کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4630859 1340610 2012 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Accuracy of approximations of solutions to Fredholm equations by kernel methods
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Accuracy of approximations of solutions to Fredholm equations by kernel methods
چکیده انگلیسی
Approximate solutions to inhomogeneous Fredholm integral equations of the second kind by radial and kernel networks are investigated. Upper bounds are derived on errors in approximation of solutions of these equations by networks with increasing model complexity. The bounds are obtained using results from nonlinear approximation theory. The results are applied to networks with Gaussian and kernel units and illustrated by numerical simulations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 218, Issue 14, 15 March 2012, Pages 7481-7497
نویسندگان
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