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Monitoring in a Lotka–Volterra model

机译:在Lotka–Volterra模型中进行监控

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摘要

The problem of monitoring arises when in an ecosystem, in particular in a system of several populations, observing some components, we want to recover the state of the whole system as a function of time. Due to the difficulty to construct exactly this state process, we look for an auxiliary system called an observer. This system reproduces this process with a certain approximation. This means that the solution of the observer tends to that of the original system. An important concept for this work is observability. This means that from the observation it is possible to recover uniquely the state process, however, without determining a constructive method to obtain it. If observability holds for the original system, it guarantees the existence of an auxiliary matrix that makes it possible to construct an observer of the system. The considered system of populations is described by the classical Lotka–Volterra model with one predator and two preys and the construction of its observer is illustrated with a numerical example. Finally, it is shown how the observer can be used for the estimation of the level of an abiotic effect on the population system.
机译:当在生态系统中,特别是在几个人口的系统中,观察某些组件时,我们想要恢复整个系统的状态随时间变化时,就会出现监视问题。由于难以准确地构造此状态过程,我们寻找一种称为观察者的辅助系统。该系统以某种近似值再现了该过程。这意味着观察者的解决方案倾向于原始系统的解决方案。这项工作的重要概念是可观察性。这意味着从观察中可以唯一地恢复状态过程,而无需确定获得状态过程的构造方法。如果原始系统具有可观察性,则可以保证存在辅助矩阵,从而可以构造系统的观察者。经典的Lotka–Volterra模型用一个捕食者和两个猎物描述了所考虑的种群系统,并通过一个数值示例说明了其观察者的构造。最后,显示了如何将观察者用于评估种群系统上非生物作用的水平。

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