Abstract

AMAYA, Iván; CRUZ, Jorge  and  CORREA, Rodrigo. A modified firefly-inspired algorithm for global computational optimization. Dyna rev.fac.nac.minas [online]. 2014, vol.81, n.187, pp.85-90. ISSN 0012-7353.  https://doi.org/10.15446/dyna.v81n186.46761.

This article compares the original firefly-Inspired algorithm (FA) against two versions suggested by the authors. It was found that by using some modifications proposed in this document, the convergence time of the algorithm is reduced, while increasing its precision (i.e. it is able to converge with less error). Thus, it is strongly recommended that these variants are further analyzed, especially for the solution of systems of nonlinear equations, since the exploratory test that has been performed yielded good results (i.e. the roots found by the algorithm were quite close to the theoretical one). Moreover, it was also found that the algorithm is dependent on the swarm size, especially when dealing with planar regions.

Keywords : Firefly algorithm; global optimization; standard test functions.

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