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Studying a fuzzy computing resource management system in a coevolutionary algorithm.

Authors :
Korableva, A. A.
Kazakovtsev, L. A.
Lipinskiy, L. V.
Khudonogova, J. A.
Source :
AIP Conference Proceedings; 2024, Vol. 3021 Issue 1, p1-6, 6p
Publication Year :
2024

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
3021
Issue :
1
Database :
Complementary Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
176342270
Full Text :
https://doi.org/10.1063/5.0193430