基于多智能体的医院复杂系统建模与仿真

Yan Hongqiao, Liu Xihua, Wu Fei, Li Weizi
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引用次数: 11

摘要

提出了一种基于多智能体技术对医院复杂系统进行建模和仿真的方法。设计了具有智能和协调特征的医院代理的形成,定义了消息对象,设计了基于自主活动机制和协调机制的模型运行机制。此外,利用符号学的方法和理论,介绍了本体库和规范库等,扩大了系统建模的方法。利用Swarm开发了基于多智能体的仿真系统,有利于对模型进行测试和优化。有利于指导医院改进组织管理,优化工作流程,提高医疗服务质量,降低医疗收费成本。
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Multi-agent based modeling and simulation of complex system in hospital
This study puts forward a method to model and simulate the complex system of hospital on the basis of multi-agent technology. The formation of the agents of hospitals with intelligent and coordinative characteristics was designed, the message object was defined, and the model operating mechanism based on the mechanism of autonomous activities and coordination mechanism was also designed. In addition, the Ontology library and Norm library etc. were introduced using semiotic method and theory, to enlarge the method of system modeling. Swarm was used to develop the multi-agent based simulation system, which is favorable for carrying out test and optimization of the model. It is also favorable for making guidelines for hospital's improving its organization and management, optimizing the working procedure, improving the quality of medical care as well as reducing medical charge costs.
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