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Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind
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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4114472/ https://www.ncbi.nlm.nih.gov/pubmed/25072373 http://dx.doi.org/10.1371/journal.pone.0103068 |
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author | Hong, Zhimin Yan, Zaizai Yan, Jiao |
author_facet | Hong, Zhimin Yan, Zaizai Yan, Jiao |
author_sort | Hong, Zhimin |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4114472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-41144722014-08-04 Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind Hong, Zhimin Yan, Zaizai Yan, Jiao PLoS One Research Article 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. Public Library of Science 2014-07-29 /pmc/articles/PMC4114472/ /pubmed/25072373 http://dx.doi.org/10.1371/journal.pone.0103068 Text en © 2014 Hong et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Hong, Zhimin Yan, Zaizai Yan, Jiao Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind |
title | Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind |
title_full | Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind |
title_fullStr | Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind |
title_full_unstemmed | Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind |
title_short | Random Search Algorithm for Solving the Nonlinear Fredholm Integral Equations of the Second Kind |
title_sort | random search algorithm for solving the nonlinear fredholm integral equations of the second kind |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4114472/ https://www.ncbi.nlm.nih.gov/pubmed/25072373 http://dx.doi.org/10.1371/journal.pone.0103068 |
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