About: Evolutionary optimisation of Hénon map control: A black box approach

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper deals with the usage of heuristics for the optimisation of the control of chaotic system. The main aim of this paper is to show a new approach of solving this problem and constructing new cost functions (CFs) operating in 'black box mode' without a previous exact mathematical analysis of the system, thus without knowledge of the stabilising target state. Three proposals of 'black box' mode CFs were tested in this paper. As a model of deterministic chaotic system, the two-dimensional Hénon map was used. The optimisations were realised in several ways, each one for another desired state of system. Evolutionary algorithms (EAs) self-organising migrating algorithm and differential evolution were used. For each version, repeated simulations were conducted to outline the effectiveness and robustness of the used method and CF. This paper deals with the usage of heuristics for the optimisation of the control of chaotic system. The main aim of this paper is to show a new approach of solving this problem and constructing new cost functions (CFs) operating in 'black box mode' without a previous exact mathematical analysis of the system, thus without knowledge of the stabilising target state. Three proposals of 'black box' mode CFs were tested in this paper. As a model of deterministic chaotic system, the two-dimensional Hénon map was used. The optimisations were realised in several ways, each one for another desired state of system. Evolutionary algorithms (EAs) self-organising migrating algorithm and differential evolution were used. For each version, repeated simulations were conducted to outline the effectiveness and robustness of the used method and CF. (en)
Title	Evolutionary optimisation of Hénon map control: A black box approach Evolutionary optimisation of Hénon map control: A black box approach (en)
skos:prefLabel	Evolutionary optimisation of Hénon map control: A black box approach Evolutionary optimisation of Hénon map control: A black box approach (en)
skos:notation	RIV/70883521:28140/12:43868022!RIV13-MSM-28140___
http://linked.open...avai/predkladatel	Fakulta aplikované informatiky
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0089), S
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Oplatková, Zuzana Šenkeřík, Roman Davendra, Donald
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	135324
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/12:43868022
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	SOMA; Self-organising migrating algorithm; Optimization; Evolutionary algorithms; EAs; Differential evolution; DE; Chaos control (en)
http://linked.open.../riv/klicoveSlovo	SOMA Optimization Differential evolution Chaos control EAs Self-organising migrating algorithm Evolutionary algorithms DE
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[A5FC5E15AE90]
http://linked.open...i/riv/nazevZdroje	International Journal of Operational Research
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)
http://linked.open...UplatneniVysledku	2012
http://linked.open...v/svazekPeriodika	13
http://linked.open...iv/tvurceVysledku	Oplatková, Zuzana Zelinka, Ivan Šenkeřík, Roman Davendra, Donald
issn	1745-7645
number of pages	18 (xsd:int)
http://bibframe.org/vocab/doi	10.1504/IJOR.2012.045183
http://localhost/t...ganizacniJednotka	28140
is http://linked.open...avai/riv/vysledek of	Evolutionary optimisation of Hénon map control: A black box approach

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