%0 Journal Article
%T 人群仿真模型综述<br>Overview of Crowd Simulation Models
%A 郑子泽
%A 郭江涛
%J Modeling and Simulation
%P 725-733
%@ 2324-870X
%D 2022
%I Hans Publishing
%R 10.12677/MOS.2022.113
%X 随着计算机技术水平的飞跃发展和人们对动画特效的迫切需求，人群建模引发了空前的研究热潮。人群运动建模和仿真已成为计算机图形学，安全科学和人工智能的研究热点。本文从人群运动仿真的意义出发，回顾了人群运动仿真的传统研究方法，并对常用传统模型的基本原理、优缺点以及相关应用进行了介绍。讨论了现阶段人群运动仿真的研究热点，包括现今极为火热的基于大数据驱动的新型仿真模型以及融入情绪传染的仿真方法。分析了人群运动仿真领域现阶段存在的不足，重点指出了当今对于情绪研究只重视情绪的感染方式而忽略了情绪差异下行人行为异质性的问题。最后，对人群仿真未来的研究方向进行了展望。<br />
With the rapid development of computer technology and the urgent need for animation effects, crowd modeling research has given rise to an unprecedented tide of research. Crowd motion modeling and simulation have become a hot research topic in computer graphics, security science and artificial intelligence. This paper reviews the traditional research methods of crowd motion simulation from the significance of crowd motion simulation and introduces the basic principles, advantages and disadvantages of commonly used traditional models and related applications. The current research hotspots of crowd motion simulation are discussed, including the new simulation models based on big data and simulation methods incorporating emotional contagion, which are extremely hot nowadays. The shortcomings in the field of crowd motion simulation are analyzed, highlighting the fact that today’s research on emotion focuses only on emotional contagion and ignores the heterogeneity of pedestrian behavior in response to emotional differences. Finally, the future research directions of crowd simulation are prospected.
%K 人群仿真，社会力模型，情绪传染，元胞自动机模型，人群疏散<br>Crowd Simulation
%K Social Force Model
%K Emotional Diffusion
%K Cellular Automata Model
%K Crowd Evacuation
%U http://www.hanspub.org/journal/PaperInformation.aspx?PaperID=51496