Genetic Fuzzy System for Financial Management

This paper discusses genetic fuzzy systems – hybrid systems of artificial intelligence combining the potential of fuzzy sets for modeling approximate reasoning with the abilities of genetic algorithms for finding optimal solutions. The use of genetic algorithms for optimizing the parameters of a fuz...

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Bibliographic Details
Published in:Cybernetics and information technologies : CIT 2018-06, Vol.18 (2), p.20-35
Main Author: Georgieva, Penka V.
Format: Article
Language:English
Subjects:
artificial intelligence
financial management
Genetic fuzzy system
intelligent hybrid systems
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Summary:This paper discusses genetic fuzzy systems – hybrid systems of artificial intelligence combining the potential of fuzzy sets for modeling approximate reasoning with the abilities of genetic algorithms for finding optimal solutions. The use of genetic algorithms for optimizing the parameters of a fuzzy system is demonstrated on GFSSAM.
ISSN:1314-4081
1311-9702
1314-4081
DOI:10.2478/cait-2018-0025