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基于多智能体仿真的突发事件血液保障研究

Research on Emergency Blood Support Based on Multi-agent Simulation
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摘要 为提高突发事件下血液保障水平,寻求合理的应对策略,通过分析血液供应链的历史运营情况,构建一个考虑采集、库存、生产以及用血等情况的数学模型,基于此构建多智能体仿真模型,并将突发事件系统动力学模型融入多智能体模型中,将系统动力学参数作为影响系统运作的环境变量。结果表明,构建的仿真模型能较好地模拟现实情况,突发事件影响力对血液保障水平具有显著影响,需在突发事件发生后的一周降低影响水平,同时设置订单优先级,以提高血液保障水平。 In order to improve the level of blood support in emergency situations and seek reasonable response strategies,a mathematical model considering collection,inventory,production,and blood usage is constructed by analyzing the historical operation of the blood supply chain.Based on this,a multi-agent simulation model is constructed,and the emergency system dynamics model is integrated into the multi-agent model.System dynamics parameters are used as environmental variables that affect system operation.The results show that the constructed simulation model can better simulate the real situation,and the impact of emergency has a significant impact on the level of blood support.It is necessary to reduce the impact level one week after the occurrence of emergency,while setting order priority to improve the level of blood support.
作者 毛国伟 MAO Guowei(School of Business Administration,Chongqing Technology and Business University,Chongqing 400067,China)
出处 《现代信息科技》 2024年第8期167-170,176,共5页 Modern Information Technology
基金 重庆工商大学研究生创新型科研项目(CYS22607)。
关键词 突发事件 血液供应链 血液保障 多智能体建模 emergency blood supply chain blood support multi-agent modeling
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