Real-parameter optimization with OptBees
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Artigo de evento
Date
2014
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Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
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23
Authors
Maia R.D.
De Castro L.N.
Caminhas W.M.
De Castro L.N.
Caminhas W.M.
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Abstract
© 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.
Description
Keywords
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Collective decision making , Multi-modal , Real-parameter optimization , Scalable functions , Single objective optimization