Accuracy of approximations of solutions to Fredholm equations by kernel methods

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F12%3A00373097" target="_blank" >RIV/67985807:_____/12:00373097 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1016/j.amc.2012.01.015" target="_blank" >http://dx.doi.org/10.1016/j.amc.2012.01.015</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.amc.2012.01.015" target="_blank" >10.1016/j.amc.2012.01.015</a>

Result language

angličtina

Original language name

Accuracy of approximations of solutions to Fredholm equations by kernel methods

Original language description

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.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2012

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Applied Mathematics and Computation

ISSN

0096-3003

e-ISSN

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Volume of the periodical

218

Issue of the periodical within the volume

14

Country of publishing house

US - UNITED STATES

Number of pages

17

Pages from-to

7481-7497

UT code for WoS article

000300783300015

EID of the result in the Scopus database

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