Comparison of methods for constrained design of computer experiments

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F14%3A00217896" target="_blank" >RIV/68407700:21110/14:00217896 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Comparison of methods for constrained design of computer experiments
Original language description
A design of experiments creates an essential part in any experimentation, development of meta-models, sensitivity analysis or probability calculations. The creation of the design of experiments is determined by the shape of a design domain. In case of dependent input variables the design domain is constrained. Therefore classical designs developed for regular hypercubes cannot be applied here. This contribution presents comparison of several methods for designs in constrained design domains in terms ofspace-filling properties of the resulting designs and time required for their generation. Examples are focused on a special type of experiments called a mixture experiment, where individual parameters (ingredients) form a unit volume or unit weight. Thiscondition leads to a simplex or a convex polytope shape of the design domain.
Czech name
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Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
20 th International Conference Engineering Mechanics 2014
ISBN
978-80-214-4871-1
ISSN
1805-8248
e-ISSN
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Number of pages
4
Pages from-to
408-411
Publisher name
Brno University of Technology
Place of publication
Brno
Event location
Svratka
Event date
May 12, 2014
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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