JADE, an Adaptive Differential Evolution Algorithm, Benchmarked on the BBOB Noiseless Testbed

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00199149" target="_blank" >RIV/68407700:21230/12:00199149 - isvavai.cz</a>
Result on the web
<a href="http://coco.lri.fr/BBOB2012-papers/posik_p197.pdf" target="_blank" >http://coco.lri.fr/BBOB2012-papers/posik_p197.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
JADE, an Adaptive Differential Evolution Algorithm, Benchmarked on the BBOB Noiseless Testbed
Original language description
JADE, an adaptive version of the differential evolution (DE) algorithm, is benchmarked on the testbed of 24 noiseless functions chosen for the Black Box Optimization Benchmarking workshop. The results of full featured JADE are then compared with the results of 3 other DE variants ("downgraded" JADE variants) to reveal the contributions of the algorithm components. Another adaptive DE variant benchmarked during BBOB 2010 is used as a reference algorithm. The results confirm that the original JADE outperforms the other (JA)DE versions, while the comparison with the other adaptive DE shows that the different sources of adaptivity make the algorithms suitable for different functions.
Czech name
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Czech description
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion
ISBN
978-1-4503-1177-9
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
197-204
Publisher name
ACM
Place of publication
New York
Event location
Philadelphia
Event date
Jul 7, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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