Kwak Jaeyoung, Jo Hang-Hyun, Luttinen Tapio, Kosonen Iisakki
Department of Built Environment, Aalto University, Espoo 02150, Finland.
Asia Pacific Center for Theoretical Physics, Pohang 37673, Republic of Korea.
Phys Rev E. 2017 Aug;96(2-1):022319. doi: 10.1103/PhysRevE.96.022319. Epub 2017 Aug 24.
We numerically study jamming transitions in pedestrian flow interacting with an attraction, mostly based on the social force model for pedestrians who can join the attraction. We formulate the joining probability as a function of social influence from others, reflecting that individual choice behavior is likely influenced by others. By controlling pedestrian influx and the social influence parameter, we identify various pedestrian flow patterns. For the bidirectional flow scenario, we observe a transition from the free flow phase to the freezing phase, in which oppositely walking pedestrians reach a complete stop and block each other. On the other hand, a different transition behavior appears in the unidirectional flow scenario, i.e., from the free flow phase to the localized jam phase and then to the extended jam phase. It is also observed that the extended jam phase can end up in freezing phenomena with a certain probability when pedestrian flux is high with strong social influence. This study highlights that attractive interactions between pedestrians and an attraction can trigger jamming transitions by increasing the number of conflicts among pedestrians near the attraction. In order to avoid excessive pedestrian jams, we suggest suppressing the number of conflicts under a certain level by moderating pedestrian influx especially when the social influence is strong.
我们主要基于行人可加入吸引物的社会力模型,对与吸引物相互作用的行人流动中的拥堵转变进行了数值研究。我们将加入概率表述为他人社会影响的函数,这反映出个体选择行为很可能受到他人影响。通过控制行人涌入量和社会影响参数,我们识别出了各种行人流动模式。对于双向流动场景,我们观察到从自由流动阶段到冻结阶段的转变,在该阶段中,相向行走的行人完全停下并相互阻塞。另一方面,在单向流动场景中出现了不同的转变行为,即从自由流动阶段到局部拥堵阶段,然后再到扩展拥堵阶段。还观察到,当行人通量高且社会影响强烈时,扩展拥堵阶段可能以一定概率最终出现冻结现象。这项研究突出表明,行人与吸引物之间的吸引相互作用可通过增加吸引物附近行人之间的冲突数量来触发拥堵转变。为了避免过度的行人拥堵,我们建议通过调节行人涌入量,特别是在社会影响强烈时,将冲突数量控制在一定水平以下。