Real-parameter optimization with OptBees

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 01 Jul 2014Publisher:IEEEJournal:2014 IEEE Congress on Evolutionary Computation (CEC)

Authors: Renato Dourado Maia; Leandro Nunes de Castro; Walmir Matos Caminhas;

doi: 10.1109/cec.2014.6900549

Real-parameter optimization with OptBees

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Abstract

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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