Searching for Minimax Designs of Experiments: A Parallel Evolutionary Approach

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F13%3A00205080" target="_blank" >RIV/68407700:21110/13:00205080 - isvavai.cz</a>
Result on the web
<a href="http://www.ctresources.info/ccp/paper.html?id=7297" target="_blank" >http://www.ctresources.info/ccp/paper.html?id=7297</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4203/ccp.101.18" target="_blank" >10.4203/ccp.101.18</a>

Result language
angličtina
Original language name
Searching for Minimax Designs of Experiments: A Parallel Evolutionary Approach
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 space-filling properties. The last decade has witnessed the development of several methods for the latter objective. One of the metrics, called minimax (mM) represents very interesting research area. Authors think that this metric seems as the most suitable one for practical purposes; howeverits computation for higher dimensions is intractable. Hence our contribution presents a new method on this subject. The core is the usage of the Evolution Strategy algorithm to estimate potential centers of the largest empty spheres. The minimax is thenthe radius of the biggest empty sphere. Therefore the proposed procedure is inexact, however has no memory problem and as is shown in the text, is suitable for parallelization. The serial and parallel versions of the proposed approach are
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
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the Third International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering
ISBN
978-1-905088-56-0
ISSN
1759-3433
e-ISSN
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Number of pages
11
Pages from-to
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Publisher name
Civil-Comp Press Ltd
Place of publication
Stirling
Event location
Pécs
Event date
Mar 25, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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