Multiobjective Minimax Designs of Experiments

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F13%3A00207515" target="_blank" >RIV/68407700:21110/13:00207515 - 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
Multiobjective Minimax Designs of Experiments
Original language description
Space-Filling Design Strategies known as Design of (Computer) Experiments (DoE) create an essential part of a surrogate modeling. Two main objectives are usually placed on the resulting designs - orthogonality and spacefilling properties. One of the space-filling metrics, called miniMax represents very interesting research area. Given a set of n points in a d-dimensional hypercube, the miniMax is the radius of the biggest sphere with its center inside the hypercube that does not contain any point of theset. Our experiences show that majority of these spheres are located at the border of the admissible domain. However, more dangerous are spheres inside the domain. Therefore, a multiobjective procedure is proposed to take into account not only miniMax,but also the positions of the spheres with respect to the domains center. This procedure can be used for comparing different designs or can be applied as an adaptive sampling strategy based only on geometrical properties without any under
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
S - Specificky vyzkum na vysokych skolach

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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