Guidelines for dynamics-based parameterization of one-dimensional cellular automata rule spaces

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dc.contributor.authorde Oliveira G.M.B.
dc.contributor.authorde Oliveira P.P.B.
dc.contributor.authorOmar N.
dc.date.accessioned2024-03-13T01:47:21Z
dc.date.available2024-03-13T01:47:21Z
dc.date.issued2000
dc.description.abstractAs paradigmatic complex systems, various studies have been done in the context of one-dimensional cellular automata (CA) on the definition of parameters directly obtained from their transition rule, aiming at the help they might provide to forecasting CA dynamic behavior. Out of the analysis of the most important parameters available for this end, as well as others evaluated by us, a set of guidelines is proposed that should be followed when defining a parameter of that kind. Based upon the guidelines, a critique of those parameters is made, which leads to a set of five that jointly provide a good forecasting set; two of them were drawn from the literature and three are new ones defined according to the guidelines. By using them as a heuristic in the evolutionary search for CA of a predefined computational behavior, good results have been obtained, exemplified herein by the evolutionary search for CA that perform the Synchronization Task. © 2001 John Wiley & Sons, Inc.
dc.description.firstpage63
dc.description.issuenumber2
dc.description.lastpage71
dc.description.volume6
dc.identifier.doi10.1002/cplx.1021
dc.identifier.issn1099-0526
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/38057
dc.relation.ispartofComplexity
dc.rightsAcesso Restrito
dc.subject.otherlanguageDynamic behavior
dc.subject.otherlanguageElementary space
dc.subject.otherlanguageEvolution of cellular automata
dc.subject.otherlanguageOne-dimensional cellular automata
dc.subject.otherlanguageParameterization of rule spaces
dc.subject.otherlanguageSynchronization task
dc.titleGuidelines for dynamics-based parameterization of one-dimensional cellular automata rule spaces
dc.typeArtigo
local.scopus.citations14
local.scopus.eid2-s2.0-84866675467
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84866675467&origin=inward
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