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Agent-based Simulation Systems for Emergency Management 被引量:1
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作者 zhi-chao song Yuan-Zheng Ge +1 位作者 Hong Duan Xiao-Gang Qiu 《International Journal of Automation and computing》 EI CSCD 2016年第2期89-98,共10页
Emergencies, which are very difficult to be forecasted, would always bring about huge harm to people. Therefore, to find ways to reduce such devastating effects, researches on emergency management have turned to be pa... Emergencies, which are very difficult to be forecasted, would always bring about huge harm to people. Therefore, to find ways to reduce such devastating effects, researches on emergency management have turned to be paramount. Nowadays, the rapid development of computer technology has supplied a new and effective idea for the researches of emergency management, namely that the researches can be done in computers by performing simulation experiments according to the artificial societies, computational experiments, parallel execution (ACP) approach. Guided by this approach, this paper has proposed one agent-based prototype simulation system to research emergency management. Firstly, structure of the simulation system oriented to emergency management was analyzed and designed. Then a simulation system oriented to public health emergency management was constructed to study the transmission of infectious diseases. Finally, several experiments were carried out based on the system, with several significant conclusions having also been obtained. 展开更多
关键词 Agent-based simulation emergency management artificial societies computational experiments parallel execution (ACP) simulation system public health transmission of infectious diseases.
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Statistical analysis and modeling of residential buildings for artificial Beijing reconstruction
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作者 zhi-chao song Rong-Qing Meng +1 位作者 Hong Duan Xiao-Gang Qiu 《International Journal of Modeling, Simulation, and Scientific Computing》 EI 2016年第2期63-74,共12页
Environment model is an important component of an artificial society.To level up the resolution of residence-building environment models in artificial Beijing,we divide residential buildings in Beijing into two catego... Environment model is an important component of an artificial society.To level up the resolution of residence-building environment models in artificial Beijing,we divide residential buildings in Beijing into two categories,which are noncommunity residential buildings and community residential buildings,and statistically analyze the numbers of floors and areas of the real residential buildings.In this paper,we have exhibited the distribution of numbers of floors in noncommunity residential buildings and community residential buildings.Furthermore,we analyze the distribution of areas of noncommunity residential buildings and residence-use proportions of community zones by Nonlinear Regression.Results indicate that areas of noncommunity residential buildings in Beijing obey the log-normal distribution and residence-use proportions of community zones obey normal distribution.According to the statistical models,the virtual residential buildings in artificial Beijing can be endowed with rational attribute values. 展开更多
关键词 Data-driven modeling artificial society environment modeling residential buildings
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