Effective modifications of Self-organizing migrating algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19240%2F25%3AA0001543" target="_blank" >RIV/47813059:19240/25:A0001543 - isvavai.cz</a>
Result on the web
<a href="https://ceur-ws.org/Vol-4092/" target="_blank" >https://ceur-ws.org/Vol-4092/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Effective modifications of Self-organizing migrating algorithm
Original language description
This paper deals with global optimization and focuses on the Self-Organizing Migrating Algorithm (SOMA). Three new versions of SOMA are proposed, where the first two introduce different mechanisms to maintain population diversity and the third combines both approaches. The algorithms were tested on the CEC2014 benchmark set at two levels of dimension, Dim = 10 and Dim = 30. The results of the experiments suggest that two of the proposed modifications can improve the performance of the original SOMA-T3 variant in many cases.
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
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 25th Conference Information Technologies – Applications and Theory (ITAT 2025)
ISBN
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ISSN
1613-0073
e-ISSN
1613-0073
Number of pages
12
Pages from-to
280-291
Publisher name
CEUR-WS
Place of publication
Aachen
Event location
Telgárt, Slovensko
Event date
Sep 26, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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