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Numerical analysis of the fractional evolution model for heat flow in materials with memory

O. Nikan, Hossein Jafari, A. Golbabai

2020Alexandria Engineering Journal60 citationsDOIOpen Access PDF

Abstract

This paper develops the solution of the two-dimensional time fractional evolution model using finite difference scheme derived from radial basis function (RBF-FD) method. In this discretization process, a finite difference formula is implemented to discrete the temporal variable, while the local RBF-FD formulation is utilized to approximate the spatial variable. The pattern of data distribution in the local support domain is assumed as having a fixed number of nodes. The local RBF-FD is based on the local support domain that leads to a sparsity system and also avoids the ill-conditioning problem caused by global collocation method. The stability and convergence of time-discrete approach in H1-norm are discussed by means of the energy method. Numerical results illustrate the proposed method and demonstrate that it provides accurate solutions on regular and irregular computational domains.

Topics & Concepts

DiscretizationMathematicsRadial basis functionApplied mathematicsConvergence (economics)Basis functionStability (learning theory)Mathematical optimizationNorm (philosophy)Collocation methodVariable (mathematics)AlgorithmMathematical analysisComputer scienceArtificial neural networkOrdinary differential equationDifferential equationLawEconomic growthPolitical scienceMachine learningEconomicsFractional Differential Equations SolutionsNumerical methods in engineeringDifferential Equations and Numerical Methods
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