基于模糊信息聚类的应急管理资源调度模型  

Resource scheduling model for emergency management based on fuzzy information cluster

作　　者：李云锋 郑勇平 刘洋[2] LI Yunfeng;ZHENG Yongping;LIU Yang(Police Officers College of the Chinese People's Armed Police Force,Chengdu 610213,China;Naval University of Engineering,Wuhan 430033,China)

机构地区：[1]武警警官学院,成都610213 [2]海军工程大学,武汉430033

出　　处：《智能计算机与应用》2020年第2期255-258,共4页Intelligent Computer and Applications

摘　　要：为了提高应急管理资源调度调整能力,提出基于模糊信息聚类的应急管理资源调度方法。构造应急管理资源信息疏导模型,采用物理空间资源均衡配置方法进行应急管理资源的均衡配置,结合模糊关联信息熵特征提取方法进行应急管理资源信息特征挖掘,提取应急管理资源信息的模糊关联信息熵特征量,采用相空间结构重组和平均互信息融合方法,进行应急管理资源调度的模糊信息聚类,通过模糊关联信息熵的分布式属性,实现应急管理资源调度。仿真结果表明,采用该方法进行应急管理资源调度处理的均衡配置能力较好,降低了信息拥堵风险,应急管理资源调度冲突出现的轮数减小,提高了应急管理资源的均衡性和安全性。In order to improve the ability of emergency management resource scheduling adjustment,an emergency management resource scheduling method based on fuzzy information clustering is proposed.The information guidance model of emergency management resources is constructed,and the balanced allocation of emergency management resources is carried out by using physical spatial resource equalization method,and the feature mining of emergency management resource information is carried out by combining the fuzzy association information entropy feature extraction method.The fuzzy-associated information entropy feature of emergency management resource information is extracted,and fuzzy information clustering for emergency management resource scheduling is conducted using phase space structure reorganization and average mutal information fusion methods,therefore emergency management resource scheduling is realized through the distributed attribute of fuzzy association information entropy.The simulation results show that the balanced allocation ability of emergency management resource scheduling with this method is better,which reduces the risk of information congestion,reduces the number of rounds of emergency management resource scheduling conflicts,and improves the balance and security of emergency management resources.

关 键 词：聚类 应急管理 资源 调度 冲突 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]