TY  - JOUR
N2  - 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. 
SN  - 0096-3003
UR  - http://www.sciencedirect.com/science/article/pii/S0096300312000483
TI  - Accuracy of approximations of solutions to Fredholm equations by kernel methods 
AV  - none
KW  - Approximate solutions to integral equations; Radial and kernel-based networks; Gaussian kernels; Model complexity;
Analysis of algorithms
EP  -  7497
ID  - eprints1722
SP  - 7481 
A1  - Gnecco, Giorgio
A1  - K?rková, V?ra
A1  - Sanguineti, Marcello
PB  - Elsevier
IS  - 14
JF  - Applied Mathematics and Computation
Y1  - 2012///
VL  - 218
ER  -