Surrogate Based Evaluation of the Design of Experiments

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F16%3A00304983" target="_blank" >RIV/68407700:21110/16:00304983 - 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
Surrogate Based Evaluation of the Design of Experiments
Original language description
Meta-modeling also known as Surrogate Modeling is one of the commonly used tools for analysis of complex systems’ behavior. The meta-model is constructed based on training data which consist of the training points generated via Design of Experiments (DoE) and responses of the original model evaluated in these training points. The positioning of the points is crucial for the approximation quality of the meta-model. Therefore it is appropriate to assess the DoE’s quality not only using the common geometrical or statistical criteria but also from the point of view of its actual particular purpose. Such testing is able to recognize the appropriate set of training points and also the possible ability of the individual meta-models for actual problem.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Modern Methods of Experimental and Computational Investigations in Area of Construction II
ISBN
978-3-0357-1092-2
ISSN
1022-6680
e-ISSN
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Number of pages
5
Pages from-to
148-152
Publisher name
Trans Tech Publications Inc.
Place of publication
Pfaffikon
Event location
Praha
Event date
Sep 22, 2016
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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