Self-organizing migrating algorithm with clustering-aided migration and adaptive perturbation vector control
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F21%3A63539898" target="_blank" >RIV/70883521:28140/21:63539898 - isvavai.cz</a>
Result on the web
<a href="https://dl.acm.org/doi/abs/10.1145/3449726.3463212" target="_blank" >https://dl.acm.org/doi/abs/10.1145/3449726.3463212</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/3449726.3463212" target="_blank" >10.1145/3449726.3463212</a>
Alternative languages
Result language
angličtina
Original language name
Self-organizing migrating algorithm with clustering-aided migration and adaptive perturbation vector control
Original language description
The paper proposes the Self-organizing Migrating Algorithm with CLustering-aided migration and adaptive Perturbation vector control (SOMA-CLP). The SOMA-CLP is the next iteration of the SOMA-CL algorithm, further enhanced by the linear adaptation of the prt control parameter used to generate a perturbation vector. The latest CEC 2021 benchmark set on a single objective bound-constrained optimization was used for the performance measurement of the improved variant. The proposed algorithm SOMA-CLP results were compared and tested for statistical significance against four other SOMA variants.
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
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion
ISBN
978-145038351-6
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
1916-1922
Publisher name
Association for Computing Machinery
Place of publication
New York
Event location
Lille
Event date
Jul 10, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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