Modifications of Differential Evolution with Composite Trial Vector Generation Strategies
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F13%3AA13014L0" target="_blank" >RIV/61988987:17610/13:A13014L0 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Modifications of Differential Evolution with Composite Trial Vector Generation Strategies
Original language description
Differential evolution algorithm with composite trial vector generation strategies and control parameters has been proposed recently. The performance of this algorithm is claimed to be better or competitive in comparison with the state-of-the-art variants of differential evolution. When we attempted to implement the algorithm according to the published description, several modified variants appear to follow the description of the algorithm. These variants of the algorithm were compared experimentally inbenchmark problems. One of newly proposed variants outperforms the other variants significantly, including the variant used by the authors of the algorithm in their published experimental comparison.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</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
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
7th International Conference SOCO'12
ISBN
978-3-642-32921-0
ISSN
2194-5357
e-ISSN
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Number of pages
10
Pages from-to
113-122
Publisher name
Springer
Place of publication
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Event location
Ostrava
Event date
Sep 5, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000312974600012