Differential Evolution with Competitive Setting of its Control Parameters
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F07%3A00000176" target="_blank" >RIV/61988987:17310/07:00000176 - isvavai.cz</a>
Alternative codes found
RIV/61988987:17610/07:00000090 RIV/61988987:17610/07:00000221 RIV/61988987:17310/07:00000165
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Differential Evolution with Competitive Setting of its Control Parameters
Original language description
This paper is focused on the adaptation of control parameters in differential evolution. The competition of different control parameter settings was proposed in order to ensure the self-adaptation of parameters within the search process. Several variantsof such algorithm were tested on six functions at four levels of search-space dimension. This competitive differential evolution proved to be more reliable and less time-consuming than the standard differential evolution. The competitive differential evolution also outperformed other algorithms that were tested.
Czech name
Differential Evolution with Competitive Setting of its Control Parameters
Czech description
Článek presentuje nový přístup k adaptivnímu nastavení řídicích parametrů algoritmu diferenciální evoluce. Tento přístup je založen na soutěži různých nastavení. Algoritmus je v článku popsán a uvedeno experimentální srovnání s jinými algortimy, jehož výsledky ukazují přínos tohoto soutěživého algoritmu.
Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA201%2F05%2F0284" target="_blank" >GA201/05/0284: Evolutionary algorithms with competing and cooperating heuristics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2007
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
TASK Quarterly - Scientific Bulletin of the Academic Computer Centre in Gdansk
ISSN
1428-6394
e-ISSN
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Volume of the periodical
11
Issue of the periodical within the volume
3
Country of publishing house
PL - POLAND
Number of pages
11
Pages from-to
169
UT code for WoS article
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EID of the result in the Scopus database
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