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Statements

Subject Item
n2:RIV%2F68407700%3A21110%2F14%3A00219883%21RIV15-GA0-21110___
rdf:type
skos:Concept n7:Vysledek
dcterms: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.
dcterms:title
Optimized Design of Computer Experiments: A Review Optimized Design of Computer Experiments: A Review
skos:prefLabel
Optimized Design of Computer Experiments: A Review Optimized Design of Computer Experiments: A Review
skos:notation
RIV/68407700:21110/14:00219883!RIV15-GA0-21110___
n3:aktivita
n11:P
n3:aktivity
P(GAP105/12/1146)
n3:dodaniDat
n15:2015
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n10:D
n3:duvernostUdaju
n17:S
n3:entitaPredkladatele
n13:predkladatel
n3:idSjednocenehoVysledku
35003
n3:idVysledku
RIV/68407700:21110/14:00219883
n3:jazykVysledku
n9:eng
n3:klicovaSlova
design of experiments; space-filling; constrained design spaces; updating; reliability-based design optimization; surrogate models
n3:klicoveSlovo
n8:updating n8:space-filling n8:reliability-based%20design%20optimization n8:surrogate%20models n8:design%20of%20experiments n8:constrained%20design%20spaces
n3:kontrolniKodProRIV
[7EB57502B9BE]
n3:mistoKonaniAkce
Neapol
n3:mistoVydani
Stirling
n3:nazevZdroje
Computational Methods for Engineering Technology
n3:obor
n12:JD
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
3
n3:projekt
n14:GAP105%2F12%2F1146
n3:rokUplatneniVysledku
n15:2014
n3:tvurceVysledku
Lepš, Matěj Pospíšilová, Adéla Myšáková, Eva
n3:typAkce
n18:WRD
n3:zahajeniAkce
2014-09-02+02:00
s:issn
1759-3158
s:numberOfPages
20
n21:hasPublisher
Saxe-Coburg Publications
n19:isbn
978-1-874672-65-4
n16:organizacniJednotka
21110