Studying a fuzzy computing resource management system in a coevolutionary algorithm

Studying a fuzzy computing resource management system in a coevolutionary algorithm

This paper describes an approach to improving the process of resource redistribution in a coevolutionary algorithm using a fuzzy logic system. Two bases of fuzzy rules are proposed for setting the size of the fine and the social card for the losing coevolution algorithms. The effectiveness of the de...

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Hauptverfasser: Korableva, A. A., Kazakovtsev, L. A., Lipinskiy, L. V., Khudonogova, J. A.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Evolutionary algorithms
Fuzzy control
Fuzzy logic
Resource management
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Beschreibung
Zusammenfassung:This paper describes an approach to improving the process of resource redistribution in a coevolutionary algorithm using a fuzzy logic system. Two bases of fuzzy rules are proposed for setting the size of the fine and the social card for the losing coevolution algorithms. The effectiveness of the developed fuzzy system was studied in comparison with the usual co-evolutionary algorithm without integration of fuzzy control procedures.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0193430