Conditionality Analysis of the Radial Basis Function Matrix

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F20%3A43961698" target="_blank" >RIV/49777513:23520/20:43961698 - isvavai.cz</a>

Result on the web

<a href="https://link.springer.com/chapter/10.1007%2F978-3-030-58802-1_3" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-030-58802-1_3</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-030-58802-1_3" target="_blank" >10.1007/978-3-030-58802-1_3</a>

Result language

angličtina

Original language name

Conditionality Analysis of the Radial Basis Function Matrix

Original language description

The global RBFs lead to an ill-conditioned system of linear equations, in general. This contribution analyzes conditionality of the Gauss and the Thin Plate Spline (TPS) functions. Experiments made proved dependency of the shape parameter and number of points, which can be described as an analytical function.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/GA17-05534S" target="_blank" >GA17-05534S: Meshless methods for large scattered spatio-temporal vector data visualization</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2020

Confidentiality

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

Article name in the collection

ICCSA 2020

ISBN

978-3-030-58802-1

ISSN

0302-9743

e-ISSN

1611-3349

Number of pages

14

Pages from-to

30-43

Publisher name

Springer

Place of publication

Cham

Event location

Cagliari, Italy

Event date

Jul 1, 2020

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000719685200003