Detail publikace
GA with Fuzzy Inference System
MATOUŠEK, R. OŠMERA, P. ROUPEC, J.
Anglický název
GA with Fuzzy Inference System
Typ
Stať ve sborníku v databázi WoS či Scopus
Jazyk
en
Originální abstrakt
The determination of GA parameters could be complicated. Therefore for some real-life applications, several empirical observations of an experienced expert are needed to defme these parameters. This fact degrades the applicability of a GA for most of the real-world problems and users. The setting method of GA parameters is based on the fuzzy control of values of GA parameters. The feedback for the fuzzy control of GA parameters is realized by virtue of the behavior of some GA characteristics. The goal of this article is to present the conception of the solution and some new ideas.
Klíčová slova anglicky
genetic algorithms; GA-FC; FIS; control surface of GA; GA characteristic
Vydáno
2000-07-01
Nakladatel
IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA
Místo
La Jolla, California, USA
ISBN
0-7803-6375-2
Kniha
Congress on Evolutionary Computation CEC 00
Strany od–do
646–651
Počet stran
6
BIBTEX
@inproceedings{BUT1949,
author="Radomil {Matoušek} and Pavel {Ošmera} and Jan {Roupec}",
title="GA with Fuzzy Inference System",
booktitle="Congress on Evolutionary Computation CEC 00",
year="2000",
pages="646--651",
publisher="IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA",
address="La Jolla, California, USA",
doi="10.1109/CEC.2000.870359",
isbn="0-7803-6375-2"
}