On one approach to using of fractional analysis for hybrid modeling of information distribution processes

Eugene Ivokhin, L. Adzhubey, Y. Naumenko, M. Makhno
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Abstract

The article discusses a technique for constructing a model and a method for finding solutions in the problem of imitating the process of information dissemination based on the use of a boundary value problem for a fractional differential equation in partial derivatives. It is proposed to use the analogy technique for modeling information dissemination processes, which is based on the use of the features of a fractional analysis and the diffuse nature of information penetration processes. A method for constructing hybrid models is proposed, which makes it possible to take into account changes in the interval of values of the spatial variable over time. Homogeneous and inhomogeneous models of diffusion processes are considered, which make it possible to numerically obtain and analyze experimental data for solving problems of monitoring the levels of information dissemination in social groups.
利用分数分析法进行信息分布过程混合建模的一种方法
本文利用分数阶微分方程的偏导数边值问题,讨论了模拟信息传播过程问题的一种模型构造技术和求解方法。利用分数分析的特点和信息渗透过程的弥漫性,提出了利用类比技术对信息传播过程进行建模的方法。提出了一种构造混合模型的方法,该方法可以考虑空间变量的取值区间随时间的变化。考虑了扩散过程的同质和非同质模型,使实验数据的数值获取和分析成为可能,从而解决了监测社会群体中信息传播水平的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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