Minimum-Volume Covering Ellipsoids: Improving the Efficiency of the Wolfe-Atwood Algorithm for Large-Scale Instances by Pooling and Batching
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F19%3APU136450" target="_blank" >RIV/00216305:26210/19:PU136450 - isvavai.cz</a>
Result on the web
<a href="https://mendel-journal.org/index.php/mendel/article/view/104" target="_blank" >https://mendel-journal.org/index.php/mendel/article/view/104</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.13164/mendel.2019.2.019" target="_blank" >10.13164/mendel.2019.2.019</a>
Alternative languages
Result language
angličtina
Original language name
Minimum-Volume Covering Ellipsoids: Improving the Efficiency of the Wolfe-Atwood Algorithm for Large-Scale Instances by Pooling and Batching
Original language description
The Minimum-Volume Covering Ellipsoid (MVCE) problem is an important opti-mization problem that comes up in various areas of engineering and statistics. Inthis paper, we improve the state-of-the-art Wolfe-Atwood algorithm for solving theMVCE problem with pooling and batching procedures. This implementation yieldssignificant improvements on the runtime of the algorithm for large-scale instancesof the MVCE problem, which is demonstrated on quite extensive computationalexperiments.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/LTC18053" target="_blank" >LTC18053: Advanced Methods of Nature-Inspired Optimisation and HPC Implementation for the Real-Life Applications</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Mendel Journal series
ISSN
1803-3814
e-ISSN
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Volume of the periodical
25
Issue of the periodical within the volume
2
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
8
Pages from-to
19-26
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85099007354