A refined cellular automaton model to rectify impractical vehicular movement behavior

作者：Lan Lawrence W; Chiou Yu Chiun^*; Lin Zih Shin; Hsu Chih Cheng

来源：Physica A: Statistical Mechanics and Its Applications , 2009, 388(18): 3917-3930.

DOI：10.1016/j.physa.2009.05.039

• Traffic flow
• Cellular automaton
• Refined cell
• Limited deceleration
• Piecewise-linear movement

When implementing cellular automata (CA) into a traffic simulation, one common defect yet to be rectified is the abrupt deceleration when vehicles encounter stationary obstacles or traffic jams. To be more in line with real world vehicular movement, this paper proposes a piecewise-linear movement to replace the conventional particle-hopping movement adopted in most previous CA models. Upon this adjustment and coupled with refined cell system, a new CA model is developed using the rationale of Forbes' et al. car-following concept. The proposed CA model is validated on a two-lane freeway mainline context. It shows that this model can fix the unrealistic deceleration behaviors, and thus call reflect genuine driver behavior in the real world. The model is also capable of revealing Kerner's three-phase traffic patterns and phase transitions among them. Furthermore, the proposed CA model is applied to simulate a highway work zone wherein traffic efficiency (maximum flow rates) and safety (speed deviations) impacted by various control schemes are tested.

• 出版日期2009-9-15