Bee colonies as model for multimodal continuous optimization: The OptBees algorithm

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dc.contributor.authorMaia R.D.
dc.contributor.authorDe Castro L.N.
dc.contributor.authorCaminhas W.M.
dc.date.accessioned2024-03-13T01:07:11Z
dc.date.available2024-03-13T01:07:11Z
dc.date.issued2012
dc.description.abstractThis paper presents the OptBees, an optimization algorithm inspired by the processes of collective decision-making by bee colonies. The algorithm was designed with the objective of generating and maintaining diversity, promoting a multimodal search and obtaining multiple local optima without losing the ability of global optimization, thus representing an innovation compared with existent bee-inspired algorithms. It has been tested in five of the twenty-five minimization problems proposed for the Optimization Competition of Real Parameters of the CEC 2005 Special Session on Real-Parameter Optimization, held in the 2005 IEEE Congress on Evolutionary Computation (CEC). The results obtained suggest the suitability of the algorithm to exploit multimodality of problems, being successful in the generation and maintenance of diversity and achieving good quality results in global optimization. © 2012 IEEE.
dc.identifier.doi10.1109/CEC.2012.6252975
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/36758
dc.relation.ispartof2012 IEEE Congress on Evolutionary Computation, CEC 2012
dc.rightsAcesso Restrito
dc.subject.otherlanguagebees
dc.subject.otherlanguagecollective decision-making
dc.subject.otherlanguagediversity
dc.subject.otherlanguageinsects
dc.subject.otherlanguagemultimodality
dc.subject.otherlanguageoptimization
dc.subject.otherlanguagesociobiology
dc.titleBee colonies as model for multimodal continuous optimization: The OptBees algorithm
dc.typeArtigo de evento
local.scopus.citations31
local.scopus.eid2-s2.0-84866850968
local.scopus.subjectbees
local.scopus.subjectcollective decision-making
local.scopus.subjectdiversity
local.scopus.subjectinsects
local.scopus.subjectMulti-modality
local.scopus.subjectsociobiology
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84866850968&origin=inward
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