2015
DOI: 10.1016/j.camwa.2015.04.030
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The method of approximate particular solutions for the time-fractional diffusion equation with a non-local boundary condition

Abstract: a b s t r a c tIn this paper, we consider the numerical solution of the time-fractional diffusion equation with a non-local boundary condition. The method of approximate particular solutions (MAPS) using multiquadric radial basis function (MQ-RBF) is employed for this equation. Due to the accuracy of the MQ-based meshless methods is severely influenced by the shape parameter, we adopt a leave-one-out cross validation (LOOCV) algorithm proposed by Rippa [34] to enhance the performance of the MAPS. The numerica… Show more

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Cited by 23 publications
(6 citation statements)
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References 40 publications
(65 reference statements)
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“…To the best of our current knowledge, the meshless schemes, including Kansa method [14], method of fundamental solutions [15], method of particular solutions [16,17], element-free Galerkin method [18], local point interpolation [19], and boundary knot method [20], are widely used to approximate a large class of partial differential equations in science and engineering fields. As reported in the literatures, the MPS has been applied to solve the Navier-Stokes problem [21], wave propagation problem [22], and time-fractional diffusion problem [23]. Despite the effectiveness of the MPS, there are some disadvantages such as the ill-conditioned collocation matrix, the uncertainty of the shape parameters, and difficulties in deriving the closed-form particular solutions for general differential operators, and for more details, please refer to [12,17,[24][25][26] and the references cited therein.…”
Section: Introductionmentioning
confidence: 99%
“…To the best of our current knowledge, the meshless schemes, including Kansa method [14], method of fundamental solutions [15], method of particular solutions [16,17], element-free Galerkin method [18], local point interpolation [19], and boundary knot method [20], are widely used to approximate a large class of partial differential equations in science and engineering fields. As reported in the literatures, the MPS has been applied to solve the Navier-Stokes problem [21], wave propagation problem [22], and time-fractional diffusion problem [23]. Despite the effectiveness of the MPS, there are some disadvantages such as the ill-conditioned collocation matrix, the uncertainty of the shape parameters, and difficulties in deriving the closed-form particular solutions for general differential operators, and for more details, please refer to [12,17,[24][25][26] and the references cited therein.…”
Section: Introductionmentioning
confidence: 99%
“…In this paper, a meshless discretization technique based on MQ RBF and its modified form i.e integrated MQ RBF is applied for the numerical solution of elliptic PDEs with nonlocal boundary conditions (NBC). In the last decades, RBF-based collocation technique for the solution of nonlocal boundary value problems has been vital research area in many branches of science and hence was successfully applied to solve such problems numerically [20][21][22]. One-dimensional hyperbolic equation with integral boundary condition was studied in [23].…”
Section: Introductionmentioning
confidence: 99%
“…Such fractional models are used extensively by many experts to explain their complicated structures easily, simplified the controlling design without any loss of hereditary behaviors as well as create nature issues closely understandable for these phenomena. Accordingly, fractional-order derivatives provide more accurate models of realism problems than integer-order derivatives; they are actually found to be a suitable tool to describe certain physical and engineering problems including advection–diffusion models, dynamical mathematical models, electrical circuits models and networks models (El-Ajou et al , 2015; Abu Arqub et al , 2015; Zhao and Deng, 2015; Ray, 2016; Chen et al , 2016; Yana and Yang, 2015; El-Ajou et al , 2015; Ortigueira and Machado, 2003; Raja et al , 2015; Raja et al , 2017; Ray, 2007; Ray et al , 2008; Ray and Gupta, 2016a, 2016b; Ray, 2013; Ray and Gupta, 2014). Developing analytical and numerical methods for the solutions of time-fractional PDEs is a very important task owing to their practical interest.…”
Section: Introductionmentioning
confidence: 99%