基于元胞自动机的多自主体人员行为模型及其在性能化设计中的应用
A Multi-agent Model Based on Cellular Automata for Simulating Human Behavior to Assess Building Design
目前性能化设计规范一个最主要的特点是从强调财产保护转变到强调生命安全保护,因此对建筑物内人员行为特征和运动规律的研究正越来越受到人们的重视。元胞自动机模型在交通流研究中的应用已经开展多年并取得了很多有用的成果,但涉及人的行为特征的研究往往十分复杂,在这方面利用自主体来研究具有较大的优势。给出的模型结合了这两方面各自的优势,是在元胞自动机交通流、行人流基本框架上建立起的多自主体人员行为模型,它对评估建筑物的设计方案具有很好的参考作用。
In recent years, Cellular Automata (CA) micro-simulation has emerged as an effective technique for modeling traffic flow and achieved a lot of success. But the human movement and occupant evacuation are much more complex than traffic flow. It is necessary for us to consider more human behavior characteristics if try to apply the model in practice. For the advantages of agent in simulating human intelligence, a multi-agent model based on CA is presented which focuses on simulating the human behavior and the effect on human by building structure. In the model, people are represented by agents and they move over the network which is represented by a lattice of cells. Agents can perceive the local environment and chcx)se their moving direction autonomously. In order to simulate human movement in very complex structure building the acquainting and evacuating states based on the ideas of artificial life are introduced and that is proved successful in simulation. Using this model the effect of the building structure on human behavior can be studied and the performance of building design can be assessed.
Cellular automata model / multi-agent / human behavior / performance-based design
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