Addressing Premature Convergence with Distance based Parameter Adaptation in SHADE
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F18%3A63520321" target="_blank" >RIV/70883521:28140/18:63520321 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/8439609" target="_blank" >https://ieeexplore.ieee.org/document/8439609</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/IWSSIP.2018.8439609" target="_blank" >10.1109/IWSSIP.2018.8439609</a>
Alternative languages
Result language
angličtina
Original language name
Addressing Premature Convergence with Distance based Parameter Adaptation in SHADE
Original language description
In this paper, an analysis of a distance based parameter adaptation in Success-History based Differential Evolution (SHADE) is presented in order to show that it can have a beneficial effect on the premature convergence of the algorithm. The premature convergence of SHADE is an issue mainly in higher dimensional decision spaces. Therefore, the tests are done on the basis of CEC2015 benchmark in 10D, 30D and 50D. The results are provided and discussed.
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
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
International Conference on Systems, Signals, and Image Processing
ISBN
978-153866979-2
ISSN
21578672
e-ISSN
neuvedeno
Number of pages
5
Pages from-to
"nestrankovano"
Publisher name
IEEE Computer Society
Place of publication
Los Alamitors
Event location
Maribor
Event date
Jun 20, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000451277200055