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Collective behavior of human crowds

Collective behavior of human crowds
人群的集体行为
批准号:
1431406
负责人:
William Warren
金额:
$39.69万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2014
资助国家:
美国
项目状态:
已结题
起止时间:
2014-09-01 至 2019-08-31

项目摘要

项目成果

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中文摘要
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英文摘要
Whether walking down a busy sidewalk or a crowded mall, we effortlessly coordinate our movements with other pedestrians. Sometimes we weave through the crowd, dodging our neighbors; at other times we merge into a coherent "swarm," much like a flock of birds or a school of fish, and may spontaneously form lanes in opposite directions, similar to columns of ants. Where do these basic traffic patterns come from? It is generally believed that collective behavior in humans and animals emerges from local interactions between neighbors, rather than from a central plan or leader, but the actual mechanisms are unclear. By studying the perceptual-motor "rules" that govern interactions between neighbors, the investigator aims to determine whether crowd behavior can be explained by local interactions. The resulting model will enable realistic simulation of pedestrian traffic flow. Its potential broader impacts are to architectural design, evacuation planning, computer animation, and the development of assistive technology for blind and low-vision users. There are many models of collective swarm behavior in fields ranging from physics and computer science to animal behavior and urban planning, yet they are based on little experimental data. The key weakness of existing theories is a dearth of knowledge about the visual coupling between neighbors -- the perceptual-motor rules, forces, or control laws that govern pedestrian interactions. The goal of this project is to develop a cognitively grounded pedestrian model and test the hypothesis that global crowd behavior emerges from these local interactions. An innovative research program combines (a) a local-to-global approach, in which the visual coupling is mapped out in experiments with virtual crowds, and used to predict crowd behavior in multi-agent simulations, and (b) a global-to-local approach, in which experiments on real crowds are analyzed and used to test the model. The aim is to account for pedestrian and crowd dynamics and elucidate the relation between "micro" and "macro" levels of collective behavior.
期刊论文(5)
专著(0)
科研奖励(0)
会议论文
Robust Weighted Averaging Accounts for Recruitment Into Collective Motion in Human Crowds
用于招募人群集体运动的稳健加权平均账户
DOI: 10.3389/fams.2021.761445
发表时间: 2021
期刊: Frontiers in Applied Mathematics and Statistics
影响因子: 1.4
作者: [Wirth, Trenton D., Warren, William H.]
通讯作者: Warren, William H.
The neighborhood of interaction in human crowds is explained by visual information
人群中互动的邻域是通过视觉信息来解释的
DOI: 10.1167/jov.21.9.2840
发表时间: 2021
期刊: Journal of Vision
影响因子: 1.8
作者: [Warren, William, Dachner, Gregory]
通讯作者: Dachner, Gregory
A visual model of collective motion in human crowds
人群集体运动的视觉模型
DOI: --
发表时间: 2020
期刊: Perception
影响因子: 1.7
作者: [Warren, W.H., Dachner, G.]
通讯作者: Dachner, G.
DOI: 10.1098/rspb.2018.0611
发表时间: 2018-05-16
期刊: PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
影响因子: 4.7
作者: [Rio, Kevin W., Dachner, Gregory C., Warren, William H.]
通讯作者: Warren, William H.
Self-Organization and Collective Decision-Making in Human Crowds
  • 批准号:
    1849446
  • 项目类别:
    Standard Grant
  • 资助金额:
    $54.31万
  • 财政年份:
    2019
  • 负责人:
    William Warren
  • 依托单位:
The Geometry of Spatial Knowledge for Navigation
  • 批准号:
    0843940
  • 项目类别:
    Standard Grant
  • 资助金额:
    $70.07万
  • 财政年份:
    2009
  • 负责人:
    William Warren
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NMR Studies of Optically Active Impurities under In Situ Illumination
  • 批准号:
    0071898
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $27.0万
  • 财政年份:
    2000
  • 负责人:
    William Warren
  • 依托单位:
Learning and Intelligent Systems: Learning Minimal Representations for Visual Navigation and Recognition
  • 批准号:
    9720327
  • 项目类别:
    Standard Grant
  • 资助金额:
    $82.5万
  • 财政年份:
    1997
  • 负责人:
    William Warren
  • 依托单位:
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NbZrTi基多主元合金中化学不均匀性对辐照行为的影响研究
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  • 批准号:
    82371528
  • 项目类别:
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  • 资助金额:
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  • 批准年份:
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