An efficient approach based on radial basis functions for solving stochastic fractional differential equations

被引:19
作者
Ahmadi, N. [1 ]
Vahidi, A. R. [2 ]
Allahviranloo, T. [1 ]
机构
[1] Islamic Azad Univ, Sci & Res Branch, Dept Math, Tehran, Iran
[2] Islamic Azad Univ, Yadegar E Imam Khomeini RAH Shahre Rey Branch, Dept Math, Tehran, Iran
关键词
Stochastic fractional differential equations; Radial basis functions; NUMERICAL-SOLUTION; DERIVATIVES;
D O I
10.1007/s40096-017-0211-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we present a collocation method based on Gaussian Radial Basis Functions (RBFs) for approximating the solution of stochastic fractional differential equations (SFDEs). In this equation the fractional derivative is considered in the Caputo sense. Also we prove the existence and uniqueness of the presented method. Numerical examples confirm the proficiency of the method.
引用
收藏
页码:113 / 118
页数:6
相关论文
共 29 条
[1]   The application of homotopy analysis method to nonlinear equations arising in heat transfer [J].
Abbasbandy, S. .
PHYSICS LETTERS A, 2006, 360 (01) :109-113
[2]   Homotopy perturbation method for quadratic Riccati differential equation and comparison with Adomian's decomposition method [J].
Abbasbandy, S .
APPLIED MATHEMATICS AND COMPUTATION, 2006, 172 (01) :485-490
[3]   Modelling of constrained thin rubber layer with emphasis on damping [J].
Alvelid, Magnus ;
Enelund, Mikael .
JOURNAL OF SOUND AND VIBRATION, 2007, 300 (3-5) :662-675
[4]  
[Anonymous], 2006, Journal of the Electrochemical Society
[5]  
[Anonymous], FRACTIONAL CALCULUS
[6]   On a system of differential equations with fractional derivatives arising in rod theory [J].
Atanackovic, TM ;
Stankovic, B .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2004, 37 (04) :1241-1250
[7]   Root mean square error (RMSE) or mean absolute error (MAE)? - Arguments against avoiding RMSE in the literature [J].
Chai, T. ;
Draxler, R. R. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2014, 7 (03) :1247-1250
[8]   Numerical solution of the nonlinear Klein-Gordon equation using radial basis functions [J].
Dehghan, Mehdi ;
Shokri, Ali .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 230 (02) :400-410
[9]   Solving Riccati differential equation using Adomian's decomposition method [J].
El-Tawil, MA ;
Bahnasawi, AA ;
Abdel-Naby, A .
APPLIED MATHEMATICS AND COMPUTATION, 2004, 157 (02) :503-514
[10]   Time-domain finite element analysis of viscoelastic structures with fractional derivatives constitutive relations [J].
Enelund, M ;
Josefson, BL .
AIAA JOURNAL, 1997, 35 (10) :1630-1637