Sequential designs of experiments for sampling-based sensitivity analysis


Abstract eng:
Widely used strategy to assess the sensitivity is based on a set of simulations for a given sets of input parameters, i.e. points in the design space. The accuracy of the sensitivity prediction depends on the choice and the number of design points called the design of experiments. Moreover, once the design of experiments is created, the obtained sensitivity prediction may be inaccurate because of the insufficient number of design points. To improve the prediction, new design points should be sequentially added into the existing design.

Contributors:
Publisher:
Institute of Theoretical and Applied Mechanics, AS CR, Prague
Conference Title:
Conference Title:
Engineering Mechanics 2012
Conference Venue:
Svratka (CZ)
Conference Dates:
12/05/2014 - 15/05/2014
Rights:
Text je chráněný podle autorského zákona č. 121/2000 Sb.



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 Record created 2014-12-04, last modified 2014-12-04


Original version of the author's contribution as presented on CD, paper (No. 246).:
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