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GA-optimized neural network for forecasting the geomagnetic storm index

A method that combines an artificial neural network and a genetic algorithm (ANN+GA) was developed in order to forecast the disturbance storm time (Dst) index. This technique involves optimizing the ANN by GA to update the ANN weights and to forecast the short-term Dst index from 1 to 6 hours in adv...

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Bibliographic Details
Published in:Geofísica Internacional
Main Authors: Pedro Vega-Jorquera, Juan A. Lazzús, Pedro Rojas
Format: Artigo
Language:Inglês
Published: Universidad Nacional Autónoma de México 2018
Subjects:
Online Access:https://www.redalyc.org/articulo.oa?id=56871787002
https://www.redalyc.org/journal/568/56871787002/
https://www.redalyc.org/journal/568/56871787002/html/
https://www.redalyc.org/journal/568/56871787002/56871787002.epub
https://www.redalyc.org/journal/568/56871787002/movil
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