About: Optimized Design of Computer Experiments: A Review

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Optimized Design of Computer Experiments: A Review Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This contribution presents the current history of the Design of Experiments (DoE) for computer simulations, so-called Design of Computer Experiments. Especially the methods for designs' optimization with respect to some metrics will be the main topics of this work. The starting point is the description of several criteria that is commonly used to compare and optimize DoEs. An attention is placed on minimax metrics, which describes the largest unsampled space. Then the advances in the design of regular and constrained (mixture) DoEs is presented. Many methods are used within both research areas, however can differ in application details and obtained performances. Finally, the DoEs for adaptive and/or reliability purposes will be investigated employing also methodologies from previous parts. This contribution presents the current history of the Design of Experiments (DoE) for computer simulations, so-called Design of Computer Experiments. Especially the methods for designs' optimization with respect to some metrics will be the main topics of this work. The starting point is the description of several criteria that is commonly used to compare and optimize DoEs. An attention is placed on minimax metrics, which describes the largest unsampled space. Then the advances in the design of regular and constrained (mixture) DoEs is presented. Many methods are used within both research areas, however can differ in application details and obtained performances. Finally, the DoEs for adaptive and/or reliability purposes will be investigated employing also methodologies from previous parts. (en)
Title	Optimized Design of Computer Experiments: A Review Optimized Design of Computer Experiments: A Review (en)
skos:prefLabel	Optimized Design of Computer Experiments: A Review Optimized Design of Computer Experiments: A Review (en)
skos:notation	RIV/68407700:21110/14:00219883!RIV15-GA0-21110___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GAP105/12/1146)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Myšáková, Eva Lepš, Matěj Pospíšilová, Adéla
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta stavební
http://linked.open...dnocenehoVysledku	35003
http://linked.open...ai/riv/idVysledku	RIV/68407700:21110/14:00219883
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	design of experiments; space-filling; constrained design spaces; updating; reliability-based design optimization; surrogate models (en)
http://linked.open.../riv/klicoveSlovo	surrogate models constrained design spaces updating design of experiments space-filling reliability-based design optimization
http://linked.open...ontrolniKodProRIV	[7EB57502B9BE]
http://linked.open...v/mistoKonaniAkce	Neapol
http://linked.open...i/riv/mistoVydani	Stirling
http://linked.open...i/riv/nazevZdroje	Computational Methods for Engineering Technology
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Methods for paralelization of engineering problems using low-cost technologies
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Lepš, Matěj Myšáková, Eva Pospíšilová, Adéla
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-09-02 (xsd:date)
issn	1759-3158
number of pages	20 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Saxe-Coburg Publications
https://schema.org/isbn	978-1-874672-65-4
http://localhost/t...ganizacniJednotka	21110

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 77 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software