Real-parameter optimization with OptBees
Tipo
Artigo de evento
Data de publicação
2014
Periódico
Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
Citações (Scopus)
23
Autores
Maia R.D.
De Castro L.N.
Caminhas W.M.
De Castro L.N.
Caminhas W.M.
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ISSN da Revista
Título de Volume
Membros da banca
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Resumo
© 2014 IEEE.This paper reports how OptBees, an algorithm inspired by the collective decision-making of bee colonies, performed in the test bed developed for the Special Session & Competition on Real-Parameter Single Objective Optimization at CEC-2014. The test bed includes 30 scalable functions, many of which are both non-separable and highly multi-modal. Results include OptBees' performance on the 10, 30, 50 and 100-dimensional versions of each function.
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Assuntos Scopus
Collective decision making , Multi-modal , Real-parameter optimization , Scalable functions , Single objective optimization