jSO and GWO Algorithms Optimize Together
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19240%2F22%3AA0001031" target="_blank" >RIV/47813059:19240/22:A0001031 - isvavai.cz</a>
Result on the web
<a href="https://ceur-ws.org/Vol-3226/paper18.pdf" target="_blank" >https://ceur-ws.org/Vol-3226/paper18.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
jSO and GWO Algorithms Optimize Together
Original language description
This paper deals with global optimization. There are many algorithms for global optimization in the literature. In this text, we focus on two effective optimizers. The first one is an adaptive version of Differential evolution algorithm which was the most successful version of the algorithm on CEC 2014 congress and is called the jSO algorithm. The second one is the Grey wolf optimizer which was introduced in 2014. We propose new algorithm cooperation in which both of these algorithms are used together to get better results when optimization problems are being solved. In our attempt, both algorithms take turns making the optimization process. We tested the proposed algorithm on four multi-modal functions on two levels of dimension. The results are quite promising.
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
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
22nd Conference Information Technologies - Applications and Theory, ITAT 2022
ISBN
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ISSN
1613-0073
e-ISSN
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Number of pages
8
Pages from-to
159-166
Publisher name
CEUR-WS
Place of publication
Slovensko
Event location
Zuberec, Slovensko
Event date
Sep 23, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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