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Modeling and Simulation on Co-evolution of Emergency Agents for Unconventional Emergency Water Disaster

机译:非常规应急水灾应急代理协同演化建模与仿真

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摘要

The Unconventional Emergency Water Disaster (UEWD) is a water disaster that the society has not experienced or experienced few times and lacks the knowledge of its evolution and the experience to deal with it. The emergency system for UEWD is a complex adaptive system with different kinds of agents. In this study, we study the co-evolution mechanism of UEWD agents system. A dynamical model based on improved Logistic model and co-evolution theory is proposed. The impact factors of the emergency ability which mainly include the initial emergency capacity, the growth rate of the emergency ability, the maximun of the emergency ability, the quantity of the emergency agents and the coefficients of the competition and cooperation, is simulated and analyzed. The results show that the emergency ability under the co-stable state has nothing to do with the initial emergency capacity and the growth rate of the emergency ability. However, the time which reaches the co-stable state is positively related to the two factors. The maximun of the emergency ability and the quantity of the emergency agents have impacts on the emergency ability. The degree for the competition and cooperation among the agents is the key factor that affects the co-stable state of UEWD agents. At the end, some conclusions and suggestions are given to improve the emergency ability based on the characters of UEWD and the simulation results.
机译:非常规紧急水灾(UEWD)是社会从未经历或经历过几次的水灾,并且缺乏其发展的知识和应对方法。 UEWD的应急系统是一个具有不同代理的复杂自适应系统。在这项研究中,我们研究了UEWD代理系统的协同进化机制。提出了一种基于改进Logistic模型和协同进化理论的动力学模型。对应急能力的影响因素进行了仿真分析,主要包括初始应急能力,应急能力的增长速度,应急能力的最大值,应急代理人的数量以及竞争与合作的系数。结果表明,在共同稳定状态下的应急能力与初始应急能力和应急能力的增长速度无关。但是,达到稳定状态的时间与两个因素成正相关。应急能力的最大化和应急人员的数量对应急能力产生影响。代理商之间的竞争与合作程度是影响UEWD代理商的共同稳定状态的关键因素。最后根据UEWD的特点和仿真结果,提出了提高应急能力的结论和建议。

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