Modeling Crowd Dynamics in a Multi-Agent Based Evacuation Simulation System

机译：基于多Agent疏散模拟系统的人群动力学建模

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This paper aims to study the various approaches to modeling crowd dynamics in the context of an evacuation simulation system, reviewing on one side the complexities of each model and on the other discussing and quantifying their performance when applied to real-life evacuation scenarios. Further, the impact of heterogeneous agents in the fidelity of evacuation simulation will be assessed and a set of agent parameters will be proposed in order to increase the robustness of existing models. Finally a flexible and lightweight agent-based simulation framework will be presented and the early results of basic evacuation scenarios will be analyzed.

机译：本文旨在研究在疏散模拟系统的背景下对人群动态进行建模的各种方法，一方面回顾每种模型的复杂性，另一方面讨论并量化其在实际疏散场景中的性能。此外，将评估异构人员在疏散模拟保真度方面的影响，并提出一组人员参数，以提高现有模型的鲁棒性。最后，将提出一个灵活，轻便的基于代理的仿真框架，并对基本疏散方案的早期结果进行分析。

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《International Conference on Control Systems and Computer Science》|2019年|569-574|共6页
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Adrian-Costin Tundrea;
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1. Crowd dynamics evacuations: The roles of shape optimization and real-time computational models Comment on "Human behaviours in evacuation crowd dynamics: From modelling to "big data" toward crisis management" by Nicola Bellomo et al [J] . Delle Monache Maria Laura Physics of life reviews . 2016,第Null期

机译：人群动态疏散：形状优化和实时计算模型的作用Nicola Bellomo等评论“疏散人群动态中的人类行为：从建模到“大数据”向危机管理”
2. A fire safety engineering perspective on crowd evacuation dynamics Comment on "Human behaviours in evacuation crowd dynamics: From modelling to "big data" toward crisis management" by Nicola Bellomo et al. [J] . Ronchi Enrico Physics of life reviews . 2016,第Null期

机译：消防安全工程对人群疏散动态的看法Nicola Bellomo等人评论了“人群疏散动态中的人类行为：从建模到“大数据”到危机管理”。
3. Multi-Agent Simulation Collision Avoidance of Complex System: Application to Evacuation Crowd Behavior [J] . Mohammed Chennoufi, Fatima Bendella, Maroua Bouzid International journal of ambient computing and intelligence . 2018,第1期

机译：复杂系统的多智能体仿真避碰：在疏散人群行为中的应用
4. Modeling Crowd Dynamics in a Multi-Agent Based Evacuation Simulation System [C] . Adrian-Costin Tundrea International Conference on Control Systems and Computer Science . 2019

机译：基于多智能过度的疏散模拟系统中的人群动态
5. Crowd management for large-scale outdoor events: Multi-agent based modeling and simulation of a crowd behaviors. [D] . Shi, Jingjing. 2006

机译：大型户外活动的人群管理：基于多主体的人群行为建模和仿真。
6. Resilience as an emergent property of human-infrastructure dynamics: A multi-agent simulation model for characterizing regime shifts and tipping point behaviors in infrastructure systems [O] . Kambiz Rasoulkhani, Ali Mostafavi -1

机译：弹性是人类基础设施动力学的新兴属性：一种用于描述基础设施系统中的状态变化和临界点行为的多主体仿真模型
7. Formal Agent-Based Modelling and Simulation of Crowd Behaviour in Emergency Evacuation Plans [O] . I. Stamatopoulou, I. Sakellariou, P. Kefalas 2012

机译：基于形式代理的紧急疏散计划中人群行为建模与仿真

Modeling Crowd Dynamics in a Multi-Agent Based Evacuation Simulation System

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