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On the properties of a piecewise affine model for glucose regulation

机译:关于分段仿射模型的葡萄糖调节特性

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The last four decades have seen the development of several mathematical models describing different aspects of blood glucose regulation, mainly the dynamics of glucose metabolism and the insulin action on glucose production and utilization. One of these models, developed by Ghosh and Maka involves representation of the glucose-insulin dynamics by a (piecewise affine) PWA model. The PWA modeling allows determination of the basal values of physiological variables as well as the point of hopf bifurcation of plasma glucose without carrying out extensive simulations or solving complex transcendental equations. This paper deals with some basic properties regarding the physiological feasibility of the PWA model. Theorems on the positivity and uniqueness of the solution as well as the existence of oscillatory behavior at steady state are proved.
机译:在过去的四十年中,已经看到了一些数学模型的发展,这些模型描述了血糖调节的不同方面,主要是葡萄糖代谢的动力学以及胰岛素对葡萄糖产生和利用的作用。由Ghosh和Maka开发的这些模型之一涉及通过(分段仿射)PWA模型来表示葡萄糖-胰岛素动力学。通过PWA建模,可以确定生理变量的基础值以及血浆葡萄糖的Hopf分叉点,而无需进行大量的模拟或求解复杂的先验方程。本文讨论了有关PWA模型的生理可行性的一些基本属性。证明了溶液的正定性和唯一性定理,以及稳态下振动行为的存在性。

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