Optimized Design of Computer Experiments: A Review

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F14%3A00219883" target="_blank" >RIV/68407700:21110/14:00219883 - 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
Optimized Design of Computer Experiments: A Review
Original language description
This contribution presents the current history of the Design of Experiments (DoE) for computer simulations, so-called Design of Computer Experiments. Especially the methods for designs' optimization with respect to some metrics will be the main topics ofthis work. The starting point is the description of several criteria that is commonly used to compare and optimize DoEs. An attention is placed on minimax metrics, which describes the largest unsampled space. Then the advances in the design of regular and constrained (mixture) DoEs is presented. Many methods are used within both research areas, however can differ in application details and obtained performances. Finally, the DoEs for adaptive and/or reliability purposes will be investigated employing also methodologies from previous parts.
Czech name
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Czech description
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Project
<a href="/en/project/GAP105%2F12%2F1146" target="_blank" >GAP105/12/1146: Methods for paralelization of engineering problems using low-cost technologies</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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