real-time computing Mathematics Traffic generation model Physics Statistics Artificial intelligence Computer security

Metrics

4
Cited By
1.11
FWCI (Field Weighted Citation Impact)
15
Refs
0.82
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Traffic control and management
Physical Sciences →  Engineering →  Control and Systems Engineering
Traffic Prediction and Management Techniques
Physical Sciences →  Engineering →  Building and Construction
Transportation Planning and Optimization
Social Sciences →  Social Sciences →  Transportation

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