我该转还是该走?城市环境中行人行为的模拟

IF 1.3 4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
M. Woźniak, M. Dzięcielski
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引用次数: 3

摘要

摘要本文开发了一个基于agent的行人运动模型,以测试城市环境中常见的日常步行活动场景。地理信息系统和网络地图服务用于创建选定住宅区的逼真数字复制品。在该模型中,代理尝试收集具有最高值的补丁,以找到到达目的地的最佳路线。在旅行期间,旅行社必须避开物理障碍,并调整相对于其他行人的行走行为。开发了三个实验场景,并根据具体标准对其进行了调查。在这些场景中,只要行人密度增加,就会观察到集体行为。反过来,通过其他行人的必要性激发了寻找路线的创造力,并减少了集体行为。研究表明,虽然大多数特工不会选择最短的路线,但他们往往会靠近它。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Should I Turn or Should I Go? Simulation of Pedestrian Behaviour in an Urban Environment
ABSTRACT The paper develops an agent-based model of pedestrian movements in order to test common daily scenarios of walking activity in an urban environment. Geographic information systems and web map services are used to create a realistic digital replica of the selected residential area. In the model, the agents try to collect the patches with the highest values to find the optimal route to the destination . During their travel agents have to avoid physical obstacles and adjust their walking behaviour relative to the otherpedestrians. Three exp erimental scenarios are developed and investigated with specific criteria. In these scenarios, collective behaviour has been observed whenever the density of pedestrians rises. I n turn, the necessity of passing other pedestrians induced creativity in finding a route and decreased the collective behaviour. The study has shown that while the majority of agents do not choose the shortest route, they often move close to it.
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来源期刊
Journal of Simulation
Journal of Simulation COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
5.70
自引率
16.00%
发文量
42
期刊介绍: Journal of Simulation (JOS) aims to publish both articles and technical notes from researchers and practitioners active in the field of simulation. In JOS, the field of simulation includes the techniques, tools, methods and technologies of the application and the use of discrete-event simulation, agent-based modelling and system dynamics.
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