About: Evolutionary Algorithms for Chaos Researchers

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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	Evolutionary algorithms are search methods that can be used for solving optimization problems. They mimic working principles from natural evolution by employing a population-based approach, labeling each individual of the popula- tion with a fitness and including elements of random, albeit the random is directed through a selection process. In this chapter, we review the basic principles of evo- lutionary algorithms and discuss their purpose, structure and behavior. In doing so, it is particularly shown how the fundamental understanding of natural evolution processes has cleared the ground for the origin of evolutionary algorithms. Major implementation variants and their structural as well as functional elements are discussed. We also give a brief overview on usability areas of the algorithm and end with some general remarks of the limits of computing. Evolutionary algorithms are search methods that can be used for solving optimization problems. They mimic working principles from natural evolution by employing a population-based approach, labeling each individual of the popula- tion with a fitness and including elements of random, albeit the random is directed through a selection process. In this chapter, we review the basic principles of evo- lutionary algorithms and discuss their purpose, structure and behavior. In doing so, it is particularly shown how the fundamental understanding of natural evolution processes has cleared the ground for the origin of evolutionary algorithms. Major implementation variants and their structural as well as functional elements are discussed. We also give a brief overview on usability areas of the algorithm and end with some general remarks of the limits of computing. (en)
Title	Evolutionary Algorithms for Chaos Researchers Evolutionary Algorithms for Chaos Researchers (en)
skos:prefLabel	Evolutionary Algorithms for Chaos Researchers Evolutionary Algorithms for Chaos Researchers (en)
skos:notation	RIV/61989100:27240/10:86075792!RIV11-MSM-27240___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6198910027)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Zelinka, Ivan
http://linked.open.../riv/druhVysledku	C - Kapitola v knize
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	258037
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86075792
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Systems; Chaotic; Computation; Evolutionary; Application; Motivation (en)
http://linked.open.../riv/klicoveSlovo	Evolutionary Motivation Application Computation Systems Chaotic
http://linked.open...ontrolniKodProRIV	[DE6F804BB2E5]
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...vEdiceCisloSvazku	267
http://linked.open...i/riv/nazevZdroje	Evolutionary Algorithms and Chaotic Systems
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...v/pocetStranKnihy	523 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Zelinka, Ivan Richter, Hendrik
http://linked.open...n/vavai/riv/zamer	Výpočetně náročné počítačové simulace a optimalizace
number of pages	52 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-10706-1
http://localhost/t...ganizacniJednotka	27240

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