Fuzzy genetic algorithm - a brief survey

Czech title

Type

conference paper

Language

english

Authors

Schwarz Josef, Ing., CSc. (DCSE FEECS BUT)

Keywords

fuzzy logic, genetic algorithms, dynamical setting of GA parameters, fuzzy logic controller FLC

Abstract

This paper deals with an aggregation of fuzzy logic and genetic algorithms GAs. This integration brings an improvement of GAs behaviour. The main attention is focused on the approaches based on the dynamical setting of GA parameters using fuzzy logic controller FLC. The fuzzy computation is also discussed based on the fuzzy encoding and knowledge of problem granularity.

Annotation

This paper deals with an aggregation of fuzzy logic and genetic algorithms GAs. This integration brings an improvement of GAs behaviour. The main attention is focused on the approaches based on the dynamical setting of GA parameters using fuzzy logic controller FLC. The fuzzy computation is also discussed based on the fuzzy encoding and knowledge of problem granularity.

Published

2000

Pages

353-358

Proceedings

Proceedings of the Colloquium Advanced Simulation of Systems

Conference

22nd International Colloquium ASIS 2000 Advanced Simulation of Systems, Sv. Hostýn, Bystřice pod Hostýnem, CZ

ISBN

80-85988-51-8

Place

Bystřice pod Hostýnem, CZ

BibTeX

@INPROCEEDINGS{FITPUB6436,
   author = "Josef Schwarz",
   title = "Fuzzy genetic algorithm - a brief survey",
   pages = "353--358",
   booktitle = "Proceedings of the Colloquium Advanced Simulation of Systems",
   year = 2000,
   location = "Byst\v{r}ice pod Host\'{y}nem, CZ",
   ISBN = "80-85988-51-8",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/6436"
}