文章基本信息

标题：Creating Data Outputs from Multi Agent Traffic Micro Simulation to Assimilation with Real Traffic Data
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作者：Michala Drozdova ; Petr Rapant ; Jan Plucar 等
期刊名称：Computer Science & Information Technology
电子版ISSN：2231-5403
出版年度：2013
卷号：3
期号：8
页码：351-367
DOI：10.5121/csit.2013.3829
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：The intensive development of traffic engineering and technologies that are integrated into vehicles, roads and their surroundings, bring opportunities of real time transport mobility modeling. Based on such model it is then possible to establish a predictive layer that is capable of predicting short and long term traffic flow behavior. It is possible to create the real time model of traffic mobility based on generated data. However, data may have different geographical, temporal or other constraints, or failures. It is therefore appropriate to develop tools that artificially create missing data, which can then be assimilated with real data. This paper presents a mechanism describing strategies of generating artificial data using microsimulations. It describes traffic microsimulation based on our solution of multiagent framework over which a system for generating traffic data is built. The system generates data of a structure corresponding to the data acquired in the real world
关键词：Traffic microsimulation; multiagent system; artificial traffic data; dynamic model of mobility