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Surface Approximation using RBFs with L1 Norm in Polynomial Form


Ban, Dario; Perišić, Stipe
Surface Approximation using RBFs with L1 Norm in Polynomial Form // 2016 International Multidisciplinary Conference On Computer And Energy Science (SpliTech)
Split: FESB, University of Split, 2016. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo)


Naslov
Surface Approximation using RBFs with L1 Norm in Polynomial Form

Autori
Ban, Dario ; Perišić, Stipe

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), ostalo

Izvornik
2016 International Multidisciplinary Conference On Computer And Energy Science (SpliTech) / - Split : FESB, University of Split, 2016

ISBN
978-953-290-063-7

Skup
INTERNATIONAL MULTIDISCIPLINARY CONFERENCE ON COMPUTER AND ENERGY SCIENCE

Mjesto i datum
Hrvatska, Split, 13-15.07.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Surface approximation, RBF, L1 norm, integer exponent

Sažetak
Radial basis functions (RBF) are meshless description method, usually used for solving scattered data interpolation problem. Except interpolation, they are usually used as basis functions in neural networks, with basic purpose of approximation of learned data. It is recently shown that beside RBFs with L2 norm, RBF definitions with L1 norm can be used, too. It will be shown in this paper that surface approximation using RBFs with L1 norm enable usage of computationally suitable polynomial form with integer function exponents.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Brodogradnja, Računarstvo



POVEZANOST RADA


Ustanove
Fakultet elektrotehnike, strojarstva i brodogradnje, Split