Evaluation of Pseudorandom Number Generators Based on Residue Arithmetic in Differential Evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F18%3A10241725" target="_blank" >RIV/61989100:27240/18:10241725 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-319-65636-6_30" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-65636-6_30</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-65636-6_30" target="_blank" >10.1007/978-3-319-65636-6_30</a>
Alternative languages
Result language
angličtina
Original language name
Evaluation of Pseudorandom Number Generators Based on Residue Arithmetic in Differential Evolution
Original language description
Sequences of pseudorandom numbers, produced by various pseudorandom number generators (PRNGs), are essential for the implementation of stochastic algorithms, simulations, and methods including nature-inspired computation. The non-determinism, observed in nature, is emulated with the help of pseudorandom values, predefined probabilities and thresholds, and the properties of generated sequences may have significant impact on the computation. They affect both, the ability of the algorithms to find high-quality problem solutions and the speed of the computation. Residue number systems provide means for alternative representation of integers that is suitable for parallel systems. In this work, several PRNGs based on residue arithmetic and residue number systems are empirically investigated as a source of stochasticity for the differential evolution algorithm.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
—
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/GJ16-25694Y" target="_blank" >GJ16-25694Y: Multi-paradigm data mining algorithms based on information retrieval, fuzzy, and bio-inspired methods</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
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 on Data Engineering and Communications Technologies. Volume 8
ISBN
978-3-319-65635-9
ISSN
2367-4512
e-ISSN
neuvedeno
Number of pages
13
Pages from-to
336-348
Publisher name
Springer
Place of publication
Cham
Event location
Toronto
Event date
Aug 24, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000434865700030