About: Evolution of Computational Structures in Uniform Cellular Automata

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this paper we present an approach for evolutionary design of computational processes in two-dimensional uniform binary cellular automata. A special representation technique called conditionally matching rules will be utilized to encode the transition functions of the cellular automata. The principle of the computational process in a cellular automaton is to interpret some cells as input bits some (possibly other) cells as output bits (i.e. the result) of the computation. The goal is to find using genetic algorithm a suitable transition function according to which a specific computation could be observed during the development of the cellular atuomation for all the possible binary combinations stored in the input cells. Both the input values and the result is represented by the state values of the cells. The input of the computation will be represented by the initial state of the cellular automaton. After a finite number of development steps the cells representing the output bits are exp In this paper we present an approach for evolutionary design of computational processes in two-dimensional uniform binary cellular automata. A special representation technique called conditionally matching rules will be utilized to encode the transition functions of the cellular automata. The principle of the computational process in a cellular automaton is to interpret some cells as input bits some (possibly other) cells as output bits (i.e. the result) of the computation. The goal is to find using genetic algorithm a suitable transition function according to which a specific computation could be observed during the development of the cellular atuomation for all the possible binary combinations stored in the input cells. Both the input values and the result is represented by the state values of the cells. The input of the computation will be represented by the initial state of the cellular automaton. After a finite number of development steps the cells representing the output bits are exp (en)
Title	Evolution of Computational Structures in Uniform Cellular Automata Evolution of Computational Structures in Uniform Cellular Automata (en)
skos:prefLabel	Evolution of Computational Structures in Uniform Cellular Automata Evolution of Computational Structures in Uniform Cellular Automata (en)
skos:notation	RIV/00216305:26230/14:PU111930!RIV15-MSM-26230___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070), P(GA14-04197S)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Bidlo, Michal
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	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	15569
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/14:PU111930
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Genetic algorithm, cellular automaton, transition function, conditionally matching rule, multiplication, emergent behavior. (en)
http://linked.open.../riv/klicoveSlovo	transition function Genetic algorithm multiplication cellular automaton conditionally matching rule emergent behavior.
http://linked.open...ontrolniKodProRIV	[7B3DF8541966]
http://linked.open...v/mistoKonaniAkce	Beijing
http://linked.open...i/riv/mistoVydani	Beijing
http://linked.open...i/riv/nazevZdroje	2014 IEEE Congress on Evolutionary Computation (CEC)
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	IT4Innovations Centre of Excellence Advanced Methods for Evolutionary Design of Complex Digital Circuits
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Bidlo, Michal
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-07-06 (xsd:date)
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/CEC.2014.6900530
http://purl.org/ne...btex#hasPublisher	IEEE Computational Intelligence Society
https://schema.org/isbn	978-1-4799-1488-3
http://localhost/t...ganizacniJednotka	26230

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