Abstract

RAMOS, Liz Angélica; BUSTOS PINZON, Alex Francisco; MELGAREJO R, Miguel A  and  VARGAS DOMINGUEZ, Santiago. Fuzzy Inference Systems Tuning with Optimization Algorithms for Solar Flares Classification. Tecciencia [online]. 2017, vol.12, n.23, pp.33-42. ISSN 1909-3667.  https://doi.org/10.18180/tecciencia.2017.23.5.

In this work we describe the implementation and analysis of different optimization algorithms used for finding the best set of parameters for a Fuzzy Inference System intended to classify solar flares. The parameters will be identified among a universe of possible solutions for the algorithms, and the system will be tested in the particular case of dealing with the aim of classifying the solar flares.

Keywords : ANFIS; EBDF; Solar Flares; Fuzzy Sets.

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