A Numerical Method for Linear Stochastic Ito-Volterra Integral Equation Driven by Fractional Brownian Motion

In this paper, a basis function of haar wavelets function is proposed for solving linear stochastic Ito-Volterra integral equation(SIVIE) driven by fractional Brownian motion(FBM). The proposed method is based on the stochastic operations matrix of the Haar wavelets basis(HWB). They are effective for evaluating the stochastic undetermined function. Finally, some numerical examples related to the proposed method affirm the capability and efficiency.

[1]  Khosrow Maleknejad,et al.  Numerical method for solving linear stochasticIto-Volterra integral equations driven by fractional Brownian motion using hat functions , 2017 .

[2]  George F. Simmons The Existence and Uniqueness of Solutions , 2016 .

[3]  Nasser Aghazadeh,et al.  Numerical solution of Volterra integral equations of the second kind with convolution kernel by using Taylor-series expansion method , 2005, Appl. Math. Comput..

[4]  T. A. Bronikowski An integrodifferential system which occurs in reactor dynamics , 1970 .

[5]  Hongyan Liu,et al.  Barycentric interpolation collocation methods for solving linear and nonlinear high-dimensional Fredholm integral equations , 2018, J. Comput. Appl. Math..

[6]  Khosrow Maleknejad,et al.  Interpolation solution in generalized stochastic exponential population growth model , 2012 .

[7]  D. Williams STOCHASTIC DIFFERENTIAL EQUATIONS: THEORY AND APPLICATIONS , 1976 .

[8]  K. Atkinson The Numerical Solution of Integral Equations of the Second Kind , 1997 .

[9]  Peter E. Kloeden Stochastic Differential Equations , 2011, International Encyclopedia of Statistical Science.

[10]  F. Roush Introduction to Stochastic Integration , 1994 .

[11]  E. A. Galperin,et al.  Variable transformations in the numerical solution of second kind Volterra integral equations with continuous and weakly singular kernels; extensions to Fredholm integral equations , 2000 .

[12]  F. Mohammadi Second Kind Chebyshev Wavelet Galerkin Method for Stochastic Itô-Volterra Integral Equations , 2016 .

[13]  Keyan Wang,et al.  Least squares approximation method for the solution of Volterra-Fredholm integral equations , 2014, J. Comput. Appl. Math..

[14]  L. Decreusefond,et al.  Stochastic Analysis of the Fractional Brownian Motion , 1999 .

[15]  Hermann Brunner,et al.  The Numerical Solution of Nonlinear Volterra Integral Equations of the Second Kind by Collocation and Iterated Collocation Methods , 1987 .