OptBees - A bee-inspired algorithm for solving continuous optimization problems

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dc.contributor.authorMaia R.D.
dc.contributor.authorDe Castro L.N.
dc.contributor.authorCaminhas W.M.
dc.date.accessioned2024-03-13T01:05:34Z
dc.date.available2024-03-13T01:05:34Z
dc.date.issued2013
dc.description.abstractOpt Bees is an algorithm inspired by the processes of collective decision-making by bee colonies designed with the objective of generating and maintaining diversity, trading off exploitation (diversification) and exploration (intensification) and promoting a multimodal search, so that a broader coverage of promising regions of the search space can be achieved, allowing the determination of locally optimal solutions and/or multiple global optimal solutions. In this paper, the Opt Bees is presented in details and its performance is evaluated, in terms of global search, in all twenty-five minimization problems proposed for the Optimization Competition of Real Parameters of the CEC 2005 Special Session on Real-Parameter Optimization. The results obtained show that Opt Bees is competitive when the goal is just to obtain the best possible solution, without being necessary to determine locally optimal solutions and/or multiple global optimal solutions. © 2013 IEEE.
dc.description.firstpage142
dc.description.lastpage151
dc.identifier.doi10.1109/BRICS-CCI-CBIC.2013.33
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/36666
dc.relation.ispartofProceedings - 1st BRICS Countries Congress on Computational Intelligence, BRICS-CCI 2013
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.titleOptBees - A bee-inspired algorithm for solving continuous optimization problems
dc.typeArtigo de evento
local.scopus.citations5
local.scopus.eid2-s2.0-84905392942
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=84905392942&origin=inward
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