About: Hybrid Evolutionary Systems for Identification of Nonlinear Systems

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper discusses application of hybrid evolutionary systems also known as two-layer genetic systems to symbolic regression of deterministic chaos systems. This task is significant for many applications in control of complex nonlinear systems, their modelling etc. The identification of nonlinear systems with chaotic behaviour also brings intersting test bed to hybrid GPA-ES evolutionary systems development. The paper presents discussion of such topics influencing GPA-ES features and behaviours as GPA population initial structure, probabilities of structure occurence of population sizes influence. It also contains observations of real properties based on regression of Lorenz, Roesler, Van der Pol and Rabinovich-Fabrikant systens, especially the ability to reconstruct original model used to test data generating and inluence of GPA and ES populatiion sizes. The paper discusses application of hybrid evolutionary systems also known as two-layer genetic systems to symbolic regression of deterministic chaos systems. This task is significant for many applications in control of complex nonlinear systems, their modelling etc. The identification of nonlinear systems with chaotic behaviour also brings intersting test bed to hybrid GPA-ES evolutionary systems development. The paper presents discussion of such topics influencing GPA-ES features and behaviours as GPA population initial structure, probabilities of structure occurence of population sizes influence. It also contains observations of real properties based on regression of Lorenz, Roesler, Van der Pol and Rabinovich-Fabrikant systens, especially the ability to reconstruct original model used to test data generating and inluence of GPA and ES populatiion sizes. (en)
Title	Hybrid Evolutionary Systems for Identification of Nonlinear Systems Hybrid Evolutionary Systems for Identification of Nonlinear Systems (en)
skos:prefLabel	Hybrid Evolutionary Systems for Identification of Nonlinear Systems Hybrid Evolutionary Systems for Identification of Nonlinear Systems (en)
skos:notation	RIV/68407700:21260/12:00196680!RIV13-MSM-21260___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6840770043)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Brandejský, Tomáš
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	České vysoké učení technické v Praze / Fakulta dopravní
http://linked.open...dnocenehoVysledku	139943
http://linked.open...ai/riv/idVysledku	RIV/68407700:21260/12:00196680
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	deterministic chaos; symbolic regression; genetic programming algorithm; evolutionary systems; evolutionary strategy (en)
http://linked.open.../riv/klicoveSlovo	evolutionary strategy genetic programming algorithm evolutionary systems symbolic regression deterministic chaos
http://linked.open...ontrolniKodProRIV	[84199B4AB12B]
http://linked.open...v/mistoKonaniAkce	Kouty nad Desnou
http://linked.open...i/riv/mistoVydani	Pardubice
http://linked.open...i/riv/nazevZdroje	10th International Conference Process Control 2012
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Brandejský, Tomáš
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2012-06-11 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Rozvoj metod návrhu a provozu dopravních sítí z hlediska jejich optimalizace
number of pages	2 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Czech Society of Industrial Chemistry at the University of Pardubice
https://schema.org/isbn	978-80-7395-500-7
http://localhost/t...ganizacniJednotka	21260

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