Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F13%3A00205411" target="_blank" >RIV/68407700:21110/13:00205411 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1016/j.compstruc.2013.04.009" target="_blank" >http://dx.doi.org/10.1016/j.compstruc.2013.04.009</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.compstruc.2013.04.009" target="_blank" >10.1016/j.compstruc.2013.04.009</a>

Result language
angličtina
Original language name
Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis
Original language description
A widely used strategy to explore the sensitivity of the model to its inputs is based on a finite set of simulations. These are usually performed for a chosen set of points in a parameter space. An estimate of the sensitivity can be then obtained by computing correlations between the model inputs and outputs. The accuracy of the sensitivity prediction depends on a quality of the points distribution in the parameter space, so-called the design of experiments. The aim of the presented paper is to review and compare available criteria determining an optimal design of experiments for sampling-based sensitivity analysis.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
JM - Structural engineering
OECD FORD branch
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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
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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