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Some Dynamical Models Involving Fractional-Order Derivatives with the Mittag-Leffler Type Kernels and Their Applications Based upon the Legendre Spectral Collocation Method

H. M. Srivastava, Abedel-Karrem N. Alomari, Khaled M. Saad, Waleed M. Hamanah

2021Fractal and Fractional23 citationsDOIOpen Access PDF

Abstract

Fractional derivative models involving generalized Mittag-Leffler kernels and opposing models are investigated. We first replace the classical derivative with the GMLK in order to obtain the new fractional-order models (GMLK) with the three parameters that are investigated. We utilize a spectral collocation method based on Legendre’s polynomials for evaluating the numerical solutions of the pr. We then construct a scheme for the fractional-order models by using the spectral method involving the Legendre polynomials. In the first model, we directly obtain a set of nonlinear algebraic equations, which can be approximated by the Newton-Raphson method. For the second model, we also need to use the finite differences method to obtain the set of nonlinear algebraic equations, which are also approximated as in the first model. The accuracy of the results is verified in the first model by comparing it with our analytical solution. In the second and third models, the residual error functions are calculated. In all cases, the results are found to be in agreement. The method is a powerful hybrid technique of numerical and analytical approach that is applicable for partial differential equations with multi-order of fractional derivatives involving GMLK with three parameters.

Topics & Concepts

Legendre polynomialsMathematicsFractional calculusAlgebraic equationApplied mathematicsSpectral methodLegendre waveletNonlinear systemCollocation (remote sensing)Associated Legendre polynomialsCollocation methodJacobi polynomialsMathematical analysisDifferential equationOrthogonal polynomialsGegenbauer polynomialsClassical orthogonal polynomialsOrdinary differential equationComputer scienceQuantum mechanicsPhysicsDiscrete wavelet transformMachine learningArtificial intelligenceWavelet transformWaveletFractional Differential Equations SolutionsAdvanced Control Systems DesignNumerical methods for differential equations
Some Dynamical Models Involving Fractional-Order Derivatives with the Mittag-Leffler Type Kernels and Their Applications Based upon the Legendre Spectral Collocation Method | Litcius