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A modified firefly-inspired algorithm for global computational optimization

Amaya, Iván and Cruz, Jorge and Correa, Rodrigo (2014) A modified firefly-inspired algorithm for global computational optimization. Dyna; Vol. 81, núm. 187 (2014); 85-90 DYNA; Vol. 81, núm. 187 (2014); 85-90 2346-2183 0012-7353 .

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URL oficial: http://revistas.unal.edu.co/index.php/dyna/article...

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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.

Tipo de documento:Artículo - Article
Información adicional:Derechos de autor reservados
Palabras clave:Firefly algorithm, global optimization, standard test functions.
Unidad administrativa:Revistas electrónicas UN > Dyna
Código ID:44812
Enviado por : Dirección Nacional de Bibliotecas STECNICO
Enviado el día :25 Oct 2014 09:41
Ultima modificación:29 Enero 2015 15:23
Ultima modificación:29 Enero 2015 15:23
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