Article ID Journal Published Year Pages File Type
4630859 Applied Mathematics and Computation 2012 17 Pages PDF
Abstract
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.
Related Topics
Physical Sciences and Engineering Mathematics Applied Mathematics
Authors
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