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用于计算分析的非线性抛物型方程的多变量线性代数离散化

Multivariable Linear Algebraic Discretization of Nonlinear Parabolic Equations for Computational Analysis.

作者信息

Zuo Li, Mei Fengtai

机构信息

School of Nursing, Chengdu Polytechnic, Chengdu 610071, China.

College of General Education, Chengdu Polytechnic, Chengdu 610071, China.

出版信息

Comput Intell Neurosci. 2022 Sep 29;2022:6323418. doi: 10.1155/2022/6323418. eCollection 2022.

Abstract

Since the nonlinear parabolic equation has many variables, its calculation process is mostly an algebraic operation, which makes it difficult to express the discrete process concisely, which makes it difficult to effectively solve the two grid algorithm problems and the convergence problem of reaction diffusion. The extended mixed finite element method is a common method for solving reaction-diffusion equations. By introducing intermediate variables, the discretized algebraic equations have great nonlinearity. To address this issue, the paper proposes a multivariable linear algebraic discretization method for NPEs. First, the NPE is discretized, the algebraic form of the nonlinear equation is transformed into the vector form, and the rough set (RS) and information entropy (IE) are constructed to allocate the weights of different variable attributes. According to the given variable attribute weight, the multiple variables in the equation are discretized by linear algebra. It can effectively solve the two grid algorithm problems and the convergence problem of reaction diffusion and has good adaptability in this field.

摘要

由于非线性抛物型方程具有多个变量,其计算过程大多是代数运算,这使得难以简洁地表达离散过程,进而难以有效解决双网格算法问题以及反应扩散的收敛问题。扩展混合有限元方法是求解反应扩散方程的常用方法。通过引入中间变量,离散化的代数方程具有很大的非线性。为解决这一问题,本文提出了一种针对非线性抛物型方程的多变量线性代数离散化方法。首先,对非线性抛物型方程进行离散化,将非线性方程的代数形式转化为向量形式,并构建粗糙集(RS)和信息熵(IE)来分配不同变量属性的权重。根据给定的变量属性权重,通过线性代数对方程中的多个变量进行离散化。它能够有效解决双网格算法问题以及反应扩散的收敛问题,并且在该领域具有良好的适应性。

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