Sequential Space-Filling Design Strategies

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F12%3A00199623" target="_blank" >RIV/68407700:21110/12:00199623 - isvavai.cz</a>

Výsledek na webu

<a href="http://esco2012.femhub.com/media/boa.pdf" target="_blank" >http://esco2012.femhub.com/media/boa.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Sequential Space-Filling Design Strategies

Popis výsledku v původním jazyce

Space-Filling Design Strategies constitute an essential part of a surrogate modeling. Two main objectives are usually placed on the resulting designs - orthogonality and space-filling properties. The last decade has witnessed the development of several methods for the latter objective. These methods are based on totally different ideas and are characterized by distant complexities. In detail, our contribution presents and compares several different techniques of sequential quasirandom numbers generators. A part of them ensures special properties like Latin Hypercube Sampling (LHS) restrictions aimed at reliability calculations; the next part are simple sequential random number generators and the last part are algorithms incorporating Delaunay triangulations for recognition of unsampled space.

Název v anglickém jazyce

Sequential Space-Filling Design Strategies

Popis výsledku anglicky

Space-Filling Design Strategies constitute an essential part of a surrogate modeling. Two main objectives are usually placed on the resulting designs - orthogonality and space-filling properties. The last decade has witnessed the development of several methods for the latter objective. These methods are based on totally different ideas and are characterized by distant complexities. In detail, our contribution presents and compares several different techniques of sequential quasirandom numbers generators. A part of them ensures special properties like Latin Hypercube Sampling (LHS) restrictions aimed at reliability calculations; the next part are simple sequential random number generators and the last part are algorithms incorporating Delaunay triangulations for recognition of unsampled space.

Druh

O - Ostatní výsledky

CEP obor

JM - Inženýrské stavitelství

OECD FORD obor

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Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

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

Rok uplatnění

2012

Kód důvěrnosti údajů

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