About: Evolution of Cellular Automata Using Instruction-Based Approach

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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)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256475
Description	This paper introduces a method of encoding cellular automata local transition function using an instruction-based approach and their design by means of genetic algorithms. The proposed method represents an indirect mapping between the input combinations of states in the cellular neighborhood and the next states of the cells during the development steps. In this case the local transition function is described by a program (algorithm) whose execution calculates the next cell states. The objective of the program-based representation is to reduce the length of the chromosome in case of the evolutionary design of cellular automata. It will be shown that the instruction-based development allows us to design complex cellular automata with higher success rate than the conventional table-based method especially for complex cellular automata with more than two cell states. The case studies include the replication problem and the problem of development of a given pattern from an initial seed. This paper introduces a method of encoding cellular automata local transition function using an instruction-based approach and their design by means of genetic algorithms. The proposed method represents an indirect mapping between the input combinations of states in the cellular neighborhood and the next states of the cells during the development steps. In this case the local transition function is described by a program (algorithm) whose execution calculates the next cell states. The objective of the program-based representation is to reduce the length of the chromosome in case of the evolutionary design of cellular automata. It will be shown that the instruction-based development allows us to design complex cellular automata with higher success rate than the conventional table-based method especially for complex cellular automata with more than two cell states. The case studies include the replication problem and the problem of development of a given pattern from an initial seed. (en)
Title	Evolution of Cellular Automata Using Instruction-Based Approach Evolution of Cellular Automata Using Instruction-Based Approach (en)
skos:prefLabel	Evolution of Cellular Automata Using Instruction-Based Approach Evolution of Cellular Automata Using Instruction-Based Approach (en)
skos:notation	RIV/00216305:26230/12:PU101752!RIV14-MSM-26230___
http://linked.open...avai/predkladatel	Fakulta informačních technologií
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070), P(GAP103/10/1517), P(GD102/09/H042), S, Z(MSM0021630528)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Vašíček, Zdeněk 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	135294
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/12:PU101752
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Cellular automaton, development, replication, evolutionary design. (en)
http://linked.open.../riv/klicoveSlovo	replication Cellular automaton evolutionary design. development
http://linked.open...ontrolniKodProRIV	[337FF25D00FA]
http://linked.open...v/mistoKonaniAkce	Brisbane
http://linked.open...i/riv/mistoVydani	CA
http://linked.open...i/riv/nazevZdroje	2012 IEEE World Congress on Computational Intelligence
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	IT4Innovations Centre of Excellence Mathematical and Engineering Approaches to Developing Reliable and Secure Concurrent and Distributed Computer Systems Natural Computing on Unconventional Platforms
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Vašíček, Zdeněk Bidlo, Michal
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000312859302037
http://linked.open.../riv/zahajeniAkce	2012-06-10 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Výzkum informačních technologií z hlediska bezpečnosti
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/CEC.2012.6256475
http://purl.org/ne...btex#hasPublisher	Institute of Electrical and Electronics Engineers
https://schema.org/isbn	978-1-4673-1508-1
http://localhost/t...ganizacniJednotka	26230

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