Optimization of Generalized Halton Sequences by Differential Evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F20%3A10246922" target="_blank" >RIV/61989100:27240/20:10246922 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007%2F978-3-030-38629-0_30" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-030-38629-0_30</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-38629-0_30" target="_blank" >10.1007/978-3-030-38629-0_30</a>
Alternative languages
Result language
angličtina
Original language name
Optimization of Generalized Halton Sequences by Differential Evolution
Original language description
Many practical applications such as multidimensional integration and quasi-Monte Carlo simulations rely on a uniform sampling of high-dimensional spaces. Halton sequences are d-dimensional quasirandom sequences that fill the d-dimensional hyperspace uniformly and can be generated with low computational costs. Generalized (scrambled) Halton sequences improve the properties of plain Halton sequences in higher dimensions by digit scrambling. Discrete nature-inspired optimization methods have been used to search for scrambling permutations of d-dimensional generalized Halton sequences that minimized the discrepancy of the generated point sets in the past. In this work, a continuous nature-inspired optimization method, the differential evolution, is used to optimize generalized Halton sequences. (C) 2020, Springer Nature Switzerland AG.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
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/EF17_049%2F0008425" target="_blank" >EF17_049/0008425: A Research Platform focused on Industry 4.0 and Robotics in Ostrava Agglomeration</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
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Volume 11968
ISBN
978-3-030-38628-3
ISSN
0302-9743
e-ISSN
1611-3349
Number of pages
13
Pages from-to
370-382
Publisher name
Springer
Place of publication
Cham
Event location
Chania
Event date
May 27, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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