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Numerical Modeling of virus transmission in a computer network

机译:计算机网络中病毒传播的数值建模

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Numerical Modeling involves construction, implementation and analysis of reliable numerical schemes to solve continuous models. These schemes are constructed with the aim that discrete model exhibits the same behavior as the continuous model. Discrete models must preserve some very important properties like dynamical consistency, positivity and boundedness of the solution. In this paper, a dynamical model for the transmission dynamics of virus in a computer network is analyzed numerically. An unconditionally convergent numerical model has been proposed and analyzed for the same problem. Results are compared with well-known numerical schemes i.e. Euler and Runge-Kutta method of order four (RK-4). Unlike Euler and RK-4 which fail for certain step sizes, the proposed numerical scheme preserves all the essential properties of continuous model and converged to true steady states of the model for any step size used.
机译:数值建模涉及可靠的数值方案的构造,实施和分析,以求解连续模型。构造这些方案的目的是使离散模型表现出与连续模型相同的行为。离散模型必须保留一些非常重要的属性,例如解决方案的动力学一致性,正性和有界性。本文对计算机网络中病毒传播的动力学模型进行了数值分析。提出了一个无条件收敛的数值模型,并对同一问题进行了分析。将结果与众所周知的数值方案(即四阶Euler和Runge-Kutta方法(RK-4))进行比较。与Euler和RK-4不能在某些步长上失败的情况不同,所提出的数值方案保留了连续模型的所有基本特性,并且对于所使用的任何步长都收敛到了模型的真实稳态。

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