About: GA with Fuzzy Inference System

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Applications of Genetic Algorithms - GA for optimisation problems are widely known as well as their advatages and disadvantages compared with classical numerical methods. In practical tests, a GA appears a robust method with a broad range of applications. The determination af GA parameters cold be complicated. Thererfore for some real-life applications, several empirical observations of an experienced expert are needed top define these parameters. This fact degrades the applicability of a GA for most aff real-world problems and users. Therefore, this article discusses some possibilities with setting GA parameters. 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. Applications of Genetic Algorithms - GA for optimisation problems are widely known as well as their advatages and disadvantages compared with classical numerical methods. In practical tests, a GA appears a robust method with a broad range of applications. The determination af GA parameters cold be complicated. Thererfore for some real-life applications, several empirical observations of an experienced expert are needed top define these parameters. This fact degrades the applicability of a GA for most aff real-world problems and users. Therefore, this article discusses some possibilities with setting GA parameters. 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. (en)
Title	GA with Fuzzy Inference System GA with Fuzzy Inference System (en)
skos:prefLabel	GA with Fuzzy Inference System GA with Fuzzy Inference System (en)
skos:notation	RIV/00216305:26210/00:PU27403!RIV/2002/MSM/262102/N
http://linked.open.../vavai/riv/strany	646-651
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM 260000013)
http://linked.open...vai/riv/dodaniDat	2002
http://linked.open...aciTvurceVysledku	Roupec, Jan Matoušek, Radomil Ošmera, Pavel
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta strojního inženýrství
http://linked.open...dnocenehoVysledku	711727
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/00:PU27403
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Genetic algorithms, GA-FC, FIS, Control surface of GA, GA characteristics (en)
http://linked.open.../riv/klicoveSlovo	Genetic algorithms FIS Control surface of GA GA characteristics GA-FC
http://linked.open...ontrolniKodProRIV	[E9F6B26B82F4]
http://linked.open...v/mistoKonaniAkce	La Jolla, California, USA
http://linked.open...i/riv/mistoVydani	La Jolla, California, USA
http://linked.open...i/riv/nazevZdroje	2000 Congress on Evolutionary Computation
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...UplatneniVysledku	2000
http://linked.open...iv/tvurceVysledku	Matoušek, Radomil Roupec, Jan Ošmera, Pavel
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2000-07-16 (xsd:date)
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20260000013
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Service Center
https://schema.org/isbn	0-7803-6375-2
http://localhost/t...ganizacniJednotka	26210

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