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MATOUŠEK, R., OŠMERA, P., ROUPEC, J.
Originální název
GA with Fuzzy Inference System
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
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
genetic algorithms; GA-FC; FIS; control surface of GA; GA characteristic
Autoři
Rok RIV
2000
Vydáno
1. 7. 2000
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
646
Strany do
651
Strany počet
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" }