About: On Line Expert Systems In the Tasks of GA-Poperties Improving

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper is oriented to the area of mathematical optimisation methods known as genetic algorithms (GA). It deals with the well known GA's problems, which are degeneration (causing that GA gets stuck in a local extreme of fitness-function and is unable to continue with the optimum search) and frequently a long computational time which is needed for finding solution. To decrease the GA degeneration probability and to reduce the GA computational time the fuzzy-logic based expert systems are used in the tasks of dynamic control of life periods of chromosomes and fitness-function computational time restriction. To proof the efficiency both of the developed methods some numerical experiments are performed. The paper is oriented to the area of mathematical optimisation methods known as genetic algorithms (GA). It deals with the well known GA's problems, which are degeneration (causing that GA gets stuck in a local extreme of fitness-function and is unable to continue with the optimum search) and frequently a long computational time which is needed for finding solution. To decrease the GA degeneration probability and to reduce the GA computational time the fuzzy-logic based expert systems are used in the tasks of dynamic control of life periods of chromosomes and fitness-function computational time restriction. To proof the efficiency both of the developed methods some numerical experiments are performed. (en)
Title	On Line Expert Systems In the Tasks of GA-Poperties Improving On Line Expert Systems In the Tasks of GA-Poperties Improving (en)
skos:prefLabel	On Line Expert Systems In the Tasks of GA-Poperties Improving On Line Expert Systems In the Tasks of GA-Poperties Improving (en)
skos:notation	RIV/61989100:27240/10:86081225!RIV12-MSM-27240___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Pokorný, Miroslav Hrubý, Petr Želasko, Petr Petránek, 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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	276740
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86081225
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Expert System; Fuzzy Logic; Computational Time; Fitness-Function; Dynamic Control; Phenotypic Distance; Genotypic Distance; Chromosome's Life Period; Genetic Algorithm (en)
http://linked.open.../riv/klicoveSlovo	Genetic Algorithm Expert System Fuzzy Logic Chromosome's Life Period Computational Time Dynamic Control Fitness-Function Genotypic Distance Phenotypic Distance
http://linked.open...ontrolniKodProRIV	[D60E6D09AB1B]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	Advances in Mechatronics 2009 : international symposium : AiM' 09
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Hrubý, Petr Pokorný, Miroslav Petránek, Pavel Želasko, Petr
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open...ain/vavai/riv/wos	000289402700006
http://linked.open.../riv/zahajeniAkce	2009-12-01 (xsd:date)
number of pages	10 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Univerzita Obrany
https://schema.org/isbn	978-80-7231-714-1
http://localhost/t...ganizacniJednotka	27240
is http://linked.open...avai/riv/vysledek of	On Line Expert Systems In the Tasks of GA-Poperties Improving On Line Expert Systems In the Tasks of GA-Poperties Improving

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