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Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind.

Authors :
Hong, Zhimin
Yan, Zaizai
Yan, Jiao
Source :
PLoS ONE; Jul2014, Vol. 9 Issue 7, p1-9, 9p
Publication Year :
2014

Abstract

In this paper, a randomized numerical approach is used to obtain approximate solutions for a class of nonlinear Fredholm integral equations of the second kind. The proposed approach contains two steps: at first, we define a discretized form of the integral equation by quadrature formula methods and solution of this discretized form converges to the exact solution of the integral equation by considering some conditions on the kernel of the integral equation. And then we convert the problem to an optimal control problem by introducing an artificial control function. Following that, in the next step, solution of the discretized form is approximated by a kind of Monte Carlo (MC) random search algorithm. Finally, some examples are given to show the efficiency of the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
9
Issue :
7
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
97362025
Full Text :
https://doi.org/10.1371/journal.pone.0103068