Hierarchical Topology in Parallel Differential Evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F15%3AA1501E3S" target="_blank" >RIV/61988987:17310/15:A1501E3S - 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
Hierarchical Topology in Parallel Differential Evolution
Original language description
A new differential evolution (DE) algorithm with a parallel hierarchical topology (HDE) is proposed. The main goal of the paper is to study how the performance of the algorithm is influenced by the use of parallel migration model. The hierarchical modelhas several control parameters and the influence of these parameters setting is also studied. The performance of HDE algorithm is compared with non-parallel DE algorithm on CEC2013 benchmark suite. Experimental results show that the HDE outperforms the non-parallel DE algorithm significantly in 27 out of 28 test problems.
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
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
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 8962
ISBN
978-3-319-15584-5
ISSN
0302-9743
e-ISSN
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Number of pages
8
Pages from-to
62-69
Publisher name
Springer-Verlag
Place of publication
Berlin Heidelberg
Event location
Borovets, Bulgaria
Event date
Aug 20, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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