Title :
Real-parameter optimization with OptBees
Author :
Dourado Maia, Renato ; Nunes de Castro, Leandro ; Matos Caminhas, Walmir
Author_Institution :
Comput. Sci. Dept., State Univ. of Montes Claros, Montes Claros, Brazil
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.
Keywords :
decision making; optimisation; CEC-2014; OptBees; Special Session & Competition on Real-Parameter Single Objective Optimization; bee colonies; collective decision-making; Decision making; Educational institutions; Evolutionary computation; Insects; Mathematical model; Optimization; Recruitment;
Conference_Titel :
Evolutionary Computation (CEC), 2014 IEEE Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-6626-4
DOI :
10.1109/CEC.2014.6900549
