Application of parametric identification method and radial basis function networks for solution of inverse boundary value problems

Autor:	Mohie M. Alqezweeni, Valerievich Z. Orbachenko, Vladimir Gorbachenko, Mustafa Sadeq Jaafar
Rok vydání:	2017
Předmět:	Generalized inverse Iterative method Mathematical analysis Method of fundamental solutions Inverse Radial basis function Boundary value problem Inverse problem Regularization (mathematics) Mathematics
Zdroj:	2017 Annual Conference on New Trends in Information & Communications Technology Applications (NTICT).
DOI:	10.1109/ntict.2017.7976151
Popis:	Based on the parametric identification method and radial basis function networks, the meshfree approach to the solution of inverse coefficient problems of mathematical physics is proposed. For regularization of the solution, an iterative method is used where the number of iterations, determined by the norm of the residual, plays the role of the regulator. The effectiveness of the approach is confirmed by the example of inverse coefficient problems for elliptic equations.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::8aaebb8a5fede0d48932f4c06e904a13 https://doi.org/10.1109/ntict.2017.7976151 Zobrazit plný text záznamu