Self-organisation and emergence in artificial life: Concepts and illustrations

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dc.contributor.authorMunoz Y.J.
dc.contributor.authorDe Castro L.N.
dc.date.accessioned2024-03-13T01:33:51Z
dc.date.available2024-03-13T01:33:51Z
dc.date.issued2009
dc.description.abstractThis article provides an illustrated review of artificial life as a synthetic approach to the study of behaviours, systems and organisms. The article starts with a discussion about the methodological advantages of using bottom-up, instead of top-down, approaches for the computational synthesis of natural behaviours. As an outcome of bottom-up modelling, the resulting behaviours synthesised are characterised by two fundamental properties: self-organisation and emergence. The presentation focuses on conceptualising and illustrating self-organisation and emergence in the context of artificial life for the synthesis of behaviours. Two well-known ALife projects are used to promote a discussion of some implications and contributions of ALife, namely, the simulation of collective behaviours of bird flocks; and the construction of nests by wasps. The article is concluded with a discussion of the main current trends and open problems in the field.
dc.description.firstpage273
dc.description.issuenumber4
dc.description.lastpage292
dc.description.volume21
dc.identifier.doi10.1080/09528130902823649
dc.identifier.issn1362-3079
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/37313
dc.relation.ispartofJournal of Experimental and Theoretical Artificial Intelligence
dc.rightsAcesso Restrito
dc.subject.otherlanguageArtificial life
dc.subject.otherlanguageEmergence
dc.subject.otherlanguageSelf-organisation
dc.titleSelf-organisation and emergence in artificial life: Concepts and illustrations
dc.typeArtigo
local.scopus.citations4
local.scopus.eid2-s2.0-74949127410
local.scopus.subjectArtificial Life
local.scopus.subjectBird flocks
local.scopus.subjectCollective behaviour
local.scopus.subjectComputational synthesis
local.scopus.subjectCurrent trends
local.scopus.subjectFundamental properties
local.scopus.subjectOpen problems
local.scopus.subjectSelf-organisation
local.scopus.subjectSynthetic approach
local.scopus.subjectTopdown
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=74949127410&origin=inward
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