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Real-Parameter Optimization with OptBees
Conference proceeding   Peer reviewed

Real-Parameter Optimization with OptBees

Renato Dourado Maia, Leandro Nunes de Castro, Walmir Matos Caminhas and IEEE
2014 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), pp.2649-2655
01-01-2014

Abstract

Computer Science Computer Science, Artificial Intelligence Computer Science, Theory & Methods Engineering Engineering, Electrical & Electronic Science & Technology Technology
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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