Design of Experiments Suitable for Sampling-based Sensitivity Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F11%3A00187051" target="_blank" >RIV/68407700:21110/11:00187051 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Design of Experiments Suitable for Sampling-based Sensitivity Analysis
Original language description
Nowadays, the numerical models of real-world structures are more precise, more com- plex and, of course, more time-consuming. Despite the growth of a computational effort, the exploration of model behaviour remains a complex task. The sensitivity analysis is a basic tool for investigating the sensitivity of the model to its inputs. One widely used strategy to assess the sensitivity is based on a finite set of simulations for a given sets of input parameters, i.e. points in the design space. An estimateof the sensitivity can be then obtained by computing correlations between the input parame- ters and the chosen response of the model. The accuracy of the sensitivity prediction depends on the choice of design points called the design of experiments. Theaim of the presented paper is to review and compare available criteria determining the design of experiments suitable for sampling-based sensitivity analysis.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GPP105%2F11%2FP370" target="_blank" >GPP105/11/P370: Artificial neural networks in multi-scale modelling of transport processes in heterogeneous materials</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the Second International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering
ISBN
978-1-905088-49-2
ISSN
1759-3433
e-ISSN
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Number of pages
18
Pages from-to
1-18
Publisher name
Civil-Comp Press
Place of publication
Edinburgh
Event location
Chania
Event date
Sep 6, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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