荣莉莉

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教授

博士生导师

硕士生导师

性别:女

毕业院校:上海交通大学

学位:博士

所在单位:系统工程研究所

学科:管理科学与工程

办公地点:经济管理学院大楼

联系方式:0411-84708073

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基于离散Hopf iel d神经网络的突发事件连锁反应路径推演模型

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论文类型:期刊论文

发表时间:2022-06-29

发表刊物:大连理工大学学报

所属单位:经济管理学院

期号:4

页面范围:607-614

ISSN号:1000-8608

摘要:Emergency events and the resulting chain reactions would cause serious consequences ,if the chain reaction path was known in advance , the chain would be interrupted and the disaster reduced .To solve this problem ,an emergency event chain reaction path deduction model based on discrete Hopfield neural network is presented . The model uses the Hopfield neural network to represent a normal emergency event network ,then deduct the chain reaction path of the emergency event according to the principle of the chain reaction ,and by setting the threshold of the neurons ,it maps the inference process of emergency event chain reaction to the evolution process of Hopfield neural network ,and the chain reaction path of initial emergency event can be found out by running the Hopfield neural network .Finally ,the rationality of this method is validated by analyzing the resulting chain reactions of earthquake .

备注:新增回溯数据