Controlling population size in differential evolution by diversity mechanism
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F17%3AA1801L8B" target="_blank" >RIV/61988987:17610/17:A1801L8B - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-59063-9_36" target="_blank" >http://dx.doi.org/10.1007/978-3-319-59063-9_36</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-59063-9_36" target="_blank" >10.1007/978-3-319-59063-9_36</a>
Alternative languages
Result language
angličtina
Original language name
Controlling population size in differential evolution by diversity mechanism
Original language description
A new mechanism for resizing population in differential evolution algorithm based on diversity of population has been proposed and compared with linear reduction of population size published in 2014. Seven modifications of differential evolution algorithm were chosen for this comparison. Experiments are done on CEC2014 benchmark set.The new diversity-based resizing mechanism frequently improves results of tested variants of differential evolution algorithm more than linear reduction of population size, especially in larger dimensions.
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
10102 - Applied mathematics
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
LNAI 10245 Artificial Intelligence and Soft Computing - Part 1
ISBN
978-331959062-2
ISSN
0302-9743
e-ISSN
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Number of pages
10
Pages from-to
408-417
Publisher name
Springer
Place of publication
Switzerland
Event location
Zakopane
Event date
Jun 11, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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