About: Evolutionary Control of CML Systems

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Description	This chapter is a continuation of an investigation on deterministic spa- tiotemporal chaos real-time control by means of selected evolutionary techniques. Real-time like behavior is specially defined and simulated with spatiotemporal chaos model based on mutually nonlineary joined n equations, so called Coupled Map Lattices. In total five evolutionary algorithms has been used for chaos control: differential evolution, self-organizing migrating algorithm, genetic algorithm, simu- lated annealing and evolutionary strategies in a total of 15 versions. For modeling of spatiotemporal chaos behavior, the so called coupled map lattices were used based on logistic equation to generate chaos. The main aim of this investigation was to show that evolutionary algorithms, under certain conditions, are capable of control- ling of CML deterministic chaos, when the cost function is properly defined along- side the parameters of selected evolutionary algorithms. Investigation consists of four different case studies wi This chapter is a continuation of an investigation on deterministic spa- tiotemporal chaos real-time control by means of selected evolutionary techniques. Real-time like behavior is specially defined and simulated with spatiotemporal chaos model based on mutually nonlineary joined n equations, so called Coupled Map Lattices. In total five evolutionary algorithms has been used for chaos control: differential evolution, self-organizing migrating algorithm, genetic algorithm, simu- lated annealing and evolutionary strategies in a total of 15 versions. For modeling of spatiotemporal chaos behavior, the so called coupled map lattices were used based on logistic equation to generate chaos. The main aim of this investigation was to show that evolutionary algorithms, under certain conditions, are capable of control- ling of CML deterministic chaos, when the cost function is properly defined along- side the parameters of selected evolutionary algorithms. Investigation consists of four different case studies wi (en)
Title	Evolutionary Control of CML Systems Evolutionary Control of CML Systems (en)
skos:prefLabel	Evolutionary Control of CML Systems Evolutionary Control of CML Systems (en)
skos:notation	RIV/70883521:28140/10:63508874!RIV11-GA0-28140___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/09/1680), Z(MSM7088352101)
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	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	258039
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/10:63508874
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Evolutionary algorithms; chaos; control; information (en)
http://linked.open.../riv/klicoveSlovo	control information Evolutionary algorithms chaos
http://linked.open...ontrolniKodProRIV	[47C521FB6778]
http://linked.open...i/riv/mistoVydani	Heidelberg
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	521 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Control Algorithm Design by Means of Evolutionary Approach
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Zelinka, Ivan
http://linked.open...n/vavai/riv/zamer	Multifunctional Composite Systems Based on Natural and Synthetic Polymers
number of pages	45 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. Berlin
https://schema.org/isbn	978-3-642-10706-1
http://localhost/t...ganizacniJednotka	28140

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