About the expectation of the solution of the diffusion equation with random coefficients for the case of independent random processes

Author(s):  
E. Korchagina ◽  
N. Andreeva ◽  
S. Sumera

Author(s):  
Om P. Agrawal ◽  
Shantaram S. Pai

Abstract Random processes play a significant role in stochastic analysis of mechanical systems, structures, fluid mechanics, and other engineering systems. In this paper, a numerical method for series representation of random processes, with specified mean and correlation functions, in wavelet bases is presented. In this method, the Karhunen-Loeve expansion approach is used to represent a process as a linear sum of orthonormal eigenfunctions with uncorrelated random coefficients. The correlation and the eigenfunctions are approximated as truncated linear sums of compactly supported orthogonal wavelets. The eigenfunctions satisfy an integral eigenvalue problem. Using the above approximations, the integral eigenvalue problem is converted to a matrix (finite dimensional) eigenvalue problem. Numerical algorithms are discussed to compute one- and two-dimensional wavelet transforms of certain functions, and the resulting equations are solved to obtain the eigenvalues and the eigenfunctions. The scheme provides an improvement over other existing schemes. Two examples are considered to show the feasibility and effectiveness of this method. Numerical studies show that the results obtained using this method compare well with analytical techniques.



2016 ◽  
Vol 14 (04) ◽  
pp. 1640006
Author(s):  
S. A. Rashkovskiy

It is shown that the Schrödinger equation can be written in the form of the diffusion equation for classical particles moving in a continuous space. A class of classical random processes described by the Schrödinger equation is considered. It is shown that such classical random processes can be used as a tool for the numerical solution of the Schrödinger equation.





2017 ◽  
Vol 17 (8) ◽  
pp. 5-20
Author(s):  
T.V. Besedina

Formula for n-order moment function for the solution of the Cauchy problem for three-dimensional diffusion equation with random coefficients and random initial condition is derived.



2010 ◽  
Vol 46 (7) ◽  
pp. 1068-1070
Author(s):  
M. M. Borovikova ◽  
V. G. Zadorozhniy


Author(s):  
L. Carlomusto ◽  
A. Pianese ◽  
L. M. de Socio


Author(s):  
Bruce Hajek
Keyword(s):  


1976 ◽  
Author(s):  
Renwick E. Curry ◽  
T. Govindaraj
Keyword(s):  


Sign in / Sign up

Export Citation Format

Share Document